Zhiyuan Liu

According to our database, Zhiyuan Liu authored at least 420 papers between 2008 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Robust and Scalable Model Editing for Large Language Models.

Yingfa Chen, Zhengyan Zhang, Xu Han, Chaojun Xiao, Zhiyuan Liu, Chen Chen, Kuai Li, Tao Yang, Maosong Sun

CoRR, 2024

LLaVA-UHD: an LMM Perceiving Any Aspect Ratio and High-Resolution Images.

Ruyi Xu, Yuan Yao, Zonghao Guo, Junbo Cui, Zanlin Ni, Chunjiang Ge, Tat-Seng Chua, Zhiyuan Liu, Maosong Sun, Gao Huang

CoRR, 2024

Mastering Text, Code and Math Simultaneously via Fusing Highly Specialized Language Models.

Ning Ding, Yulin Chen, Ganqu Cui, Xingtai Lv, Weilin Zhao, Ruobing Xie, Bowen Zhou, Zhiyuan Liu, Maosong Sun

CoRR, 2024

RepoAgent: An LLM-Powered Open-Source Framework for Repository-level Code Documentation Generation.

Qinyu Luo, Yining Ye, Shihao Liang, Zhong Zhang, Yujia Qin, Yaxi Lu, Yesai Wu, Xin Cong, Yankai Lin, Yingli Zhang, Xiaoyin Che, Zhiyuan Liu, Maosong Sun

CoRR, 2024

∞Bench: Extending Long Context Evaluation Beyond 100K Tokens.

Xinrong Zhang, Yingfa Chen, Shengding Hu, Zihang Xu, Junhao Chen, Moo Khai Hao, Xu Han, Zhen Leng Thai, Shuo Wang, Zhiyuan Liu, Maosong Sun

CoRR, 2024

LoRA-Flow: Dynamic LoRA Fusion for Large Language Models in Generative Tasks.

Hanqing Wang, Bowen Ping, Shuo Wang, Xu Han, Yun Chen, Zhiyuan Liu, Maosong Sun

CoRR, 2024

MatPlotAgent: Method and Evaluation for LLM-Based Agentic Scientific Data Visualization.

Zhiyu Yang, Zihan Zhou, Shuo Wang, Xin Cong, Xu Han, Yukun Yan, Zhenghao Liu, Zhixing Tan, Pengyuan Liu, Dong Yu, Zhiyuan Liu, Xiaodong Shi, Maosong Sun

CoRR, 2024

Tell Me More! Towards Implicit User Intention Understanding of Language Model Driven Agents.

Cheng Qian, Bingxiang He, Zhong Zhuang, Jia Deng, Yujia Qin, Xin Cong, Zhong Zhang, Jie Zhou, Yankai Lin, Zhiyuan Liu, Maosong Sun

CoRR, 2024

InfLLM: Unveiling the Intrinsic Capacity of LLMs for Understanding Extremely Long Sequences with Training-Free Memory.

Chaojun Xiao, Pengle Zhang, Xu Han, Guangxuan Xiao, Yankai Lin, Zhengyan Zhang, Zhiyuan Liu, Song Han, Maosong Sun

CoRR, 2024

UltraLink: An Open-Source Knowledge-Enhanced Multilingual Supervised Fine-tuning Dataset.

Haoyu Wang, Shuo Wang, Yukun Yan, Xujia Wang, Zhiyu Yang, Yuzhuang Xu, Zhenghao Liu, Liner Yang, Ning Ding, Xu Han, Zhiyuan Liu, Maosong Sun

CoRR, 2024

ReLU² Wins: Discovering Efficient Activation Functions for Sparse LLMs.

Zhengyan Zhang, Yixin Song, Guanghui Yu, Xu Han, Yankai Lin, Chaojun Xiao, Chenyang Song, Zhiyuan Liu, Zeyu Mi, Maosong Sun

CoRR, 2024

UniMem: Towards a Unified View of Long-Context Large Language Models.

Junjie Fang, Likai Tang, Hongzhe Bi, Yujia Qin, Si Sun, Zhenyu Li, Haolun Li, Yongjian Li, Xin Cong, Yukun Yan, Xiaodong Shi, Sen Song, Yankai Lin, Zhiyuan Liu, Maosong Sun

CoRR, 2024

Investigate-Consolidate-Exploit: A General Strategy for Inter-Task Agent Self-Evolution.

Cheng Qian, Shihao Liang, Yujia Qin, Yining Ye, Xin Cong, Yankai Lin, Yesai Wu, Zhiyuan Liu, Maosong Sun

CoRR, 2024

DebugBench: Evaluating Debugging Capability of Large Language Models.

Runchu Tian, Yining Ye, Yujia Qin, Xin Cong, Yankai Lin, Yinxu Pan, Yesai Wu, Zhiyuan Liu, Maosong Sun

CoRR, 2024

2023

Full-Scale Information Diffusion Prediction With Reinforced Recurrent Networks.

Cheng Yang, Hao Wang, Jian Tang, Chuan Shi, Maosong Sun, Ganqu Cui, Zhiyuan Liu

IEEE Trans. Neural Networks Learn. Syst., May, 2023

Event Detection With Dynamic Word-Trigger-Argument Graph Neural Networks.

Yilin Zhang, Ziran Li, Zhiyuan Liu, Hai-Tao Zheng, Ying Shen, Lan Zhou

IEEE Trans. Knowl. Data Eng., April, 2023

Red Alarm for Pre-trained Models: Universal Vulnerability to Neuron-level Backdoor Attacks.

Zhengyan Zhang, Guangxuan Xiao, Yongwei Li, Tian Lv, Fanchao Qi, Zhiyuan Liu, Yasheng Wang, Xin Jiang, Maosong Sun

Mach. Intell. Res., April, 2023

Parameter-efficient fine-tuning of large-scale pre-trained language models.

Ning Ding, Yujia Qin, Guang Yang, Fuchao Wei, Zonghan Yang, Yusheng Su, Shengding Hu, Yulin Chen, Chi-Min Chan, Weize Chen, Jing Yi, Weilin Zhao, Xiaozhi Wang, Zhiyuan Liu, Hai-Tao Zheng, Jianfei Chen, Yang Liu, Jie Tang, Juanzi Li, Maosong Sun

Nat. Mac. Intell., March, 2023

Improving task generalization via unified schema prompt.

Wanjun Zhong, Yifan Gao, Ning Ding, Zhiyuan Liu, Ming Zhou, Jiahai Wang, Jian Yin, Nan Duan

AI Open, January, 2023

UPRec: User-aware Pre-training for sequential Recommendation.

Chaojun Xiao, Ruobing Xie, Yuan Yao, Zhiyuan Liu, Maosong Sun, Xu Zhang, Leyu Lin

AI Open, January, 2023

GitAgent: Facilitating Autonomous Agent with GitHub by Tool Extension.

Bohan Lyu, Xin Cong, Heyang Yu, Pan Yang, Yujia Qin, Yining Ye, Yaxi Lu, Zhong Zhang, Yukun Yan, Yankai Lin, Zhiyuan Liu, Maosong Sun

CoRR, 2023

Experiential Co-Learning of Software-Developing Agents.

Chen Qian, Yufan Dang, Jiahao Li, Wei Liu, Weize Chen, Cheng Yang, Zhiyuan Liu, Maosong Sun

CoRR, 2023

RLHF-V: Towards Trustworthy MLLMs via Behavior Alignment from Fine-grained Correctional Human Feedback.

Tianyu Yu, Yuan Yao, Haoye Zhang, Taiwen He, Yifeng Han, Ganqu Cui, Jinyi Hu, Zhiyuan Liu, Hai-Tao Zheng, Maosong Sun, Tat-Seng Chua

CoRR, 2023

ProAgent: From Robotic Process Automation to Agentic Process Automation.

Yining Ye, Xin Cong, Shizuo Tian, Jiannan Cao, Hao Wang, Yujia Qin, Yaxi Lu, Heyang Yu, Huadong Wang, Yankai Lin, Zhiyuan Liu, Maosong Sun

CoRR, 2023

INTERVENOR: Prompt the Coding Ability of Large Language Models with the Interactive Chain of Repairing.

Hanbin Wang, Zhenghao Liu, Shuo Wang, Ganqu Cui, Ning Ding, Zhiyuan Liu, Ge Yu

CoRR, 2023

MAVEN-Arg: Completing the Puzzle of All-in-One Event Understanding Dataset with Event Argument Annotation.

Xiaozhi Wang, Hao Peng, Yong Guan, Kaisheng Zeng, Jianhui Chen, Lei Hou, Xu Han, Yankai Lin, Zhiyuan Liu, Ruobing Xie, Jie Zhou, Juanzi Li

CoRR, 2023

Distributionally Robust Unsupervised Dense Retrieval Training on Web Graphs.

Peixuan Han, Zhenghao Liu, Zhiyuan Liu, Chenyan Xiong

CoRR, 2023

Unlock Multi-Modal Capability of Dense Retrieval via Visual Module Plugin.

Tianshuo Zhou, Sen Mei, Xinze Li, Zhenghao Liu, Chenyan Xiong, Zhiyuan Liu, Yu Gu, Ge Yu

CoRR, 2023

Thoroughly Modeling Multi-domain Pre-trained Recommendation as Language.

Zekai Qu, Ruobing Xie, Chaojun Xiao, Yuan Yao, Zhiyuan Liu, Fengzong Lian, Zhanhui Kang, Jie Zhou

CoRR, 2023

Toolink: Linking Toolkit Creation and Using through Chain-of-Solving on Open-Source Model.

Cheng Qian, Chenyan Xiong, Zhenghao Liu, Zhiyuan Liu

CoRR, 2023

Unlock Predictable Scaling from Emergent Abilities.

Shengding Hu, Xin Liu, Xu Han, Xinrong Zhang, Chaoqun He, Weilin Zhao, Yankai Lin, Ning Ding, Zebin Ou, Guoyang Zeng, Zhiyuan Liu, Maosong Sun

CoRR, 2023

UltraFeedback: Boosting Language Models with High-quality Feedback.

Ganqu Cui, Lifan Yuan, Ning Ding, Guanming Yao, Wei Zhu, Yuan Ni, Guotong Xie, Zhiyuan Liu, Maosong Sun

CoRR, 2023

Reformulating Vision-Language Foundation Models and Datasets Towards Universal Multimodal Assistants.

Tianyu Yu, Jinyi Hu, Yuan Yao, Haoye Zhang, Yue Zhao, Chongyi Wang, Shan Wang, Yinxv Pan, Jiao Xue, Dahai Li, Zhiyuan Liu, Hai-Tao Zheng, Maosong Sun

CoRR, 2023

ConPET: Continual Parameter-Efficient Tuning for Large Language Models.

Chenyang Song, Xu Han, Zheni Zeng, Kuai Li, Chen Chen, Zhiyuan Liu, Maosong Sun, Tao Yang

CoRR, 2023

Empowering Private Tutoring by Chaining Large Language Models.

Yulin Chen, Ning Ding, Hai-Tao Zheng, Zhiyuan Liu, Maosong Sun, Bowen Zhou

CoRR, 2023

Large Language Model as Autonomous Decision Maker.

Yining Ye, Xin Cong, Yujia Qin, Yankai Lin, Zhiyuan Liu, Maosong Sun

CoRR, 2023

Large Multilingual Models Pivot Zero-Shot Multimodal Learning across Languages.

Jinyi Hu, Yuan Yao, Chongyi Wang, Shan Wang, Yinxu Pan, Qianyu Chen, Tianyu Yu, Hanghao Wu, Yue Zhao, Haoye Zhang, Xu Han, Yankai Lin, Jiao Xue, Dahai Li, Zhiyuan Liu, Maosong Sun

CoRR, 2023

AgentVerse: Facilitating Multi-Agent Collaboration and Exploring Emergent Behaviors in Agents.

Weize Chen, Yusheng Su, Jingwei Zuo, Cheng Yang, Chenfei Yuan, Chen Qian, Chi-Min Chan, Yujia Qin, Yaxi Lu, Ruobing Xie, Zhiyuan Liu, Maosong Sun, Jie Zhou

CoRR, 2023

ChatEval: Towards Better LLM-based Evaluators through Multi-Agent Debate.

Chi-Min Chan, Weize Chen, Yusheng Su, Jianxuan Yu, Wei Xue, Shanghang Zhang, Jie Fu, Zhiyuan Liu

CoRR, 2023

ToolLLM: Facilitating Large Language Models to Master 16000+ Real-world APIs.

Yujia Qin, Shihao Liang, Yining Ye, Kunlun Zhu, Lan Yan, Yaxi Lu, Yankai Lin, Xin Cong, Xiangru Tang, Bill Qian, Sihan Zhao, Runchu Tian, Ruobing Xie, Jie Zhou, Mark Gerstein, Dahai Li, Zhiyuan Liu, Maosong Sun

CoRR, 2023

Exploring Format Consistency for Instruction Tuning.

Shihao Liang, Kunlun Zhu, Runchu Tian, Yujia Qin, Huadong Wang, Xin Cong, Zhiyuan Liu, Xiaojiang Liu, Maosong Sun

CoRR, 2023

Communicative Agents for Software Development.

Chen Qian, Xin Cong, Cheng Yang, Weize Chen, Yusheng Su, Juyuan Xu, Zhiyuan Liu, Maosong Sun

CoRR, 2023

CPET: Effective Parameter-Efficient Tuning for Compressed Large Language Models.

Weilin Zhao, Yuxiang Huang, Xu Han, Zhiyuan Liu, Zhengyan Zhang, Maosong Sun

CoRR, 2023

Interactive Molecular Discovery with Natural Language.

Zheni Zeng, Bangchen Yin, Shipeng Wang, Jiarui Liu, Cheng Yang, Haishen Yao, Xingzhi Sun, Maosong Sun, Guotong Xie, Zhiyuan Liu

CoRR, 2023

KoLA: Carefully Benchmarking World Knowledge of Large Language Models.

Jifan Yu, Xiaozhi Wang, Shangqing Tu, Shulin Cao, Daniel Zhang-li, Xin Lv, Hao Peng, Zijun Yao, Xiaohan Zhang, Hanming Li, Chunyang Li, Zheyuan Zhang, Yushi Bai, Yantao Liu, Amy Xin, Nianyi Lin, Kaifeng Yun, Linlu Gong, Jianhui Chen, Zhili Wu, Yunjia Qi, Weikai Li, Yong Guan, Kaisheng Zeng, Ji Qi, Hailong Jin, Jinxin Liu, Yu Gu, Yuan Yao, Ning Ding, Lei Hou, Zhiyuan Liu, Bin Xu, Jie Tang, Juanzi Li

CoRR, 2023

Revisiting Out-of-distribution Robustness in NLP: Benchmark, Analysis, and LLMs Evaluations.

Lifan Yuan, Yangyi Chen, Ganqu Cui, Hongcheng Gao, Fangyuan Zou, Xingyi Cheng, Heng Ji, Zhiyuan Liu, Maosong Sun

CoRR, 2023

Arbitrary Few Parameters are Good Enough for Adapting Large-scale Pre-trained Language Models.

Yusheng Su, Chi-Min Chan, Jiali Cheng, Yujia Qin, Yankai Lin, Shengding Hu, Zonghan Yang, Ning Ding, Zhiyuan Liu, Maosong Sun

CoRR, 2023

Fusion-in-T5: Unifying Document Ranking Signals for Improved Information Retrieval.

Shi Yu, Chenghao Fan, Chenyan Xiong, David Jin, Zhiyuan Liu, Zhenghao Liu

CoRR, 2023

CREATOR: Disentangling Abstract and Concrete Reasonings of Large Language Models through Tool Creation.

Cheng Qian, Chi Han, Yi R. Fung, Yujia Qin, Zhiyuan Liu, Heng Ji

CoRR, 2023

Enhancing Chat Language Models by Scaling High-quality Instructional Conversations.

Ning Ding, Yulin Chen, Bokai Xu, Yujia Qin, Zhi Zheng, Shengding Hu, Zhiyuan Liu, Maosong Sun, Bowen Zhou

CoRR, 2023

Efficient Cross-Lingual Transfer for Chinese Stable Diffusion with Images as Pivots.

Jinyi Hu, Xu Han, Xiaoyuan Yi, Yutong Chen, Wenhao Li, Zhiyuan Liu, Maosong Sun

CoRR, 2023

Tool Learning with Foundation Models.

Yujia Qin, Shengding Hu, Yankai Lin, Weize Chen, Ning Ding, Ganqu Cui, Zheni Zeng, Yufei Huang, Chaojun Xiao, Chi Han, Yi Ren Fung, Yusheng Su, Huadong Wang, Cheng Qian, Runchu Tian, Kunlun Zhu, Shihao Liang, Xingyu Shen, Bokai Xu, Zhen Zhang, Yining Ye, Bowen Li, Ziwei Tang, Jing Yi, Yuzhang Zhu, Zhenning Dai, Lan Yan, Xin Cong, Yaxi Lu, Weilin Zhao, Yuxiang Huang, Junxi Yan, Xu Han, Xian Sun, Dahai Li, Jason Phang, Cheng Yang, Tongshuang Wu, Heng Ji, Zhiyuan Liu, Maosong Sun

CoRR, 2023

Rethinking Dense Retrieval's Few-Shot Ability.

Si Sun, Yida Lu, Shi Yu, Xiangyang Li, Zhonghua Li, Zhao Cao, Zhiyuan Liu, Deiming Ye, Jie Bao

CoRR, 2023

Human Emotion Knowledge Representation Emerges in Large Language Model and Supports Discrete Emotion Inference.

Ming Li, Yusheng Su, Hsiu-Yuan Huang, Jiali Cheng, Xin Hu, Xinmiao Zhang, Huadong Wang, Yujia Qin, Xiaozhi Wang, Zhiyuan Liu, Dan Zhang

CoRR, 2023

Knowledge-Adaptive Contrastive Learning for Recommendation.

Hao Wang, Yao Xu, Cheng Yang, Chuan Shi, Xin Li, Ning Guo, Zhiyuan Liu

Proceedings of the Sixteenth ACM International Conference on Web Search and Data Mining, 2023

OpenMatch-v2: An All-in-one Multi-Modality PLM-based Information Retrieval Toolkit.

Shi Yu, Zhenghao Liu, Chenyan Xiong, Zhiyuan Liu

Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2023

Revisiting Out-of-distribution Robustness in NLP: Benchmarks, Analysis, and LLMs Evaluations.

Lifan Yuan, Yangyi Chen, Ganqu Cui, Hongcheng Gao, Fangyuan Zou, Xingyi Cheng, Heng Ji, Zhiyuan Liu, Maosong Sun

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

H3T: Efficient Integration of Memory Optimization and Parallelism for Large-scale Transformer Training.

Yuzhong Wang, Xu Han, Weilin Zhao, Guoyang Zeng, Zhiyuan Liu, Maosong Sun

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Universal Vision-Language Dense Retrieval: Learning A Unified Representation Space for Multi-Modal Retrieval.

Zhenghao Liu, Chenyan Xiong, Yuanhuiyi Lv, Zhiyuan Liu, Ge Yu

Proceedings of the Eleventh International Conference on Learning Representations, 2023

Beat LLMs at Their Own Game: Zero-Shot LLM-Generated Text Detection via Querying ChatGPT.

Biru Zhu, Lifan Yuan, Ganqu Cui, Yangyi Chen, Chong Fu, Bingxiang He, Yangdong Deng, Zhiyuan Liu, Maosong Sun, Ming Gu

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

Variator: Accelerating Pre-trained Models with Plug-and-Play Compression Modules.

Chaojun Xiao, Yuqi Luo, Wenbin Zhang, Pengle Zhang, Xu Han, Yankai Lin, Zhengyan Zhang, Ruobing Xie, Zhiyuan Liu, Maosong Sun, Jie Zhou

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

Exploring the Impact of Model Scaling on Parameter-Efficient Tuning.

Yusheng Su, Chi-Min Chan, Jiali Cheng, Yujia Qin, Yankai Lin, Shengding Hu, Zonghan Yang, Ning Ding, Xingzhi Sun, Guotong Xie, Zhiyuan Liu, Maosong Sun

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

CREATOR: Tool Creation for Disentangling Abstract and Concrete Reasoning of Large Language Models.

Cheng Qian, Chi Han, Yi Ren Fung, Yujia Qin, Zhiyuan Liu, Heng Ji

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

Sparse Low-rank Adaptation of Pre-trained Language Models.

Ning Ding, Xingtai Lv, Qiaosen Wang, Yulin Chen, Bowen Zhou, Zhiyuan Liu, Maosong Sun

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

Enhancing Chat Language Models by Scaling High-quality Instructional Conversations.

Ning Ding, Yulin Chen, Bokai Xu, Yujia Qin, Shengding Hu, Zhiyuan Liu, Maosong Sun, Bowen Zhou

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

Boosting Inference Efficiency: Unleashing the Power of Parameter-Shared Pre-trained Language Models.

Weize Chen, Xiaoyue Xu, Xu Han, Yankai Lin, Ruobing Xie, Zhiyuan Liu, Maosong Sun, Jie Zhou

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

Text Matching Improves Sequential Recommendation by Reducing Popularity Biases.

Zhenghao Liu, Sen Mei, Chenyan Xiong, Xiaohua Li, Shi Yu, Zhiyuan Liu, Yu Gu, Ge Yu

Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023

MUSER: A Multi-View Similar Case Retrieval Dataset.

Qingquan Li, Yiran Hu, Feng Yao, Chaojun Xiao, Zhiyuan Liu, Maosong Sun, Weixing Shen

Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023

Emergent Modularity in Pre-trained Transformers.

Zhengyan Zhang, Zhiyuan Zeng, Yankai Lin, Chaojun Xiao, Xiaozhi Wang, Xu Han, Zhiyuan Liu, Ruobing Xie, Maosong Sun, Jie Zhou

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

Plug-and-Play Knowledge Injection for Pre-trained Language Models.

Zhengyan Zhang, Zhiyuan Zeng, Yankai Lin, Huadong Wang, Deming Ye, Chaojun Xiao, Xu Han, Zhiyuan Liu, Peng Li, Maosong Sun, Jie Zhou

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

Augmentation-Adapted Retriever Improves Generalization of Language Models as Generic Plug-In.

Zichun Yu, Chenyan Xiong, Shi Yu, Zhiyuan Liu

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

Plug-and-Play Document Modules for Pre-trained Models.

Chaojun Xiao, Zhengyan Zhang, Xu Han, Chi-Min Chan, Yankai Lin, Zhiyuan Liu, Xiangyang Li, Zhonghua Li, Zhao Cao, Maosong Sun

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

READIN: A Chinese Multi-Task Benchmark with Realistic and Diverse Input Noises.

Chenglei Si, Zhengyan Zhang, Yingfa Chen, Xiaozhi Wang, Zhiyuan Liu, Maosong Sun

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

Recyclable Tuning for Continual Pre-training.

Yujia Qin, Cheng Qian, Xu Han, Yankai Lin, Huadong Wang, Ruobing Xie, Zhiyuan Liu, Maosong Sun, Jie Zhou

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

WebCPM: Interactive Web Search for Chinese Long-form Question Answering.

Yujia Qin, Zihan Cai, Dian Jin, Lan Yan, Shihao Liang, Kunlun Zhu, Yankai Lin, Xu Han, Ning Ding, Huadong Wang, Ruobing Xie, Fanchao Qi, Zhiyuan Liu, Maosong Sun, Jie Zhou

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

Parameter-efficient Weight Ensembling Facilitates Task-level Knowledge Transfer.

Xingtai Lv, Ning Ding, Yujia Qin, Zhiyuan Liu, Maosong Sun

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers), 2023

Structure-Aware Language Model Pretraining Improves Dense Retrieval on Structured Data.

Xinze Li, Zhenghao Liu, Chenyan Xiong, Shi Yu, Yu Gu, Zhiyuan Liu, Ge Yu

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

Won't Get Fooled Again: Answering Questions with False Premises.

Shengding Hu, Yifan Luo, Huadong Wang, Xingyi Cheng, Zhiyuan Liu, Maosong Sun

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

OpenDelta: A Plug-and-play Library for Parameter-efficient Adaptation of Pre-trained Models.

Shengding Hu, Ning Ding, Weilin Zhao, Xingtai Lv, Zhen Zhang, Zhiyuan Liu, Maosong Sun

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics: System Demonstrations, 2023

Few-shot Classification with Hypersphere Modeling of Prototypes.

Ning Ding, Yulin Chen, Ganqu Cui, Xiaobin Wang, Haitao Zheng, Zhiyuan Liu, Pengjun Xie

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

Decoder Tuning: Efficient Language Understanding as Decoding.

Ganqu Cui, Wentao Li, Ning Ding, Longtao Huang, Zhiyuan Liu, Maosong Sun

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

A Close Look into the Calibration of Pre-trained Language Models.

Yangyi Chen, Lifan Yuan, Ganqu Cui, Zhiyuan Liu, Heng Ji

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

Stochastic Bridges as Effective Regularizers for Parameter-Efficient Tuning.

Weize Chen, Xu Han, Yankai Lin, Zhiyuan Liu, Maosong Sun, Jie Zhou

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

From Adversarial Arms Race to Model-centric Evaluation: Motivating a Unified Automatic Robustness Evaluation Framework.

Yangyi Chen, Hongcheng Gao, Ganqu Cui, Lifan Yuan, Dehan Kong, Hanlu Wu, Ning Shi, Bo Yuan, Longtao Huang, Hui Xue, Zhiyuan Liu, Maosong Sun, Heng Ji

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

Exploring Lottery Prompts for Pre-trained Language Models.

Yulin Chen, Ning Ding, Xiaobin Wang, Shengding Hu, Haitao Zheng, Zhiyuan Liu, Pengjun Xie

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

Visually Grounded Commonsense Knowledge Acquisition.

Yuan Yao, Tianyu Yu, Ao Zhang, Mengdi Li, Ruobing Xie, Cornelius Weber, Zhiyuan Liu, Hai-Tao Zheng, Stefan Wermter, Tat-Seng Chua, Maosong Sun

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

Spatial relation learning in complementary scenarios with deep neural networks.

Jae Hee Lee, Yuan Yao, Ozan Özdemir, Mengdi Li, Cornelius Weber, Zhiyuan Liu, Stefan Wermter

Frontiers Neurorobotics, September, 2022

PTR: Prompt Tuning with Rules for Text Classification.

Xu Han, Weilin Zhao, Ning Ding, Zhiyuan Liu, Maosong Sun

AI Open, January, 2022

A Unified Understanding of Deep NLP Models for Text Classification.

Zhen Li, Xiting Wang, Weikai Yang, Jing Wu, Zhengyan Zhang, Zhiyuan Liu, Maosong Sun, Hui Zhang, Shixia Liu

IEEE Trans. Vis. Comput. Graph., 2022

COSINE: Compressive Network Embedding on Large-Scale Information Networks.

Zhengyan Zhang, Cheng Yang, Zhiyuan Liu, Maosong Sun, Zhichong Fang, Bo Zhang, Leyu Lin

IEEE Trans. Knowl. Data Eng., 2022

RHINE: Relation Structure-Aware Heterogeneous Information Network Embedding.

Chuan Shi, Yuanfu Lu, Linmei Hu, Zhiyuan Liu, Huadong Ma

IEEE Trans. Knowl. Data Eng., 2022

Guest Editorial: Special Issue on Social Media Computing.

Guojie Song, Chuan Shi, Yizhou Sun, Zhiyuan Liu

IEEE Trans. Big Data, 2022

Improved Transformer With Multi-Head Dense Collaboration.

Huadong Wang, Xin Shen, Mei Tu, Yimeng Zhuang, Zhiyuan Liu

IEEE ACM Trans. Audio Speech Lang. Process., 2022

Finding Skill Neurons in Pre-trained Transformer-based Language Models.

Xiaozhi Wang, Kaiyue Wen, Zhengyan Zhang, Lei Hou, Zhiyuan Liu, Juanzi Li

CoRR, 2022

COPEN: Probing Conceptual Knowledge in Pre-trained Language Models.

Hao Peng, Xiaozhi Wang, Shengding Hu, Hailong Jin, Lei Hou, Juanzi Li, Zhiyuan Liu, Qun Liu

CoRR, 2022

Different Tunes Played with Equal Skill: Exploring a Unified Optimization Subspace for Delta Tuning.

Jing Yi, Weize Chen, Yujia Qin, Yankai Lin, Ning Ding, Xu Han, Zhiyuan Liu, Maosong Sun, Jie Zhou

CoRR, 2022

Universal Multi-Modality Retrieval with One Unified Embedding Space.

Zhenghao Liu, Chenyan Xiong, Yuanhuiyi Lv, Zhiyuan Liu, Ge Yu

CoRR, 2022

GACT: Activation Compressed Training for General Architectures.

Xiaoxuan Liu, Lianmin Zheng, Dequan Wang, Yukuo Cen, Weize Chen, Xu Han, Jianfei Chen, Zhiyuan Liu, Jie Tang, Joey Gonzalez, Michael W. Mahoney, Alvin Cheung

CoRR, 2022

Sparse Structure Search for Parameter-Efficient Tuning.

Shengding Hu, Zhen Zhang, Ning Ding, Yadao Wang, Yasheng Wang, Zhiyuan Liu, Maosong Sun

CoRR, 2022

P³ Ranker: Mitigating the Gaps between Pre-training and Ranking Fine-tuning with Prompt-based Learning and Pre-finetuning.

Xiaomeng Hu, Shi Yu, Chenyan Xiong, Zhenghao Liu, Zhiyuan Liu, Ge Yu

CoRR, 2022

Delta Tuning: A Comprehensive Study of Parameter Efficient Methods for Pre-trained Language Models.

Ning Ding, Yujia Qin, Guang Yang, Fuchao Wei, Zonghan Yang, Yusheng Su, Shengding Hu, Yulin Chen, Chi-Min Chan, Weize Chen, Jing Yi, Weilin Zhao, Xiaozhi Wang, Zhiyuan Liu, Hai-Tao Zheng, Jianfei Chen, Yang Liu, Jie Tang, Juanzi Li, Maosong Sun

CoRR, 2022

P3 Ranker: Mitigating the Gaps between Pre-training and Ranking Fine-tuning with Prompt-based Learning and Pre-finetuning.

Xiaomeng Hu, Shi Yu, Chenyan Xiong, Zhenghao Liu, Zhiyuan Liu, Ge Yu

Proceedings of the SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11, 2022

Moderate-fitting as a Natural Backdoor Defender for Pre-trained Language Models.

Biru Zhu, Yujia Qin, Ganqu Cui, Yangyi Chen, Weilin Zhao, Chong Fu, Yangdong Deng, Zhiyuan Liu, Jingang Wang, Wei Wu, Maosong Sun, Ming Gu

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Sparse Structure Search for Delta Tuning.

Shengding Hu, Zhen Zhang, Ning Ding, Yadao Wang, Yasheng Wang, Zhiyuan Liu, Maosong Sun

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

A Unified Evaluation of Textual Backdoor Learning: Frameworks and Benchmarks.

Ganqu Cui, Lifan Yuan, Bingxiang He, Yangyi Chen, Zhiyuan Liu, Maosong Sun

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

ProQA: Structural Prompt-based Pre-training for Unified Question Answering.

Wanjun Zhong, Yifan Gao, Ning Ding, Yujia Qin, Zhiyuan Liu, Ming Zhou, Jiahai Wang, Jian Yin, Nan Duan

Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2022

On Transferability of Prompt Tuning for Natural Language Processing.

Yusheng Su, Xiaozhi Wang, Yujia Qin, Chi-Min Chan, Yankai Lin, Huadong Wang, Kaiyue Wen, Zhiyuan Liu, Peng Li, Juanzi Li, Lei Hou, Maosong Sun, Jie Zhou

Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2022

Knowledge Inheritance for Pre-trained Language Models.

Yujia Qin, Yankai Lin, Jing Yi, Jiajie Zhang, Xu Han, Zhengyan Zhang, Yusheng Su, Zhiyuan Liu, Peng Li, Maosong Sun, Jie Zhou

Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2022

Exploring the Universal Vulnerability of Prompt-based Learning Paradigm.

Lei Xu, Yangyi Chen, Ganqu Cui, Hongcheng Gao, Zhiyuan Liu

Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2022, 2022

GACT: Activation Compressed Training for Generic Network Architectures.

Xiaoxuan Liu, Lianmin Zheng, Dequan Wang, Yukuo Cen, Weize Chen, Xu Han, Jianfei Chen, Zhiyuan Liu, Jie Tang, Joey Gonzalez, Michael W. Mahoney, Alvin Cheung

Proceedings of the International Conference on Machine Learning, 2022

BMCook: A Task-agnostic Compression Toolkit for Big Models.

Zhengyan Zhang, Baitao Gong, Yingfa Chen, Xu Han, Guoyang Zeng, Weilin Zhao, Yanxu Chen, Zhiyuan Liu, Maosong Sun

Proceedings of the The 2022 Conference on Empirical Methods in Natural Language Processing, 2022

Different Tunes Played with Equal Skill: Exploring a Unified Optimization Subspace for Parameter-Efficient Tuning.

Jing Yi, Weize Chen, Yujia Qin, Yankai Lin, Ning Ding, Xu Han, Zhiyuan Liu, Maosong Sun, Jie Zhou

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022

PEVL: Position-enhanced Pre-training and Prompt Tuning for Vision-language Models.

Yuan Yao, Qianyu Chen, Ao Zhang, Wei Ji, Zhiyuan Liu, Tat-Seng Chua, Maosong Sun

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

MAVEN-ERE: A Unified Large-scale Dataset for Event Coreference, Temporal, Causal, and Subevent Relation Extraction.

Xiaozhi Wang, Yulin Chen, Ning Ding, Hao Peng, Zimu Wang, Yankai Lin, Xu Han, Lei Hou, Juanzi Li, Zhiyuan Liu, Peng Li, Jie Zhou

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

Reduce Catastrophic Forgetting of Dense Retrieval Training with Teleportation Negatives.

Si Sun, Chenyan Xiong, Yue Yu, Arnold Overwijk, Zhiyuan Liu, Jie Bao

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

Exploring Mode Connectivity for Pre-trained Language Models.

Yujia Qin, Cheng Qian, Jing Yi, Weize Chen, Yankai Lin, Xu Han, Zhiyuan Liu, Maosong Sun, Jie Zhou

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

Dimension Reduction for Efficient Dense Retrieval via Conditional Autoencoder.

Zhenghao Liu, Han Zhang, Chenyan Xiong, Zhiyuan Liu, Yu Gu, Xiaohua Li

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

FPT: Improving Prompt Tuning Efficiency via Progressive Training.

Yufei Huang, Yujia Qin, Huadong Wang, Yichun Yin, Maosong Sun, Zhiyuan Liu, Qun Liu

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022

Textual Backdoor Attacks Can Be More Harmful via Two Simple Tricks.

Yangyi Chen, Fanchao Qi, Hongcheng Gao, Zhiyuan Liu, Maosong Sun

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

Why Should Adversarial Perturbations be Imperceptible? Rethink the Research Paradigm in Adversarial NLP.

Yangyi Chen, Hongcheng Gao, Ganqu Cui, Fanchao Qi, Longtao Huang, Zhiyuan Liu, Maosong Sun

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

Prompt-learning for Fine-grained Entity Typing.

Ning Ding, Yulin Chen, Xu Han, Guangwei Xu, Xiaobin Wang, Pengjun Xie, Haitao Zheng, Zhiyuan Liu, Juanzi Li, Hong-Gee Kim

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022

Fine-Grained Scene Graph Generation with Data Transfer.

Ao Zhang, Yuan Yao, Qianyu Chen, Wei Ji, Zhiyuan Liu, Maosong Sun, Tat-Seng Chua

Proceedings of the Computer Vision - ECCV 2022, 2022

Automatic Label Sequence Generation for Prompting Sequence-to-sequence Models.

Zichun Yu, Tianyu Gao, Zhengyan Zhang, Yankai Lin, Zhiyuan Liu, Maosong Sun, Jie Zhou

Proceedings of the 29th International Conference on Computational Linguistics, 2022

Pass off Fish Eyes for Pearls: Attacking Model Selection of Pre-trained Models.

Biru Zhu, Yujia Qin, Fanchao Qi, Yangdong Deng, Zhiyuan Liu, Maosong Sun, Ming Gu

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

MoEfication: Transformer Feed-forward Layers are Mixtures of Experts.

Zhengyan Zhang, Yankai Lin, Zhiyuan Liu, Peng Li, Maosong Sun, Jie Zhou

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2022, 2022

Going "Deeper": Structured Sememe Prediction via Transformer with Tree Attention.

Yining Ye, Fanchao Qi, Zhiyuan Liu, Maosong Sun

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2022, 2022

A Simple but Effective Pluggable Entity Lookup Table for Pre-trained Language Models.

Deming Ye, Yankai Lin, Peng Li, Maosong Sun, Zhiyuan Liu

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers), 2022

LEVEN: A Large-Scale Chinese Legal Event Detection Dataset.

Feng Yao, Chaojun Xiao, Xiaozhi Wang, Zhiyuan Liu, Lei Hou, Cunchao Tu, Juanzi Li, Yun Liu, Weixing Shen, Maosong Sun

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2022, 2022

Prompt Tuning for Discriminative Pre-trained Language Models.

Yuan Yao, Bowen Dong, Ao Zhang, Zhengyan Zhang, Ruobing Xie, Zhiyuan Liu, Leyu Lin, Maosong Sun, Jianyong Wang

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2022, 2022

ELLE: Efficient Lifelong Pre-training for Emerging Data.

Yujia Qin, Jiajie Zhang, Yankai Lin, Zhiyuan Liu, Peng Li, Maosong Sun, Jie Zhou

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2022, 2022

QuoteR: A Benchmark of Quote Recommendation for Writing.

Fanchao Qi, Yanhui Yang, Jing Yi, Zhili Cheng, Zhiyuan Liu, Maosong Sun

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

Sememe Prediction for BabelNet Synsets using Multilingual and Multimodal Information.

Fanchao Qi, Chuancheng Lv, Zhiyuan Liu, Xiaojun Meng, Maosong Sun, Hai-Tao Zheng

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2022, 2022

Do Pre-trained Models Benefit Knowledge Graph Completion? A Reliable Evaluation and a Reasonable Approach.

Xin Lv, Yankai Lin, Yixin Cao, Lei Hou, Juanzi Li, Zhiyuan Liu, Peng Li, Jie Zhou

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2022, 2022

Knowledgeable Prompt-tuning: Incorporating Knowledge into Prompt Verbalizer for Text Classification.

Shengding Hu, Ning Ding, Huadong Wang, Zhiyuan Liu, Jingang Wang, Juanzi Li, Wei Wu, Maosong Sun

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

BMInf: An Efficient Toolkit for Big Model Inference and Tuning.

Xu Han, Guoyang Zeng, Weilin Zhao, Zhiyuan Liu, Zhengyan Zhang, Jie Zhou, Jun Zhang, Jia Chao, Maosong Sun

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics, 2022

Cross-Lingual Contrastive Learning for Fine-Grained Entity Typing for Low-Resource Languages.

Xu Han, Yuqi Luo, Weize Chen, Zhiyuan Liu, Maosong Sun, Botong Zhou, Fei Hao, Suncong Zheng

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

PPT: Pre-trained Prompt Tuning for Few-shot Learning.

Yuxian Gu, Xu Han, Zhiyuan Liu, Minlie Huang

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

OpenPrompt: An Open-source Framework for Prompt-learning.

Ning Ding, Shengding Hu, Weilin Zhao, Yulin Chen, Zhiyuan Liu, Haitao Zheng, Maosong Sun

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics, 2022

Prototypical Verbalizer for Prompt-based Few-shot Tuning.

Ganqu Cui, Shengding Hu, Ning Ding, Longtao Huang, Zhiyuan Liu

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

bert2BERT: Towards Reusable Pretrained Language Models.

Cheng Chen, Yichun Yin, Lifeng Shang, Xin Jiang, Yujia Qin, Fengyu Wang, Zhi Wang, Xiao Chen, Zhiyuan Liu, Qun Liu

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

Fully Hyperbolic Neural Networks.

Weize Chen, Xu Han, Yankai Lin, Hexu Zhao, Zhiyuan Liu, Peng Li, Maosong Sun, Jie Zhou

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

Program Transfer for Answering Complex Questions over Knowledge Bases.

Shulin Cao, Jiaxin Shi, Zijun Yao, Xin Lv, Jifan Yu, Lei Hou, Juanzi Li, Zhiyuan Liu, Jinghui Xiao

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

Video as Conditional Graph Hierarchy for Multi-Granular Question Answering.

Junbin Xiao, Angela Yao, Zhiyuan Liu, Yicong Li, Wei Ji, Tat-Seng Chua

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

Network Embedding: Theories, Methods, and Applications

Cheng Yang, Zhiyuan Liu, Cunchao Tu, Chuan Shi, Maosong Sun

Synthesis Lectures on Artificial Intelligence and Machine Learning, Morgan & Claypool Publishers, ISBN: 978-3-031-01590-8, 2021

Neural Diffusion Model for Microscopic Cascade Study.

Cheng Yang, Maosong Sun, Haoran Liu, Shiyi Han, Zhiyuan Liu, Huanbo Luan

IEEE Trans. Knowl. Data Eng., 2021

CED: Credible Early Detection of Social Media Rumors.

Changhe Song, Cheng Yang, Huimin Chen, Cunchao Tu, Zhiyuan Liu, Maosong Sun

IEEE Trans. Knowl. Data Eng., 2021

Country Image in COVID-19 Pandemic: A Case Study of China.

Huimin Chen, Zeyu Zhu, Fanchao Qi, Yining Ye, Zhiyuan Liu, Maosong Sun, Jianbin Jin

IEEE Trans. Big Data, 2021

CSS-LM: A Contrastive Framework for Semi-Supervised Fine-Tuning of Pre-Trained Language Models.

YuSheng Su, Xu Han, Yankai Lin, Zhengyan Zhang, Zhiyuan Liu, Peng Li, Jie Zhou, Maosong Sun

IEEE ACM Trans. Audio Speech Lang. Process., 2021

KEPLER: A Unified Model for Knowledge Embedding and Pre-trained Language Representation.

Xiaozhi Wang, Tianyu Gao, Zhaocheng Zhu, Zhengyan Zhang, Zhiyuan Liu, Juanzi Li, Jian Tang

Trans. Assoc. Comput. Linguistics, 2021

From Symbols to Embeddings: A Tale of Two Representations in Computational Social Science.

Huimin Chen, Cheng Yang, Xuanming Zhang, Zhiyuan Liu, Maosong Sun, Jianbin Jin

J. Soc. Comput., 2021

Text-Graph Enhanced Knowledge Graph Representation Learning.

Linmei Hu, Mengmei Zhang, Shaohua Li, Jinghan Shi, Chuan Shi, Cheng Yang, Zhiyuan Liu

Frontiers Artif. Intell., 2021

Knowledge Transfer via Pre-training for Recommendation: A Review and Prospect.

Zheni Zeng, Chaojun Xiao, Yuan Yao, Ruobing Xie, Zhiyuan Liu, Fen Lin, Leyu Lin, Maosong Sun

Frontiers Big Data, 2021

Sememe knowledge computation: a review of recent advances in application and expansion of sememe knowledge bases.

Fanchao Qi, Ruobing Xie, Yuan Zang, Zhiyuan Liu, Maosong Sun

Frontiers Comput. Sci., 2021

CUGE: A Chinese Language Understanding and Generation Evaluation Benchmark.

Yuan Yao, Qingxiu Dong, Jian Guan, Boxi Cao, Zhengyan Zhang, Chaojun Xiao, Xiaozhi Wang, Fanchao Qi, Junwei Bao, Jinran Nie, Zheni Zeng, Yuxian Gu, Kun Zhou, Xuancheng Huang, Wenhao Li, Shuhuai Ren, Jinliang Lu, Chengqiang Xu, Huadong Wang, Guoyang Zeng, Zile Zhou, Jiajun Zhang, Juanzi Li, Minlie Huang, Rui Yan, Xiaodong He, Xiaojun Wan, Xin Zhao, Xu Sun, Yang Liu, Zhiyuan Liu, Xianpei Han, Erhong Yang, Zhifang Sui, Maosong Sun

CoRR, 2021

On Transferability of Prompt Tuning for Natural Language Understanding.

YuSheng Su, Xiaozhi Wang, Yujia Qin, Chi-Min Chan, Yankai Lin, Zhiyuan Liu, Peng Li, Juanzi Li, Lei Hou, Maosong Sun, Jie Zhou

CoRR, 2021

Textual Backdoor Attacks Can Be More Harmful via Two Simple Tricks.

Yangyi Chen, Fanchao Qi, Zhiyuan Liu, Maosong Sun

CoRR, 2021

Exploring Low-dimensional Intrinsic Task Subspace via Prompt Tuning.

Yujia Qin, Xiaozhi Wang, YuSheng Su, Yankai Lin, Ning Ding, Zhiyuan Liu, Juanzi Li, Lei Hou, Peng Li, Maosong Sun, Jie Zhou

CoRR, 2021

MoEfication: Conditional Computation of Transformer Models for Efficient Inference.

Zhengyan Zhang, Yankai Lin, Zhiyuan Liu, Peng Li, Maosong Sun, Jie Zhou

CoRR, 2021

CPT: Colorful Prompt Tuning for Pre-trained Vision-Language Models.

Yuan Yao, Ao Zhang, Zhengyan Zhang, Zhiyuan Liu, Tat-Seng Chua, Maosong Sun

CoRR, 2021

Prompt-Learning for Fine-Grained Entity Typing.

Ning Ding, Yulin Chen, Xu Han, Guangwei Xu, Pengjun Xie, Hai-Tao Zheng, Zhiyuan Liu, Juanzi Li, Hong-Gee Kim

CoRR, 2021

Knowledgeable Prompt-tuning: Incorporating Knowledge into Prompt Verbalizer for Text Classification.

Shengding Hu, Ning Ding, Huadong Wang, Zhiyuan Liu, Juanzi Li, Maosong Sun

CoRR, 2021

Evaluating Modules in Graph Contrastive Learning.

Ganqu Cui, Yufeng Du, Cheng Yang, Jie Zhou, Liang Xu, Lifeng Wang, Zhiyuan Liu

CoRR, 2021

Pre-Trained Models: Past, Present and Future.

Xu Han, Zhengyan Zhang, Ning Ding, Yuxian Gu, Xiao Liu, Yuqi Huo, Jiezhong Qiu, Liang Zhang, Wentao Han, Minlie Huang, Qin Jin, Yanyan Lan, Yang Liu, Zhiyuan Liu, Zhiwu Lu, Xipeng Qiu, Ruihua Song, Jie Tang, Ji-Rong Wen, Jinhui Yuan, Wayne Xin Zhao, Jun Zhu

CoRR, 2021

SHUOWEN-JIEZI: Linguistically Informed Tokenizers For Chinese Language Model Pretraining.

Chenglei Si, Zhengyan Zhang, Yingfa Chen, Fanchao Qi, Xiaozhi Wang, Zhiyuan Liu, Maosong Sun

CoRR, 2021

Equality before the Law: Legal Judgment Consistency Analysis for Fairness.

Yuzhong Wang, Chaojun Xiao, Shirong Ma, Haoxi Zhong, Cunchao Tu, Tianyang Zhang, Zhiyuan Liu, Maosong Sun

CoRR, 2021

UPRec: User-Aware Pre-training for Recommender Systems.

Chaojun Xiao, Ruobing Xie, Yuan Yao, Zhiyuan Liu, Maosong Sun, Xu Zhang, Leyu Lin

CoRR, 2021

CSS-LM: A Contrastive Framework for Semi-supervised Fine-tuning of Pre-trained Language Models.

YuSheng Su, Xu Han, Yankai Lin, Zhengyan Zhang, Zhiyuan Liu, Peng Li, Maosong Sun

CoRR, 2021

Representation Learning for Natural Language Processing.

Zhiyuan Liu, Yankai Lin, Maosong Sun

CoRR, 2021

OpenMatch: An Open-Source Package for Information Retrieval.

Zhenghao Liu, Kaitao Zhang, Chenyan Xiong, Zhiyuan Liu

CoRR, 2021

Red Alarm for Pre-trained Models: Universal Vulnerabilities by Neuron-Level Backdoor Attacks.

Zhengyan Zhang, Guangxuan Xiao, Yongwei Li, Tian Lv, Fanchao Qi, Zhiyuan Liu, Yasheng Wang, Xin Jiang, Maosong Sun

CoRR, 2021

Knowledgeable machine learning for natural language processing.

Xu Han, Zhengyan Zhang, Zhiyuan Liu

Commun. ACM, 2021

Know what you don't need: Single-Shot Meta-Pruning for attention heads.

Zhengyan Zhang, Fanchao Qi, Zhiyuan Liu, Qun Liu, Maosong Sun

AI Open, 2021

CPM: A large-scale generative Chinese Pre-trained language model.

Zhengyan Zhang, Xu Han, Hao Zhou, Pei Ke, Yuxian Gu, Deming Ye, Yujia Qin, Yusheng Su, Haozhe Ji, Jian Guan, Fanchao Qi, Xiaozhi Wang, Yanan Zheng, Guoyang Zeng, Huanqi Cao, Shengqi Chen, Daixuan Li, Zhenbo Sun, Zhiyuan Liu, Minlie Huang, Wentao Han, Jie Tang, Juanzi Li, Xiaoyan Zhu, Maosong Sun

AI Open, 2021

CPM-2: Large-scale cost-effective pre-trained language models.

Zhengyan Zhang, Yuxian Gu, Xu Han, Shengqi Chen, Chaojun Xiao, Zhenbo Sun, Yuan Yao, Fanchao Qi, Jian Guan, Pei Ke, Yanzheng Cai, Guoyang Zeng, Zhixing Tan, Zhiyuan Liu, Minlie Huang, Wentao Han, Yang Liu, Xiaoyan Zhu, Maosong Sun

AI Open, 2021

Lawformer: A pre-trained language model for Chinese legal long documents.

Chaojun Xiao, Xueyu Hu, Zhiyuan Liu, Cunchao Tu, Maosong Sun

AI Open, 2021

CokeBERT: Contextual knowledge selection and embedding towards enhanced pre-trained language models.

Yusheng Su, Xu Han, Zhengyan Zhang, Yankai Lin, Peng Li, Zhiyuan Liu, Jie Zhou, Maosong Sun

AI Open, 2021

Pre-trained models: Past, present and future.

Xu Han, Zhengyan Zhang, Ning Ding, Yuxian Gu, Xiao Liu, Yuqi Huo, Jiezhong Qiu, Yuan Yao, Ao Zhang, Liang Zhang, Wentao Han, Minlie Huang, Qin Jin, Yanyan Lan, Yang Liu, Zhiyuan Liu, Zhiwu Lu, Xipeng Qiu, Ruihua Song, Jie Tang, Ji-Rong Wen, Jinhui Yuan, Wayne Xin Zhao, Jun Zhu

AI Open, 2021

Few-Shot Conversational Dense Retrieval.

Shi Yu, Zhenghao Liu, Chenyan Xiong, Tao Feng, Zhiyuan Liu

Proceedings of the SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2021

OpenMatch: An Open Source Library for Neu-IR Research.

Zhenghao Liu, Kaitao Zhang, Chenyan Xiong, Zhiyuan Liu, Maosong Sun

Proceedings of the SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2021

Capturing Global Informativeness in Open Domain Keyphrase Extraction.

Si Sun, Zhenghao Liu, Chenyan Xiong, Zhiyuan Liu, Jie Bao

Proceedings of the Natural Language Processing and Chinese Computing, 2021

Open Hierarchical Relation Extraction.

Kai Zhang, Yuan Yao, Ruobing Xie, Xu Han, Zhiyuan Liu, Fen Lin, Leyu Lin, Maosong Sun

Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021

EnglishBot: An AI-Powered Conversational System for Second Language Learning.

Sherry Ruan, Liwei Jiang, Qianyao Xu, Zhiyuan Liu, Glenn M. Davis, Emma Brunskill, James A. Landay

Proceedings of the IUI '21: 26th International Conference on Intelligent User Interfaces, 2021

Robotic Occlusion Reasoning for Efficient Object Existence Prediction.

Mengdi Li, Cornelius Weber, Matthias Kerzel, Jae Hee Lee, Zheni Zeng, Zhiyuan Liu, Stefan Wermter

Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2021

More Robust Dense Retrieval with Contrastive Dual Learning.

Yizhi Li, Zhenghao Liu, Chenyan Xiong, Zhiyuan Liu

Proceedings of the ICTIR '21: The 2021 ACM SIGIR International Conference on the Theory of Information Retrieval, 2021

Visual Distant Supervision for Scene Graph Generation.

Yuan Yao, Ao Zhang, Xu Han, Mengdi Li, Cornelius Weber, Zhiyuan Liu, Stefan Wermter, Maosong Sun

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

CodRED: A Cross-Document Relation Extraction Dataset for Acquiring Knowledge in the Wild.

Yuan Yao, Jiaju Du, Yankai Lin, Peng Li, Zhiyuan Liu, Jie Zhou, Maosong Sun

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

TIAGE: A Benchmark for Topic-Shift Aware Dialog Modeling.

Huiyuan Xie, Zhenghao Liu, Chenyan Xiong, Zhiyuan Liu, Ann A. Copestake

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2021, 2021

Mind the Style of Text! Adversarial and Backdoor Attacks Based on Text Style Transfer.

Fanchao Qi, Yangyi Chen, Xurui Zhang, Mukai Li, Zhiyuan Liu, Maosong Sun

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

ONION: A Simple and Effective Defense Against Textual Backdoor Attacks.

Fanchao Qi, Yangyi Chen, Mukai Li, Yuan Yao, Zhiyuan Liu, Maosong Sun

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

Is Multi-Hop Reasoning Really Explainable? Towards Benchmarking Reasoning Interpretability.

Xin Lv, Yixin Cao, Lei Hou, Juanzi Li, Zhiyuan Liu, Yichi Zhang, Zelin Dai

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

KACC: A Multi-task Benchmark for Knowledge Abstraction, Concretization and Completion.

Jie Zhou, Shengding Hu, Xin Lv, Cheng Yang, Zhiyuan Liu, Wei Xu, Jie Jiang, Juanzi Li, Maosong Sun

Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021

OpenAttack: An Open-source Textual Adversarial Attack Toolkit.

Guoyang Zeng, Fanchao Qi, Qianrui Zhou, Tingji Zhang, Zixian Ma, Bairu Hou, Yuan Zang, Zhiyuan Liu, Maosong Sun

Proceedings of the Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

CLEVE: Contrastive Pre-training for Event Extraction.

Ziqi Wang, Xiaozhi Wang, Xu Han, Yankai Lin, Lei Hou, Zhiyuan Liu, Peng Li, Juanzi Li, Jie Zhou

Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

Few-Shot Text Ranking with Meta Adapted Synthetic Weak Supervision.

Si Sun, Yingzhuo Qian, Zhenghao Liu, Chenyan Xiong, Kaitao Zhang, Jie Bao, Zhiyuan Liu, Paul Bennett

Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

Better Robustness by More Coverage: Adversarial and Mixup Data Augmentation for Robust Finetuning.

Chenglei Si, Zhengyan Zhang, Fanchao Qi, Zhiyuan Liu, Yasheng Wang, Qun Liu, Maosong Sun

Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021

ERICA: Improving Entity and Relation Understanding for Pre-trained Language Models via Contrastive Learning.

Yujia Qin, Yankai Lin, Ryuichi Takanobu, Zhiyuan Liu, Peng Li, Heng Ji, Minlie Huang, Maosong Sun, Jie Zhou

Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

Turn the Combination Lock: Learnable Textual Backdoor Attacks via Word Substitution.

Fanchao Qi, Yuan Yao, Sophia Xu, Zhiyuan Liu, Maosong Sun

Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

Hidden Killer: Invisible Textual Backdoor Attacks with Syntactic Trigger.

Fanchao Qi, Mukai Li, Yangyi Chen, Zhengyan Zhang, Zhiyuan Liu, Yasheng Wang, Maosong Sun

Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

Automatic Construction of Sememe Knowledge Bases via Dictionaries.

Fanchao Qi, Yangyi Chen, Fengyu Wang, Zhiyuan Liu, Xiao Chen, Maosong Sun

Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021

Manual Evaluation Matters: Reviewing Test Protocols of Distantly Supervised Relation Extraction.

Tianyu Gao, Xu Han, Yuzhuo Bai, Keyue Qiu, Zhiyu Xie, Yankai Lin, Zhiyuan Liu, Peng Li, Maosong Sun, Jie Zhou

Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021

Few-NERD: A Few-shot Named Entity Recognition Dataset.

Ning Ding, Guangwei Xu, Yulin Chen, Xiaobin Wang, Xu Han, Pengjun Xie, Haitao Zheng, Zhiyuan Liu

Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

Adversarial Language Games for Advanced Natural Language Intelligence.

Yuan Yao, Haoxi Zhong, Zhengyan Zhang, Xu Han, Xiaozhi Wang, Kai Zhang, Chaojun Xiao, Guoyang Zeng, Zhiyuan Liu, Maosong Sun

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

Introduction to Graph Neural Networks

Zhiyuan Liu, Jie Zhou

Synthesis Lectures on Artificial Intelligence and Machine Learning, Morgan & Claypool Publishers, ISBN: 978-3-031-01587-8, 2020

Representation Learning for the Semantic Web.

Heiko Paulheim, Volker Tresp, Zhiyuan Liu

J. Web Semant., 2020

Improving Sequence Modeling Ability of Recurrent Neural Networks via Sememes.

Yujia Qin, Fanchao Qi, Sicong Ouyang, Zhiyuan Liu, Cheng Yang, Yasheng Wang, Qun Liu, Maosong Sun

IEEE ACM Trans. Audio Speech Lang. Process., 2020

Reinforced Zero-Shot Cross-Lingual Neural Headline Generation.

Ayana, Yun Chen, Cheng Yang, Zhiyuan Liu, Maosong Sun

IEEE ACM Trans. Audio Speech Lang. Process., 2020

Integrating Image-Based and Knowledge-Based Representation Learning.

Ruobing Xie, Stefan Heinrich, Zhiyuan Liu, Cornelius Weber, Yuan Yao, Stefan Wermter, Maosong Sun

IEEE Trans. Cogn. Dev. Syst., 2020

Crossmodal Language Grounding in an Embodied Neurocognitive Model.

Stefan Heinrich, Yuan Yao, Tobias Hinz, Zhiyuan Liu, Thomas Hummel, Matthias Kerzel, Cornelius Weber, Stefan Wermter

Frontiers Neurorobotics, 2020

Better Robustness by More Coverage: Adversarial Training with Mixup Augmentation for Robust Fine-tuning.

Chenglei Si, Zhengyan Zhang, Fanchao Qi, Zhiyuan Liu, Yasheng Wang, Qun Liu, Maosong Sun

CoRR, 2020

Meta Adaptive Neural Ranking with Contrastive Synthetic Supervision.

Si Sun, Yingzhuo Qian, Zhenghao Liu, Chenyan Xiong, Kaitao Zhang, Jie Bao, Zhiyuan Liu, Paul Bennett

CoRR, 2020

ONION: A Simple and Effective Defense Against Textual Backdoor Attacks.

Fanchao Qi, Yangyi Chen, Mukai Li, Zhiyuan Liu, Maosong Sun

CoRR, 2020

CMT in TREC-COVID Round 2: Mitigating the Generalization Gaps from Web to Special Domain Search.

Chenyan Xiong, Zhenghao Liu, Si Sun, Zhuyun Dai, Kaitao Zhang, Shi Yu, Zhiyuan Liu, Hoifung Poon, Jianfeng Gao, Paul Bennett

CoRR, 2020

Exploring and Evaluating Attributes, Values, and Structures for Entity Alignment.

Zhiyuan Liu, Yixin Cao, Liangming Pan, Juanzi Li, Zhiyuan Liu, Tat-Seng Chua

CoRR, 2020

Contextual Knowledge Selection and Embedding towards Enhanced Pre-Trained Language Models.

YuSheng Su, Xu Han, Zhengyan Zhang, Peng Li, Zhiyuan Liu, Yankai Lin, Jie Zhou, Maosong Sun

CoRR, 2020

Learning to Attack: Towards Textual Adversarial Attacking in Real-world Situations.

Yuan Zang, Bairu Hou, Fanchao Qi, Zhiyuan Liu, Xiaojun Meng, Maosong Sun

CoRR, 2020

OpenAttack: An Open-source Textual Adversarial Attack Toolkit.

Guoyang Zeng, Fanchao Qi, Qianrui Zhou, Tingji Zhang, Bairu Hou, Yuan Zang, Zhiyuan Liu, Maosong Sun

CoRR, 2020

Joint Keyphrase Chunking and Salience Ranking with BERT.

Si Sun, Chenyan Xiong, Zhenghao Liu, Zhiyuan Liu, Jie Bao

CoRR, 2020

KACC: A Multi-task Benchmark for Knowledge Abstraction, Concretization and Completion.

Jie Zhou, Xin Lv, Cheng Yang, Zhiyuan Liu, Juanzi Li, Maosong Sun

CoRR, 2020

Coreferential Reasoning Learning for Language Representation.

Deming Ye, Yankai Lin, Jiaju Du, Zhenghao Liu, Maosong Sun, Zhiyuan Liu

CoRR, 2020

Lexical Sememe Prediction using Dictionary Definitions by Capturing Local Semantic Correspondence.

Jiaju Du, Fanchao Qi, Maosong Sun, Zhiyuan Liu

CoRR, 2020

Topic-sensitive neural headline generation.

Ayana, Ziyun Wang, Lei Xu, Zhiyuan Liu, Maosong Sun

Sci. China Inf. Sci., 2020

Graph neural networks: A review of methods and applications.

Jie Zhou, Ganqu Cui, Shengding Hu, Zhengyan Zhang, Cheng Yang, Zhiyuan Liu, Lifeng Wang, Changcheng Li, Maosong Sun

AI Open, 2020

Selective Weak Supervision for Neural Information Retrieval.

Kaitao Zhang, Chenyan Xiong, Zhenghao Liu, Zhiyuan Liu

Proceedings of the WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020, 2020

Few-Shot Generative Conversational Query Rewriting.

Shi Yu, Jiahua Liu, Jingqin Yang, Chenyan Xiong, Paul N. Bennett, Jianfeng Gao, Zhiyuan Liu

Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, 2020

Enhancing Transformer with Sememe Knowledge.

Yuhui Zhang, Chenghao Yang, Zhengping Zhou, Zhiyuan Liu

Proceedings of the 5th Workshop on Representation Learning for NLP, 2020

Graph Policy Network for Transferable Active Learning on Graphs.

Shengding Hu, Zheng Xiong, Meng Qu, Xingdi Yuan, Marc-Alexandre Côté, Zhiyuan Liu, Jian Tang

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Adaptive Graph Encoder for Attributed Graph Embedding.

Ganqu Cui, Jie Zhou, Cheng Yang, Zhiyuan Liu

Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020

ExpanRL: Hierarchical Reinforcement Learning for Course Concept Expansion in MOOCs.

Jifan Yu, Chenyu Wang, Gan Luo, Lei Hou, Juanzi Li, Jie Tang, Minlie Huang, Zhiyuan Liu

Proceedings of the 1st Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 10th International Joint Conference on Natural Language Processing, 2020

Neural Gibbs Sampling for Joint Event Argument Extraction.

Xiaozhi Wang, Shengyu Jia, Xu Han, Zhiyuan Liu, Juanzi Li, Peng Li, Jie Zhou

Proceedings of the 1st Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 10th International Joint Conference on Natural Language Processing, 2020

More Data, More Relations, More Context and More Openness: A Review and Outlook for Relation Extraction.

Xu Han, Tianyu Gao, Yankai Lin, Hao Peng, Yaoliang Yang, Chaojun Xiao, Zhiyuan Liu, Peng Li, Jie Zhou, Maosong Sun

Proceedings of the 1st Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 10th International Joint Conference on Natural Language Processing, 2020

Learning from Explanations with Neural Execution Tree.

Ziqi Wang, Yujia Qin, Wenxuan Zhou, Jun Yan, Qinyuan Ye, Leonardo Neves, Zhiyuan Liu, Xiang Ren

Proceedings of the 8th International Conference on Learning Representations, 2020

Coreferential Reasoning Learning for Language Representation.

Deming Ye, Yankai Lin, Jiaju Du, Zhenghao Liu, Peng Li, Maosong Sun, Zhiyuan Liu

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

Denoising Relation Extraction from Document-level Distant Supervision.

Chaojun Xiao, Yuan Yao, Ruobing Xie, Xu Han, Zhiyuan Liu, Maosong Sun, Fen Lin, Leyu Lin

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

MAVEN: A Massive General Domain Event Detection Dataset.

Xiaozhi Wang, Ziqi Wang, Xu Han, Wangyi Jiang, Rong Han, Zhiyuan Liu, Juanzi Li, Peng Li, Yankai Lin, Jie Zhou

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

WantWords: An Open-source Online Reverse Dictionary System.

Fanchao Qi, Lei Zhang, Yanhui Yang, Zhiyuan Liu, Maosong Sun

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing: System Demonstrations, 2020

Learning from Context or Names? An Empirical Study on Neural Relation Extraction.

Hao Peng, Tianyu Gao, Xu Han, Yankai Lin, Peng Li, Zhiyuan Liu, Maosong Sun, Jie Zhou

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

Dynamic Anticipation and Completion for Multi-Hop Reasoning over Sparse Knowledge Graph.

Xin Lv, Xu Han, Lei Hou, Juanzi Li, Zhiyuan Liu, Wei Zhang, Yichi Zhang, Hao Kong, Suhui Wu

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

Generalizing Open Domain Fact Extraction and Verification to COVID-FACT thorough In-Domain Language Modeling.

Zhenghao Liu, Chenyan Xiong, Zhuyun Dai, Si Sun, Maosong Sun, Zhiyuan Liu

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020

Exploring and Evaluating Attributes, Values, and Structures for Entity Alignment.

Zhiyuan Liu, Yixin Cao, Liangming Pan, Juanzi Li, Tat-Seng Chua

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

IsOBS: An Information System for Oracle Bone Script.

Xu Han, Yuzhuo Bai, Keyue Qiu, Zhiyuan Liu, Maosong Sun

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing: System Demonstrations, 2020

Train No Evil: Selective Masking for Task-Guided Pre-Training.

Yuxian Gu, Zhengyan Zhang, Xiaozhi Wang, Zhiyuan Liu, Maosong Sun

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

Partially-Aligned Data-to-Text Generation with Distant Supervision.

Zihao Fu, Bei Shi, Wai Lam, Lidong Bing, Zhiyuan Liu

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

Try to Substitute: An Unsupervised Chinese Word Sense Disambiguation Method Based on HowNet.

Bairu Hou, Fanchao Qi, Yuan Zang, Xurui Zhang, Zhiyuan Liu, Maosong Sun

Proceedings of the 28th International Conference on Computational Linguistics, 2020

Meta-Information Guided Meta-Learning for Few-Shot Relation Classification.

Bowen Dong, Yuan Yao, Ruobing Xie, Tianyu Gao, Xu Han, Zhiyuan Liu, Fen Lin, Leyu Lin, Maosong Sun

Proceedings of the 28th International Conference on Computational Linguistics, 2020

How Does NLP Benefit Legal System: A Summary of Legal Artificial Intelligence.

Haoxi Zhong, Chaojun Xiao, Cunchao Tu, Tianyang Zhang, Zhiyuan Liu, Maosong Sun

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

Grounded Conversation Generation as Guided Traverses in Commonsense Knowledge Graphs.

Houyu Zhang, Zhenghao Liu, Chenyan Xiong, Zhiyuan Liu

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

Word-level Textual Adversarial Attacking as Combinatorial Optimization.

Yuan Zang, Fanchao Qi, Chenghao Yang, Zhiyuan Liu, Meng Zhang, Qun Liu, Maosong Sun

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

MOOCCube: A Large-scale Data Repository for NLP Applications in MOOCs.

Jifan Yu, Gan Luo, Tong Xiao, Qingyang Zhong, Yuquan Wang, Wenzheng Feng, Junyi Luo, Chenyu Wang, Lei Hou, Juanzi Li, Zhiyuan Liu, Jie Tang

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

Fine-grained Fact Verification with Kernel Graph Attention Network.

Zhenghao Liu, Chenyan Xiong, Maosong Sun, Zhiyuan Liu

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

Continual Relation Learning via Episodic Memory Activation and Reconsolidation.

Xu Han, Yi Dai, Tianyu Gao, Yankai Lin, Zhiyuan Liu, Peng Li, Maosong Sun, Jie Zhou

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

Expertise Style Transfer: A New Task Towards Better Communication between Experts and Laymen.

Yixin Cao, Ruihao Shui, Liangming Pan, Min-Yen Kan, Zhiyuan Liu, Tat-Seng Chua

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

JEC-QA: A Legal-Domain Question Answering Dataset.

Haoxi Zhong, Chaojun Xiao, Cunchao Tu, Tianyang Zhang, Zhiyuan Liu, Maosong Sun

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

Iteratively Questioning and Answering for Interpretable Legal Judgment Prediction.

Haoxi Zhong, Yuzhong Wang, Cunchao Tu, Tianyang Zhang, Zhiyuan Liu, Maosong Sun

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

Multi-Channel Reverse Dictionary Model.

Lei Zheng, Fanchao Qi, Zhiyuan Liu, Yasheng Wang, Qun Liu, Maosong Sun

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

Towards Building a Multilingual Sememe Knowledge Base: Predicting Sememes for BabelNet Synsets.

Fanchao Qi, Liang Chang, Maosong Sun, Sicong Ouyang, Zhiyuan Liu

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

Neural Snowball for Few-Shot Relation Learning.

Tianyu Gao, Xu Han, Ruobing Xie, Zhiyuan Liu, Fen Lin, Leyu Lin, Maosong Sun

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

Representation Learning for Natural Language Processing

Zhiyuan Liu, Yankai Lin, Maosong Sun

Springer, ISBN: 978-981-15-5572-5, 2020

2019

A Unified Framework for Community Detection and Network Representation Learning.

Cunchao Tu, Xiangkai Zeng, Hao Wang, Zhengyan Zhang, Zhiyuan Liu, Maosong Sun, Bo Zhang, Leyu Lin

IEEE Trans. Knowl. Data Eng., 2019

Bootstrapping Knowledge Graphs From Images and Text.

Jiayuan Mao, Yuan Yao, Stefan Heinrich, Tobias Hinz, Cornelius Weber, Stefan Wermter, Zhiyuan Liu, Maosong Sun

Frontiers Neurorobotics, 2019

Multi-channel Reverse Dictionary Model.

Lei Zhang, Fanchao Qi, Zhiyuan Liu, Yasheng Wang, Qun Liu, Maosong Sun

CoRR, 2019

CAIL2019-SCM: A Dataset of Similar Case Matching in Legal Domain.

Chaojun Xiao, Haoxi Zhong, Zhipeng Guo, Cunchao Tu, Zhiyuan Liu, Maosong Sun, Tianyang Zhang, Xianpei Han, Zhen Hu, Heng Wang, Jianfeng Xu

CoRR, 2019

KEPLER: A Unified Model for Knowledge Embedding and Pre-trained Language Representation.

Xiaozhi Wang, Tianyu Gao, Zhaocheng Zhu, Zhiyuan Liu, Juanzi Li, Jian Tang

CoRR, 2019

Conversation Generation with Concept Flow.

Houyu Zhang, Zhenghao Liu, Chenyan Xiong, Zhiyuan Liu

CoRR, 2019

Multi-Paragraph Reasoning with Knowledge-enhanced Graph Neural Network.

Deming Ye, Yankai Lin, Zhenghao Liu, Zhiyuan Liu, Maosong Sun

CoRR, 2019

Adversarial Language Games for Advanced Natural Language Intelligence.

Yuan Yao, Haoxi Zhong, Zhengyan Zhang, Xu Han, Xiaozhi Wang, Chaojun Xiao, Guoyang Zeng, Zhiyuan Liu, Maosong Sun

CoRR, 2019

Learning to Annotate: Modularizing Data Augmentation for Text Classifiers with Natural Language Explanations.

Ziqi Wang, Yujia Qin, Wenxuan Zhou, Jun Yan, Qinyuan Ye, Leonardo Neves, Zhiyuan Liu, Xiang Ren

CoRR, 2019

Open the Boxes of Words: Incorporating Sememes into Textual Adversarial Attack.

Yuan Zang, Chenghao Yang, Fanchao Qi, Zhiyuan Liu, Meng Zhang, Qun Liu, Maosong Sun

CoRR, 2019

Enhancing Recurrent Neural Networks with Sememes.

Yujia Qin, Fanchao Qi, Sicong Ouyang, Zhiyuan Liu, Cheng Yang, Yasheng Wang, Qun Liu, Maosong Sun

CoRR, 2019

COS960: A Chinese Word Similarity Dataset of 960 Word Pairs.

Junjie Huang, Fanchao Qi, Chenghao Yang, Zhiyuan Liu, Maosong Sun

CoRR, 2019

Understanding the Behaviors of BERT in Ranking.

Yifan Qiao, Chenyan Xiong, Zhenghao Liu, Zhiyuan Liu

CoRR, 2019

OpenHowNet: An Open Sememe-based Lexical Knowledge Base.

Fanchao Qi, Chenghao Yang, Zhiyuan Liu, Qiang Dong, Maosong Sun, Zhendong Dong

CoRR, 2019

Adversarial Training for Weakly Supervised Event Detection.

Xiaozhi Wang, Xu Han, Zhiyuan Liu, Maosong Sun, Peng Li

Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019

Fact Discovery from Knowledge Base via Facet Decomposition.

Zihao Fu, Yankai Lin, Zhiyuan Liu, Wai Lam

Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019

Multi-scale Information Diffusion Prediction with Reinforced Recurrent Networks.

Cheng Yang, Jian Tang, Maosong Sun, Ganqu Cui, Zhiyuan Liu

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Neural Document Expansion with User Feedback.

Yue Yin, Chenyan Xiong, Cheng Luo, Zhiyuan Liu

Proceedings of the 2019 ACM SIGIR International Conference on Theory of Information Retrieval, 2019

Poster: WatchYouWatch A Web-Cam Based Natural Customer Attention Tracking Shelf.

Mengxin Cao, Zhiyuan Liu, Haotian Long, Guang Li

Proceedings of the 2019 International Conference on Embedded Wireless Systems and Networks, 2019

Open Relation Extraction: Relational Knowledge Transfer from Supervised Data to Unsupervised Data.

Ruidong Wu, Yuan Yao, Xu Han, Ruobing Xie, Zhiyuan Liu, Fen Lin, Leyu Lin, Maosong Sun

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

HMEAE: Hierarchical Modular Event Argument Extraction.

Xiaozhi Wang, Ziqi Wang, Xu Han, Zhiyuan Liu, Juanzi Li, Peng Li, Maosong Sun, Jie Zhou, Xiang Ren

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

NumNet: Machine Reading Comprehension with Numerical Reasoning.

Qiu Ran, Yankai Lin, Peng Li, Jie Zhou, Zhiyuan Liu

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

Adapting Meta Knowledge Graph Information for Multi-Hop Reasoning over Few-Shot Relations.

Xin Lv, Yuxian Gu, Xu Han, Lei Hou, Juanzi Li, Zhiyuan Liu

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

OpenNRE: An Open and Extensible Toolkit for Neural Relation Extraction.

Xu Han, Tianyu Gao, Yuan Yao, Deming Ye, Zhiyuan Liu, Maosong Sun

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

FewRel 2.0: Towards More Challenging Few-Shot Relation Classification.

Tianyu Gao, Xu Han, Hao Zhu, Zhiyuan Liu, Peng Li, Maosong Sun, Jie Zhou

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

Event Detection with Trigger-Aware Lattice Neural Network.

Ning Ding, Ziran Li, Zhiyuan Liu, Haitao Zheng, Zibo Lin

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

Low-Resource Name Tagging Learned with Weakly Labeled Data.

Yixin Cao, Zikun Hu, Tat-Seng Chua, Zhiyuan Liu, Heng Ji

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

Automatic Judgment Prediction via Legal Reading Comprehension.

Shangbang Long, Cunchao Tu, Zhiyuan Liu, Maosong Sun

Proceedings of the Chinese Computational Linguistics - 18th China National Conference, 2019

Explore Entity Embedding Effectiveness in Entity Retrieval.

Zhenghao Liu, Chenyan Xiong, Maosong Sun, Zhiyuan Liu

Proceedings of the Chinese Computational Linguistics - 18th China National Conference, 2019

CJRC: A Reliable Human-Annotated Benchmark DataSet for Chinese Judicial Reading Comprehension.

Xingyi Duan, Baoxin Wang, Ziyue Wang, Wentao Ma, Yiming Cui, Dayong Wu, Shijin Wang, Ting Liu, Tianxiang Huo, Zhen Hu, Heng Wang, Zhiyuan Liu

Proceedings of the Chinese Computational Linguistics - 18th China National Conference, 2019

Legal Cause Prediction with Inner Descriptions and Outer Hierarchies.

Zhiyuan Liu, Cunchao Tu, Zhiyuan Liu, Maosong Sun

Proceedings of the Chinese Computational Linguistics - 18th China National Conference, 2019

Multi-Interest Network with Dynamic Routing for Recommendation at Tmall.

Chao Li, Zhiyuan Liu, Mengmeng Wu, Yuchi Xu, Huan Zhao, Pipei Huang, Guoliang Kang, Qiwei Chen, Wei Li, Dik Lun Lee

Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019

Graph Neural Networks with Generated Parameters for Relation Extraction.

Hao Zhu, Yankai Lin, Zhiyuan Liu, Jie Fu, Tat-Seng Chua, Maosong Sun

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

GEAR: Graph-based Evidence Aggregating and Reasoning for Fact Verification.

Jie Zhou, Xu Han, Cheng Yang, Zhiyuan Liu, Lifeng Wang, Changcheng Li, Maosong Sun

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

DIAG-NRE: A Neural Pattern Diagnosis Framework for Distantly Supervised Neural Relation Extraction.

Shun Zheng, Xu Han, Yankai Lin, Peilin Yu, Lu Chen, Ling Huang, Zhiyuan Liu, Wei Xu

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

ERNIE: Enhanced Language Representation with Informative Entities.

Zhengyan Zhang, Xu Han, Zhiyuan Liu, Xin Jiang, Maosong Sun, Qun Liu

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

Course Concept Expansion in MOOCs with External Knowledge and Interactive Game.

Jifan Yu, Chenyu Wang, Gan Luo, Lei Hou, Juanzi Li, Zhiyuan Liu, Jie Tang

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

DocRED: A Large-Scale Document-Level Relation Extraction Dataset.

Yuan Yao, Deming Ye, Peng Li, Xu Han, Yankai Lin, Zhenghao Liu, Zhiyuan Liu, Lixin Huang, Jie Zhou, Maosong Sun

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

Modeling Semantic Compositionality with Sememe Knowledge.

Fanchao Qi, Junjie Huang, Chenghao Yang, Zhiyuan Liu, Xiao Chen, Qun Liu, Maosong Sun

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

XQA: A Cross-lingual Open-domain Question Answering Dataset.

Jiahua Liu, Yankai Lin, Zhiyuan Liu, Maosong Sun

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

Chinese Relation Extraction with Multi-Grained Information and External Linguistic Knowledge.

Ziran Li, Ning Ding, Zhiyuan Liu, Haitao Zheng, Ying Shen

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

Quantifying Similarity between Relations with Fact Distribution.

Weize Chen, Hao Zhu, Xu Han, Zhiyuan Liu, Maosong Sun

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

Multi-Channel Graph Neural Network for Entity Alignment.

Yixin Cao, Zhiyuan Liu, Chengjiang Li, Zhiyuan Liu, Juanzi Li, Tat-Seng Chua

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

DeepChannel: Salience Estimation by Contrastive Learning for Extractive Document Summarization.

Jiaxin Shi, Chen Liang, Lei Hou, Juanzi Li, Zhiyuan Liu, Hanwang Zhang

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

Learning to Embed Sentences Using Attentive Recursive Trees.

Jiaxin Shi, Lei Hou, Juanzi Li, Zhiyuan Liu, Hanwang Zhang

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

Relation Structure-Aware Heterogeneous Information Network Embedding.

Yuanfu Lu, Chuan Shi, Linmei Hu, Zhiyuan Liu

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

Hybrid Attention-Based Prototypical Networks for Noisy Few-Shot Relation Classification.

Tianyu Gao, Xu Han, Zhiyuan Liu, Maosong Sun

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018

Zero-Shot Cross-Lingual Neural Headline Generation.

Shiqi Shen, Yun Chen, Cheng Yang, Zhiyuan Liu, Maosong Sun

IEEE ACM Trans. Audio Speech Lang. Process., 2018

Knowledge Representation Learning: A Quantitative Review.

Yankai Lin, Xu Han, Ruobing Xie, Zhiyuan Liu, Maosong Sun

CoRR, 2018

Neural Diffusion Model for Microscopic Cascade Prediction.

Cheng Yang, Maosong Sun, Haoran Liu, Shiyi Han, Zhiyuan Liu, Huanbo Luan

CoRR, 2018

Graph Neural Networks: A Review of Methods and Applications.

Jie Zhou, Ganqu Cui, Zhengyan Zhang, Cheng Yang, Zhiyuan Liu, Maosong Sun

CoRR, 2018

CED: Credible Early Detection of Social Media Rumors.

Changhe Song, Cunchao Tu, Cheng Yang, Zhiyuan Liu, Maosong Sun

CoRR, 2018

Overview of CAIL2018: Legal Judgment Prediction Competition.

Haoxi Zhong, Chaojun Xiao, Zhipeng Guo, Cunchao Tu, Zhiyuan Liu, Maosong Sun, Yansong Feng, Xianpei Han, Zhen Hu, Heng Wang, Jianfeng Xu

CoRR, 2018

CAIL2018: A Large-Scale Legal Dataset for Judgment Prediction.

Chaojun Xiao, Haoxi Zhong, Zhipeng Guo, Cunchao Tu, Zhiyuan Liu, Maosong Sun, Yansong Feng, Xianpei Han, Zhen Hu, Heng Wang, Jianfeng Xu

CoRR, 2018

Denoising Distant Supervision for Relation Extraction via Instance-Level Adversarial Training.

Xu Han, Zhiyuan Liu, Maosong Sun

CoRR, 2018

Query Suggestion with Feedback Memory Network.

Bin Wu, Chenyan Xiong, Maosong Sun, Zhiyuan Liu

Proceedings of the 2018 World Wide Web Conference on World Wide Web, 2018

Convolutional Neural Networks for Soft-Matching N-Grams in Ad-hoc Search.

Zhuyun Dai, Chenyan Xiong, Jamie Callan, Zhiyuan Liu

Proceedings of the Eleventh ACM International Conference on Web Search and Data Mining, 2018

Consistency and Variation in Kernel Neural Ranking Model.

Mary Arpita Pyreddy, Varshini Ramaseshan, Narendra Nath Joshi, Zhuyun Dai, Chenyan Xiong, Jamie Callan, Zhiyuan Liu

Proceedings of the 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, 2018

GazeLabel: A Cost-free Data Labeling System with Public Displays using Eye-tracking.

Zhiyuan Liu, Feitong Qiao, Haotian Long, Guang Li

Proceedings of the 16th ACM Conference on Embedded Networked Sensor Systems, SenSys 2018, 2018

Legal Judgment Prediction via Topological Learning.

Haoxi Zhong, Zhipeng Guo, Cunchao Tu, Chaojun Xiao, Zhiyuan Liu, Maosong Sun

Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

Put It Back: Entity Typing with Language Model Enhancement.

Ji Xin, Hao Zhu, Xu Han, Zhiyuan Liu, Maosong Sun

Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

Cross-lingual Lexical Sememe Prediction.

Fanchao Qi, Yankai Lin, Maosong Sun, Hao Zhu, Ruobing Xie, Zhiyuan Liu

Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

Differentiating Concepts and Instances for Knowledge Graph Embedding.

Xin Lv, Lei Hou, Juanzi Li, Zhiyuan Liu

Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

FewRel: A Large-Scale Supervised Few-shot Relation Classification Dataset with State-of-the-Art Evaluation.

Xu Han, Hao Zhu, Pengfei Yu, Ziyun Wang, Yuan Yao, Zhiyuan Liu, Maosong Sun

Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

Hierarchical Relation Extraction with Coarse-to-Fine Grained Attention.

Xu Han, Pengfei Yu, Zhiyuan Liu, Maosong Sun, Peng Li

Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

OpenKE: An Open Toolkit for Knowledge Embedding.

Xu Han, Shulin Cao, Xin Lv, Yankai Lin, Zhiyuan Liu, Maosong Sun, Juanzi Li

Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, 2018

Language Modeling with Sparse Product of Sememe Experts.

Yihong Gu, Jun Yan, Hao Zhu, Zhiyuan Liu, Ruobing Xie, Maosong Sun, Fen Lin, Leyu Lin

Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

Joint Representation Learning of Cross-lingual Words and Entities via Attentive Distant Supervision.

Yixin Cao, Lei Hou, Juanzi Li, Zhiyuan Liu, Chengjiang Li, Xu Chen, Tiansi Dong

Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

Adversarial Multi-lingual Neural Relation Extraction.

Xiaozhi Wang, Xu Han, Yankai Lin, Zhiyuan Liu, Maosong Sun

Proceedings of the 27th International Conference on Computational Linguistics, 2018

Few-Shot Charge Prediction with Discriminative Legal Attributes.

Zikun Hu, Xiang Li, Cunchao Tu, Zhiyuan Liu, Maosong Sun

Proceedings of the 27th International Conference on Computational Linguistics, 2018

Neural Collective Entity Linking.

Yixin Cao, Lei Hou, Juanzi Li, Zhiyuan Liu

Proceedings of the 27th International Conference on Computational Linguistics, 2018

Entity-Duet Neural Ranking: Understanding the Role of Knowledge Graph Semantics in Neural Information Retrieval.

Zhenghao Liu, Chenyan Xiong, Maosong Sun, Zhiyuan Liu

Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018

Incorporating Chinese Characters of Words for Lexical Sememe Prediction.

Huiming Jin, Hao Zhu, Zhiyuan Liu, Ruobing Xie, Maosong Sun, Fen Lin, Leyu Lin

Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018

Denoising Distantly Supervised Open-Domain Question Answering.

Yankai Lin, Haozhe Ji, Zhiyuan Liu, Maosong Sun

Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018

Chinese LIWC Lexicon Expansion via Hierarchical Classification of Word Embeddings with Sememe Attention.

Xiangkai Zeng, Cheng Yang, Cunchao Tu, Zhiyuan Liu, Maosong Sun

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

Improving Neural Fine-Grained Entity Typing With Knowledge Attention.

Ji Xin, Yankai Lin, Zhiyuan Liu, Maosong Sun

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

Does William Shakespeare REALLY Write Hamlet? Knowledge Representation Learning With Confidence.

Ruobing Xie, Zhiyuan Liu, Fen Lin, Leyu Lin

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

Neural Knowledge Acquisition via Mutual Attention Between Knowledge Graph and Text.

Xu Han, Zhiyuan Liu, Maosong Sun

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017

A Neural Network Approach to Jointly Modeling Social Networks and Mobile Trajectories.

Cheng Yang, Maosong Sun, Wayne Xin Zhao, Zhiyuan Liu, Edward Y. Chang

ACM Trans. Inf. Syst., 2017

PRISM: Profession Identification in Social Media.

Cunchao Tu, Zhiyuan Liu, Huanbo Luan, Maosong Sun

ACM Trans. Intell. Syst. Technol., 2017

Improving Word Representations with Document Labels.

Liner Yang, Xinxiong Chen, Zhiyuan Liu, Maosong Sun

IEEE ACM Trans. Audio Speech Lang. Process., 2017

Recent Advances on Neural Headline Generation.

Ayana, Shiqi Shen, Yankai Lin, Cun-Chao Tu, Yu Zhao, Zhiyuan Liu, Maosong Sun

J. Comput. Sci. Technol., 2017

Does William Shakespeare REALLY Write Hamlet? Knowledge Representation Learning with Confidence.

Ruobing Xie, Zhiyuan Liu, Maosong Sun

CoRR, 2017

End-to-End Neural Ad-hoc Ranking with Kernel Pooling.

Chenyan Xiong, Zhuyun Dai, Jamie Callan, Zhiyuan Liu, Russell Power

Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2017

On Modeling Sense Relatedness in Multi-prototype Word Embedding.

Yixin Cao, Jiaxin Shi, Juanzi Li, Zhiyuan Liu, Chengjiang Li

Proceedings of the Eighth International Joint Conference on Natural Language Processing, 2017

Iterative Entity Alignment via Joint Knowledge Embeddings.

Hao Zhu, Ruobing Xie, Zhiyuan Liu, Maosong Sun

Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Fast Network Embedding Enhancement via High Order Proximity Approximation.

Cheng Yang, Maosong Sun, Zhiyuan Liu, Cunchao Tu

Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Lexical Sememe Prediction via Word Embeddings and Matrix Factorization.

Ruobing Xie, Xingchi Yuan, Zhiyuan Liu, Maosong Sun

Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Image-embodied Knowledge Representation Learning.

Ruobing Xie, Zhiyuan Liu, Huanbo Luan, Maosong Sun

Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

TransNet: Translation-Based Network Representation Learning for Social Relation Extraction.

Cunchao Tu, Zhengyan Zhang, Zhiyuan Liu, Maosong Sun

Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Incorporating Relation Paths in Neural Relation Extraction.

Wenyuan Zeng, Yankai Lin, Zhiyuan Liu, Maosong Sun

Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, 2017

CANE: Context-Aware Network Embedding for Relation Modeling.

Cunchao Tu, Han Liu, Zhiyuan Liu, Maosong Sun

Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics, 2017

Improved Word Representation Learning with Sememes.

Yilin Niu, Ruobing Xie, Zhiyuan Liu, Maosong Sun

Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics, 2017

Neural Relation Extraction with Multi-lingual Attention.

Yankai Lin, Zhiyuan Liu, Maosong Sun

Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics, 2017

2016

A Neural Network Approach to Joint Modeling Social Networks and Mobile Trajectories.

Cheng Yang, Maosong Sun, Wayne Xin Zhao, Zhiyuan Liu, Edward Y. Chang

CoRR, 2016

Neural Emoji Recommendation in Dialogue Systems.

Ruobing Xie, Zhiyuan Liu, Rui Yan, Maosong Sun

CoRR, 2016

Image-embodied Knowledge Representation Learning.

Ruobing Xie, Zhiyuan Liu, Tat-Seng Chua, Huan-Bo Luan, Maosong Sun

CoRR, 2016

Knowledge Representation via Joint Learning of Sequential Text and Knowledge Graphs.

Jiawei Wu, Ruobing Xie, Zhiyuan Liu, Maosong Sun

CoRR, 2016

Community-enhanced Network Representation Learning for Network Analysis.

Cunchao Tu, Hao Wang, Xiangkai Zeng, Zhiyuan Liu, Maosong Sun

CoRR, 2016

Joint Representation Learning of Text and Knowledge for Knowledge Graph Completion.

Xu Han, Zhiyuan Liu, Maosong Sun

CoRR, 2016

Neural Headline Generation with Minimum Risk Training.

Ayana, Shiqi Shen, Zhiyuan Liu, Maosong Sun

CoRR, 2016

Crossmodal Language Grounding, Learning, and Teaching.

Stefan Heinrich, Cornelius Weber, Stefan Wermter, Ruobing Xie, Yankai Lin, Zhiyuan Liu

Proceedings of the Workshop on Cognitive Computation: Integrating neural and symbolic approaches 2016 co-located with the 30th Annual Conference on Neural Information Processing Systems (NIPS 2016), 2016

Representation Learning of Knowledge Graphs with Hierarchical Types.

Ruobing Xie, Zhiyuan Liu, Maosong Sun

Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

Max-Margin DeepWalk: Discriminative Learning of Network Representation.

Cunchao Tu, Weicheng Zhang, Zhiyuan Liu, Maosong Sun

Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

Knowledge Representation Learning with Entities, Attributes and Relations.

Yankai Lin, Zhiyuan Liu, Maosong Sun

Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

Neural Sentiment Classification with User and Product Attention.

Huimin Chen, Maosong Sun, Cunchao Tu, Yankai Lin, Zhiyuan Liu

Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing, 2016

Relation Classification via Multi-Level Attention CNNs.

Linlin Wang, Zhu Cao, Gerard de Melo, Zhiyuan Liu

Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics, 2016

Neural Relation Extraction with Selective Attention over Instances.

Yankai Lin, Shiqi Shen, Zhiyuan Liu, Huanbo Luan, Maosong Sun

Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics, 2016

Representation Learning of Knowledge Graphs with Entity Descriptions.

Ruobing Xie, Zhiyuan Liu, Jia Jia, Huanbo Luan, Maosong Sun

Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

Learning to Appreciate the Aesthetic Effects of Clothing.

Jia Jia, Jie Huang, Guangyao Shen, Tao He, Zhiyuan Liu, Huan-Bo Luan, Chao Yan

Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

2015

Tag Correspondence Model for User Tag Suggestion.

Cun-Chao Tu, Zhiyuan Liu, Maosong Sun

J. Comput. Sci. Technol., 2015

Estimating translation probabilities for social tag suggestion.

Xinxiong Chen, Zhiyuan Liu, Maosong Sun

Expert Syst. Appl., 2015

A C-LSTM Neural Network for Text Classification.

Chunting Zhou, Chonglin Sun, Zhiyuan Liu, Francis C. M. Lau

CoRR, 2015

Category Enhanced Word Embedding.

Chunting Zhou, Chonglin Sun, Zhiyuan Liu, Francis C. M. Lau

CoRR, 2015

Comprehend DeepWalk as Matrix Factorization.

Cheng Yang, Zhiyuan Liu

CoRR, 2015

Modeling Relation Paths for Representation Learning of Knowledge Bases.

Yankai Lin, Zhiyuan Liu, Maosong Sun

CoRR, 2015

PRISM: Profession Identification in Social Media with Personal Information and Community Structure.

Cunchao Tu, Zhiyuan Liu, Maosong Sun

Proceedings of the Social Media Processing - 4th National Conference, 2015

Representation Learning for Measuring Entity Relatedness with Rich Information.

Yu Zhao, Zhiyuan Liu, Maosong Sun

Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015

Network Representation Learning with Rich Text Information.

Cheng Yang, Zhiyuan Liu, Deli Zhao, Maosong Sun, Edward Y. Chang

Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015

Joint Learning of Character and Word Embeddings.

Xinxiong Chen, Lei Xu, Zhiyuan Liu, Maosong Sun, Huan-Bo Luan

Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015

Online Learning of Interpretable Word Embeddings.

Hongyin Luo, Zhiyuan Liu, Huan-Bo Luan, Maosong Sun

Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing, 2015

Modeling Relation Paths for Representation Learning of Knowledge Bases.

Yankai Lin, Zhiyuan Liu, Huan-Bo Luan, Maosong Sun, Siwei Rao, Song Liu

Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing, 2015

Learning Cross-lingual Word Embeddings via Matrix Co-factorization.

Tianze Shi, Zhiyuan Liu, Yang Liu, Maosong Sun

Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing of the Asian Federation of Natural Language Processing, 2015

Phrase Type Sensitive Tensor Indexing Model for Semantic Composition.

Yu Zhao, Zhiyuan Liu, Maosong Sun

Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015

Topical Word Embeddings.

Yang Liu, Zhiyuan Liu, Tat-Seng Chua, Maosong Sun

Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015

Learning Entity and Relation Embeddings for Knowledge Graph Completion.

Yankai Lin, Zhiyuan Liu, Maosong Sun, Yang Liu, Xuan Zhu

Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015

2014

Linking GloVe with word2vec.

Tianze Shi, Zhiyuan Liu

CoRR, 2014

Errata: Distant Supervision for Relation Extraction with Matrix Completion.

Miao Fan, Deli Zhao, Qiang Zhou, Zhiyuan Liu, Thomas Fang Zheng, Edward Y. Chang

CoRR, 2014

Inferring Correspondences from Multiple Sources for Microblog User Tags.

Cunchao Tu, Zhiyuan Liu, Maosong Sun

Proceedings of the Social Media Processing - Third National Conference, 2014

Discriminating gender on Chinese microblog: A study of online behaviour, writing style and preferred vocabulary.

Li Li, Maosong Sun, Zhiyuan Liu

Proceedings of the 10th International Conference on Natural Computation, 2014

A Unified Model for Word Sense Representation and Disambiguation.

Xinxiong Chen, Zhiyuan Liu, Maosong Sun

Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing, 2014

ImgWordle: image and text visualization for events in microblogging services.

Chong Kuang, Jiayu Tang, Zhiyuan Liu, Maosong Sun

Proceedings of the International Working Conference on Advanced Visual Interfaces, 2014

Distant Supervision for Relation Extraction with Matrix Completion.

Miao Fan, Deli Zhao, Qiang Zhou, Zhiyuan Liu, Thomas Fang Zheng, Edward Y. Chang

Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics, 2014

Quantifying Chinese Happiness via Large-Scale Microblogging Data.

Chong Kuang, Zhiyuan Liu, Maosong Sun, Feng Yu, Pengfei Ma

Proceedings of the 11th Web Information System and Application Conference, 2014

2013

Measuring and Visualizing Interest Similarity between Microblog Users.

Jiayu Tang, Zhiyuan Liu, Maosong Sun

Proceedings of the Web-Age Information Management - 14th International Conference, 2013

THUNLP at TAC KBP 2013 in Entity Linking.

Yan Wang, Yankai Lin, Zhiyuan Liu, Maosong Sun

Proceedings of the Sixth Text Analysis Conference, 2013

Creating reflections in public emotion visualization: prototype exploration on traffic theme.

Jiayu Wu, Zhiyong Fu, Zhiyuan Liu, Xu Lin, Jiayu Tang, Jiajia Pan, Chen Zhao

Proceedings of the Creativity and Cognition 2013, 2013

2012

Mining the interests of Chinese microbloggers via keyword extraction.

Zhiyuan Liu, Xinxiong Chen, Maosong Sun

Frontiers Comput. Sci. China, 2012

City Flow: Prototype Exploration for Visualizing Urban Traffic Conversations.

Jiayu Wu, Zhiyong Fu, Zhiyuan Liu, Jiajia Pan, Huiling Long, Xu Lin, Haoqing He, Xinxiong Chen, Jiayu Tang

Proceedings of the 2012 International Conference on Privacy, 2012

Tag Dispatch Model with Social Network Regularization for Microblog User Tag Suggestion.

Zhiyuan Liu, Cunchao Tu, Maosong Sun

Proceedings of the COLING 2012, 2012

Topical Word Trigger Model for Keyphrase Extraction.

Zhiyuan Liu, Chen Liang, Maosong Sun

Proceedings of the COLING 2012, 2012

Expert Finding for Microblog Misinformation Identification.

Chen Liang, Zhiyuan Liu, Maosong Sun

Proceedings of the COLING 2012, 2012

Random Walks on Context-Aware Relation Graphs for Ranking Social Tags.

Han Li, Zhiyuan Liu, Maosong Sun

Proceedings of the COLING 2012, 2012

2011

PLDA+: Parallel latent dirichlet allocation with data placement and pipeline processing.

Zhiyuan Liu, Yuzhou Zhang, Edward Y. Chang, Maosong Sun

ACM Trans. Intell. Syst. Technol., 2011

User Behaviors in Related Word Retrieval and New Word Detection: A Collaborative Perspective.

Zhiyuan Liu, Yabin Zheng, Lixing Xie, Maosong Sun, Liyun Ru, Yang Zhang

ACM Trans. Asian Lang. Inf. Process., 2011

THUNLP at TAC KBP 2011 in Entity Linking.

Yu Zhao, Weipeng He, Zhiyuan Liu, Maosong Sun

Proceedings of the Fourth Text Analysis Conference, 2011

Extracting Chinese abbreviation-definition pairs from anchor texts.

Lixing Xie, Yabin Zheng, Zhiyuan Liu, Maosong Sun, Can-Hui Wang

Proceedings of the International Conference on Machine Learning and Cybernetics, 2011

A Simple Word Trigger Method for Social Tag Suggestion.

Zhiyuan Liu, Xinxiong Chen, Maosong Sun

Proceedings of the 2011 Conference on Empirical Methods in Natural Language Processing, 2011

Automatic Keyphrase Extraction by Bridging Vocabulary Gap.

Zhiyuan Liu, Xinxiong Chen, Yabin Zheng, Maosong Sun

Proceedings of the Fifteenth Conference on Computational Natural Language Learning, 2011

Why Press Backspace? Understanding User Input Behaviors in Chinese Pinyin Input Method.

Yabin Zheng, Lixing Xie, Zhiyuan Liu, Maosong Sun, Yang Zhang, Liyun Ru

Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies, Proceedings of the Conference, 19-24 June, 2011, Portland, Oregon, USA, 2011

2010

Modeling Social Annotations via Latent Reason Identification.

Xiance Si, Zhiyuan Liu, Maosong Sun

IEEE Intell. Syst., 2010

Automatic Keyphrase Extraction via Topic Decomposition.

Zhiyuan Liu, Wenyi Huang, Yabin Zheng, Maosong Sun

Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing, 2010

Explore the Structure of Social Tags by Subsumption Relations.

Xiance Si, Zhiyuan Liu, Maosong Sun

Proceedings of the COLING 2010, 2010

FolkDiffusion: A Graph-Based Tag Suggestion Method for Folksonomies.

Zhiyuan Liu, Chuan Shi, Maosong Sun

Proceedings of the Information Retrieval Technology, 2010

Domain-Specific Term Rankings Using Topic Models.

Zhiyuan Liu, Maosong Sun

Proceedings of the Information Retrieval Technology, 2010

Growing Related Words from Seed via User Behaviors: A Re-Ranking Based Approach.

Yabin Zheng, Zhiyuan Liu, Lixing Xie

Proceedings of the ACL 2010, 2010

2009

Content-based and Graph-based Tag Suggestion.

Xiance Si, Zhiyuan Liu, Peng Li, Qixia Jiang, Maosong Sun

Proceedings of ECML PKDD (The European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases) Discovery Challenge 2009, 2009

Quantifying Asymmetric Semantic Relations from Query Logs by Resource Allocation.

Zhiyuan Liu, Yabin Zheng, Maosong Sun

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2009

Incorporating User Behaviors in New Word Detection.

Yabin Zheng, Zhiyuan Liu, Maosong Sun, Liyun Ru, Yang Zhang

Proceedings of the IJCAI 2009, 2009

Clustering to Find Exemplar Terms for Keyphrase Extraction.

Zhiyuan Liu, Peng Li, Yabin Zheng, Maosong Sun

Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing, 2009

Efficient Text Classification Using Term Projection.

Yabin Zheng, Zhiyuan Liu, Shaohua Teng, Maosong Sun

Proceedings of the Information Retrieval Technology, 2009

2008

Asymmetrical query recommendation method based on bipartite network resource allocation.

Zhiyuan Liu, Maosong Sun

Proceedings of the 17th International Conference on World Wide Web, 2008

Text Classification Based on Transfer Learning and Self-Training.

Yabin Zheng, Shaohua Teng, Zhiyuan Liu, Maosong Sun

Proceedings of the Fourth International Conference on Natural Computation, 2008