Juntao Li

According to our database, Juntao Li authored at least 108 papers between 2018 and 2025.

Collaborative distances:

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

2025

Revisiting Long-context Modeling from Context Denoising Perspective.

Zecheng Tang, Baibei Ji, Juntao Li, Lijun Wu, Haijia Gui, Min Zhang

CoRR, October, 2025

Scaling Code-Assisted Chain-of-Thoughts and Instructions for Model Reasoning.

Honglin Lin, Qizhi Pei, Xin Gao, Zhuoshi Pan, Yu Li, Juntao Li, Conghui He, Lijun Wu

CoRR, October, 2025

SCAN: Self-Denoising Monte Carlo Annotation for Robust Process Reward Learning.

Yuyang Ding, Xinyu Shi, Juntao Li, Xiaobo Liang, Zhaopeng Tu, Min Zhang

CoRR, September, 2025

Towards DS-NER: Unveiling and Addressing Latent Noise in Distant Annotations.

Yuyang Ding, Dan Qiao, Juntao Li, Jiajie Xu, Pingfu Chao, Xiaofang Zhou, Min Zhang

IEEE Trans. Knowl. Data Eng., August, 2025

CaliDrop: KV Cache Compression with Calibration.

Yi Su, Quantong Qiu, Yuechi Zhou, Juntao Li, Qingrong Xia, Ping Li, Xinyu Duan, Zhe-Feng Wang, Min Zhang

CoRR, July, 2025

Alignment-Augmented Speculative Decoding with Alignment Sampling and Conditional Verification.

Jikai Wang, Zhenxu Tian, Juntao Li, Qingrong Xia, Xinyu Duan, Zhe-Feng Wang, Baoxing Huai, Min Zhang

CoRR, May, 2025

OpenThinkIMG: Learning to Think with Images via Visual Tool Reinforcement Learning.

Zhaochen Su, Linjie Li, Mingyang Song, Yunzhuo Hao, Zhengyuan Yang, Jun Zhang, Guanjie Chen, Jiawei Gu, Juntao Li, Xiaoye Qu, Yu Cheng

CoRR, May, 2025

Taming the Titans: A Survey of Efficient LLM Inference Serving.

Ranran Zhen, Juntao Li, Yixin Ji, Zhenlin Yang, Tong Liu, Qingrong Xia, Xinyu Duan, Zhe-Feng Wang, Baoxing Huai, Min Zhang

CoRR, April, 2025

Crossing the Reward Bridge: Expanding RL with Verifiable Rewards Across Diverse Domains.

Yi Su, Dian Yu, Linfeng Song, Juntao Li, Haitao Mi, Zhaopeng Tu, Min Zhang, Dong Yu

CoRR, March, 2025

Stick to Facts: Towards Fidelity-oriented Product Description Generation.

Zhangming Chan, Xiuying Chen, Yongliang Wang, Juntao Li, Zhiqiang Zhang, Kun Gai, Dongyan Zhao, Rui Yan

CoRR, March, 2025

XIFBench: Evaluating Large Language Models on Multilingual Instruction Following.

Zhenyu Li, Kehai Chen, Yunfei Long, Xuefeng Bai, Yaoyin Zhang, Xuchen Wei, Juntao Li, Min Zhang

CoRR, March, 2025

The Power of Personality: A Human Simulation Perspective to Investigate Large Language Model Agents.

Yifan Duan, Yihong Tang, Xuefeng Bai, Kehai Chen, Juntao Li, Min Zhang

CoRR, February, 2025

ASurvey: Spatiotemporal Consistency in Video Generation.

Zhiyu Yin, Kehai Chen, Xuefeng Bai, Ruili Jiang, Juntao Li, Hongdong Li, Jin Liu, Yang Xiang, Jun Yu, Min Zhang

CoRR, February, 2025

Thoughts Are All Over the Place: On the Underthinking of o1-Like LLMs.

Yue Wang, Qiuzhi Liu, Jiahao Xu, Tian Liang, Xingyu Chen, Zhiwei He, Linfeng Song, Dian Yu, Juntao Li, Zhuosheng Zhang, Rui Wang, Zhaopeng Tu, Haitao Mi, Dong Yu

CoRR, January, 2025

Test-time Computing: from System-1 Thinking to System-2 Thinking.

Yixin Ji, Juntao Li, Hai Ye, Kaixin Wu, Jia Xu, Linjian Mo, Min Zhang

CoRR, January, 2025

OPT-Tree: Speculative Decoding with Adaptive Draft Tree Structure.

Jikai Wang, Yi Su, Juntao Li, Qingrong Xia, Zi Ye, Xinyu Duan, Zhefeng Wang, Min Zhang

Trans. Assoc. Comput. Linguistics, 2025

Revealing and Mitigating Over-Attention in Knowledge Editing.

Pinzheng Wang, Zecheng Tang, Keyan Zhou, Juntao Li, Qiaoming Zhu, Min Zhang

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

Beware of Calibration Data for Pruning Large Language Models.

Yixin Ji, Yang Xiang, Juntao Li, Qingrong Xia, Ping Li, Xinyu Duan, Zhefeng Wang, Min Zhang

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

A Survey of Generative Information Extraction.

Zikang Zhang, Wangjie You, Tianci Wu, Xinrui Wang, Juntao Li, Min Zhang

Proceedings of the 31st International Conference on Computational Linguistics, 2025

Revealing and Mitigating the Local Pattern Shortcuts of Mamba.

Wangjie You, Zecheng Tang, Juntao Li, Lili Yao, Min Zhang

Proceedings of the Findings of the Association for Computational Linguistics, 2025

From Awareness to Adaptability: Enhancing Tool Utilization for Scientific Reasoning.

Wenjing Xie, Xiaobo Liang, Juntao Li, Wanfu Wang, Kehai Chen, Qiaoming Zhu, Min Zhang

Proceedings of the Findings of the Association for Computational Linguistics, 2025

Decoder-Only LLMs can be Masked Auto-Encoders.

Dan Qiao, Yuan Gao, Zheming Yang, Di Yang, Ziheng Wu, Pengcheng Lu, Minghui Qiu, Juntao Li, Min Zhang

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers), 2025

Generative Reward Modeling via Synthetic Criteria Preference Learning.

Xiaobo Liang, Haoke Zhang, Juntao Li, Kehai Chen, Qiaoming Zhu, Min Zhang

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

Tool learning via Inference-time Scaling and Cycle Verifier.

Xiaobo Liang, Wenjin Xie, Juntao Li, Wanfu Wang, Yibin Chen, Kehai Chen, Min Zhang

Proceedings of the Findings of the Association for Computational Linguistics, 2025

Unleashing LLM Reasoning Capability via Scalable Question Synthesis from Scratch.

Yuyang Ding, Xinyu Shi, Xiaobo Liang, Juntao Li, Zhaopeng Tu, Qiaoming Zhu, Min Zhang

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

\mathcalA³: Automatic Alignment Framework for Attributed Text Generation.

Yue Wang, Haoke Zhang, Juntao Li, Jinxiong Chang, Min Zhang

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

Accurate KV Cache Quantization with Outlier Tokens Tracing.

Yi Su, Yuechi Zhou, Quantong Qiu, Juntao Li, Qingrong Xia, Ping Li, Xinyu Duan, Zhefeng Wang, Min Zhang

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

2024

Randomness Regularization With Simple Consistency Training for Neural Networks.

Juntao Li, Xiaobo Liang, Lijun Wu, Yue Wang, Qi Meng, Tao Qin, Min Zhang, Tie-Yan Liu

IEEE Trans. Pattern Anal. Mach. Intell., August, 2024

Enhancing Low-Resource NLP by Consistency Training With Data and Model Perturbations.

Xiaobo Liang, Runze Mao, Lijun Wu, Juntao Li, Min Zhang, Qing Li

IEEE ACM Trans. Audio Speech Lang. Process., 2024

Unleashing Reasoning Capability of LLMs via Scalable Question Synthesis from Scratch.

Yuyang Ding, Xinyu Shi, Xiaobo Liang, Juntao Li, Qiaoming Zhu, Min Zhang

CoRR, 2024

LOGO - Long cOntext aliGnment via efficient preference Optimization.

Zecheng Tang, Zechen Sun, Juntao Li, Qiaoming Zhu, Min Zhang

CoRR, 2024

MemLong: Memory-Augmented Retrieval for Long Text Modeling.

Weijie Liu, Zecheng Tang, Juntao Li, Kehai Chen, Min Zhang

CoRR, 2024

ConflictBank: A Benchmark for Evaluating the Influence of Knowledge Conflicts in LLM.

Zhaochen Su, Jun Zhang, Xiaoye Qu, Tong Zhu, Yanshu Li, Jiashuo Sun, Juntao Li, Min Zhang, Yu Cheng

CoRR, 2024

Timo: Towards Better Temporal Reasoning for Language Models.

Zhaochen Su, Jun Zhang, Tong Zhu, Xiaoye Qu, Juntao Li, Min Zhang, Yu Cheng

CoRR, 2024

A Survey on Human Preference Learning for Large Language Models.

Ruili Jiang, Kehai Chen, Xuefeng Bai, Zhixuan He, Juntao Li, Muyun Yang, Tiejun Zhao, Liqiang Nie, Min Zhang

CoRR, 2024

Demonstration Augmentation for Zero-shot In-context Learning.

Yi Su, Yunpeng Tai, Yixin Ji, Juntao Li, Bowen Yan, Min Zhang

CoRR, 2024

OpenBA-V2: Reaching 77.3% High Compression Ratio with Fast Multi-Stage Pruning.

Dan Qiao, Yi Su, Pinzheng Wang, Jing Ye, Wenjing Xie, Yuechi Zhou, Yuyang Ding, Zecheng Tang, Jikai Wang, Yixin Ji, Yue Wang, Pei Guo, Zechen Sun, Zikang Zhang, Juntao Li, Pingfu Chao, Wenliang Chen, Guohong Fu, Guodong Zhou, Qiaoming Zhu, Min Zhang

CoRR, 2024

Rethinking Negative Instances for Generative Named Entity Recognition.

Yuyang Ding, Juntao Li, Pinzheng Wang, Zecheng Tang, Bowen Yan, Min Zhang

CoRR, 2024

Towards Better Chinese Spelling Check for Search Engines: A New Dataset and Strong Baseline.

Yue Wang, Zilong Zheng, Zecheng Tang, Juntao Li, Zhihui Liu, Kunlong Chen, Jinxiong Chang, Qishen Zhang, Zhongyi Liu, Min Zhang

Proceedings of the 17th ACM International Conference on Web Search and Data Mining, 2024

ConflictBank: A Benchmark for Evaluating the Influence of Knowledge Conflicts in LLMs.

Zhaochen Su, Jun Zhang, Xiaoye Qu, Tong Zhu, Yanshu Li, Jiashuo Sun, Juntao Li, Min Zhang, Yu Cheng

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

Are Bert Family Good Instruction Followers? A Study on Their Potential And Limitations.

Yisheng Xiao, Juntao Li, Zechen Sun, Zechang Li, Qingrong Xia, Xinyu Duan, Zhefeng Wang, Min Zhang

Proceedings of the Twelfth International Conference on Learning Representations, 2024

CMD: a framework for Context-aware Model self-Detoxification.

Zecheng Tang, Keyan Zhou, Juntao Li, Yuyang Ding, Pinzheng Wang, Yan Bowen, Renjie Hua, Min Zhang

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

Adaptive Feature-based Low-Rank Compression of Large Language Models via Bayesian Optimization.

Yixin Ji, Yang Xiang, Juntao Li, Qingrong Xia, Zi Ye, Xinyu Duan, Zhefeng Wang, Kehai Chen, Min Zhang

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

Retrieval and Reasoning on KGs: Integrate Knowledge Graphs into Large Language Models for Complex Question Answering.

Yixin Ji, Kaixin Wu, Juntao Li, Wei Chen, Mingjie Zhong, Jia Xu, Min Zhang

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

TabMedBERT: A Tabular Knowledge Enhanced Biomedical Pretrained Language Model.

Xu Yan, Lei Geng, Ziqiang Cao, Juntao Li, Wenjie Li, Sujian Li, Xinjie Zhou, Yang Yang, Jun Zhang

Proceedings of the ECAI 2024 - 27th European Conference on Artificial Intelligence, 19-24 October 2024, Santiago de Compostela, Spain, 2024

Towards More Realistic Chinese Spell Checking with New Benchmark and Specialized Expert Model.

Yue Wang, Zilong Zheng, Juntao Li, Zhihui Liu, Jinxiong Chang, Qishen Zhang, Zhongyi Liu, Guannan Zhang, Min Zhang

Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

Exploring and Mitigating Shortcut Learning for Generative Large Language Models.

Zechen Sun, Yisheng Xiao, Juntao Li, Yixin Ji, Wenliang Chen, Min Zhang

Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

When and How to Grow? On Efficient Pre-training via Model Growth.

Jikai Wang, Juntao Li, Min Zhang, Zechang Li, Qingrong Xia, Xinyu Duan, Zhefeng Wang, Baoxing Huai

Proceedings of the Asian Conference on Machine Learning, 2024

Efficient Domain Adaptation for Non-Autoregressive Machine Translation.

Wangjie You, Pei Guo, Juntao Li, Kehai Chen, Min Zhang

Proceedings of the Findings of the Association for Computational Linguistics, 2024

Demonstration Augmentation for Zero-shot In-context Learning.

Yi Su, Yunpeng Tai, Yixin Ji, Juntao Li, Yan Bowen, Min Zhang

Proceedings of the Findings of the Association for Computational Linguistics, 2024

Living in the Moment: Can Large Language Models Grasp Co-Temporal Reasoning?

Zhaochen Su, Juntao Li, Jun Zhang, Tong Zhu, Xiaoye Qu, Pan Zhou, Yan Bowen, Yu Cheng, Min Zhang

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

Exploring Reversal Mathematical Reasoning Ability for Large Language Models.

Pei Guo, Wangjie You, Juntao Li, Bowen Yan, Min Zhang

Proceedings of the Findings of the Association for Computational Linguistics, 2024

Rethinking Negative Instances for Generative Named Entity Recognition.

Yuyang Ding, Juntao Li, Pinzheng Wang, Zecheng Tang, Yan Bowen, Min Zhang

Proceedings of the Findings of the Association for Computational Linguistics, 2024

2023

A Survey on Non-Autoregressive Generation for Neural Machine Translation and Beyond.

Yisheng Xiao, Lijun Wu, Junliang Guo, Juntao Li, Min Zhang, Tao Qin, Tie-Yan Liu

IEEE Trans. Pattern Anal. Mach. Intell., October, 2023

Are the BERT family zero-shot learners? A study on their potential and limitations.

Yue Wang, Lijun Wu, Juntao Li, Xiaobo Liang, Min Zhang

Artif. Intell., September, 2023

OpenBA: An Open-sourced 15B Bilingual Asymmetric seq2seq Model Pre-trained from Scratch.

Juntao Li, Zecheng Tang, Yuyang Ding, Pinzheng Wang, Pei Guo, Wangjie You, Dan Qiao, Wenliang Chen, Guohong Fu, Qiaoming Zhu, Guodong Zhou, Min Zhang

CoRR, 2023

Harnessing the Power of David against Goliath: Exploring Instruction Data Generation without Using Closed-Source Models.

Yue Wang, Xinrui Wang, Juntao Li, Jinxiong Chang, Qishen Zhang, Zhongyi Liu, Guannan Zhang, Min Zhang

CoRR, 2023

Detoxify Language Model Step-by-Step.

Zecheng Tang, Keyan Zhou, Pinzheng Wang, Yuyang Ding, Juntao Li, Min Zhang

CoRR, 2023

Test-Time Adaptation with Perturbation Consistency Learning.

Yi Su, Yixin Ji, Juntao Li, Hai Ye, Min Zhang

CoRR, 2023

AMOM: Adaptive Masking over Masking for Conditional Masked Language Model.

Yisheng Xiao, Ruiyang Xu, Lijun Wu, Juntao Li, Tao Qin, Yan-Tie Liu, Min Zhang

CoRR, 2023

Robust Question Answering against Distribution Shifts with Test-Time Adaptation: An Empirical Study.

Hai Ye, Yuyang Ding, Juntao Li, Hwee Tou Ng

CoRR, 2023

Beyond Hard Samples: Robust and Effective Grammatical Error Correction with Cycle Self-Augmenting.

Kaiqi Feng, Zecheng Tang, Juntao Li, Min Zhang

Proceedings of the Natural Language Processing and Chinese Computing, 2023

CT4Rec: Simple yet Effective Consistency Training for Sequential Recommendation.

Chong Liu, Xiaoyang Liu, Rongqin Zheng, Lixin Zhang, Xiaobo Liang, Juntao Li, Lijun Wu, Min Zhang, Leyu Lin

Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

INFORM : Information eNtropy based multi-step reasoning FOR large language Models.

Chuyue Zhou, Wangjie You, Juntao Li, Jing Ye, Kehai Chen, Min Zhang

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

G-SPEED: General SParse Efficient Editing MoDel.

Haoke Zhang, Yue Wang, Juntao Li, Xiabing Zhou, Min Zhang

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

Beware of Model Collapse! Fast and Stable Test-time Adaptation for Robust Question Answering.

Yi Su, Yixin Ji, Juntao Li, Hai Ye, Min Zhang

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

Isotropic Representation Can Improve Zero-Shot Cross-Lingual Transfer on Multilingual Language Models.

Yixin Ji, Jikai Wang, Juntao Li, Hai Ye, Min Zhang

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

Isotropy-Enhanced Conditional Masked Language Models.

Pei Guo, Yisheng Xiao, Juntao Li, Yixin Ji, Min Zhang

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

KBioXLM: A Knowledge-anchored Biomedical Multilingual Pretrained Language Model.

Lei Geng, Xu Yan, Ziqiang Cao, Juntao Li, Wenjie Li, Sujian Li, Xinjie Zhou, Yang Yang, Jun Zhang

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

Towards Better Hierarchical Text Classification with Data Generation.

Yue Wang, Dan Qiao, Juntao Li, Jinxiong Chang, Qishen Zhang, Zhongyi Liu, Guannan Zhang, Min Zhang

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

CORE: Cooperative Training of Retriever-Reranker for Effective Dialogue Response Selection.

Chongyang Tao, Jiazhan Feng, Tao Shen, Chang Liu, Juntao Li, Xiubo Geng, Daxin Jiang

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

Can Diffusion Model Achieve Better Performance in Text Generation ? Bridging the Gap between Training and Inference !

Zecheng Tang, Pinzheng Wang, Keyan Zhou, Juntao Li, Ziqiang Cao, Min Zhang

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

Open-ended Long Text Generation via Masked Language Modeling.

Xiaobo Liang, Zecheng Tang, Juntao Li, Min Zhang

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

Dynamic and Efficient Inference for Text Generation via BERT Family.

Xiaobo Liang, Juntao Li, Lijun Wu, Ziqiang Cao, Min Zhang

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

Early Exit with Disentangled Representation and Equiangular Tight Frame.

Yixin Ji, Jikai Wang, Juntao Li, Qiang Chen, Wenliang Chen, Min Zhang

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

AMOM: Adaptive Masking over Masking for Conditional Masked Language Model.

Yisheng Xiao, Ruiyang Xu, Lijun Wu, Juntao Li, Tao Qin, Tie-Yan Liu, Min Zhang

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

RenewNAT: Renewing Potential Translation for Non-autoregressive Transformer.

Pei Guo, Yisheng Xiao, Juntao Li, Min Zhang

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

2022

Multi-Teacher Distillation With Single Model for Neural Machine Translation.

Xiaobo Liang, Lijun Wu, Juntao Li, Tao Qin, Min Zhang, Tie-Yan Liu

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

Deep Learning for Dialogue Systems: Chit-Chat and Beyond.

Rui Yan, Juntao Li, Zhou Yu

Found. Trends Inf. Retr., 2022

Image-text Retrieval: A Survey on Recent Research and Development.

Min Cao, Shiping Li, Juntao Li, Liqiang Nie, Min Zhang

Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

Robust Question Answering against Distribution Shifts with Test-Time Adaption: An Empirical Study.

Hai Ye, Yuyang Ding, Juntao Li, Hwee Tou Ng

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

Improving Temporal Generalization of Pre-trained Language Models with Lexical Semantic Change.

Zhaochen Su, Zecheng Tang, Xinyan Guan, Lijun Wu, Min Zhang, Juntao Li

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

JANUS: Joint Autoregressive and Non-autoregressive Training with Auxiliary Loss for Sequence Generation.

Xiaobo Liang, Lijun Wu, Juntao Li, Min Zhang

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

SelfMix: Robust Learning against Textual Label Noise with Self-Mixup Training.

Dan Qiao, Chenchen Dai, Yuyang Ding, Juntao Li, Qiang Chen, Wenliang Chen, Min Zhang

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

2021

Dialogue History Matters! Personalized Response Selection in Multi-Turn Retrieval-Based Chatbots.

Juntao Li, Chang Liu, Chongyang Tao, Zhangming Chan, Dongyan Zhao, Min Zhang, Rui Yan

ACM Trans. Inf. Syst., 2021

C²-Rec: An Effective Consistency Constraint for Sequential Recommendation.

Chong Liu, Xiaoyang Liu, Rongqin Zheng, Lixin Zhang, Xiaobo Liang, Juntao Li, Lijun Wu, Min Zhang, Leyu Lin

CoRR, 2021

Building an Efficient and Effective Retrieval-based Dialogue System via Mutual Learning.

Chongyang Tao, Jiazhan Feng, Chang Liu, Juntao Li, Xiubo Geng, Daxin Jiang

CoRR, 2021

Dialogue History Matters! Personalized Response Selectionin Multi-turn Retrieval-based Chatbots.

Juntao Li, Chang Liu, Chongyang Tao, Zhangming Chan, Dongyan Zhao, Min Zhang, Rui Yan

CoRR, 2021

How does Truth Evolve into Fake News? An Empirical Study of Fake News Evolution.

Mingfei Guo, Xiuying Chen, Juntao Li, Dongyan Zhao, Rui Yan

Proceedings of the Companion of The Web Conference 2021, 2021

R-Drop: Regularized Dropout for Neural Networks.

Xiaobo Liang, Lijun Wu, Juntao Li, Yue Wang, Qi Meng, Tao Qin, Wei Chen, Min Zhang, Tie-Yan Liu

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Learning to Organize a Bag of Words into Sentences with Neural Networks: An Empirical Study.

Chongyang Tao, Shen Gao, Juntao Li, Yansong Feng, Dongyan Zhao, Rui Yan

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

Enhancing the Open-Domain Dialogue Evaluation in Latent Space.

Zhangming Chan, Lemao Liu, Juntao Li, Haisong Zhang, Dongyan Zhao, Shuming Shi, Rui Yan

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

Content Learning with Structure-Aware Writing: A Graph-Infused Dual Conditional Variational Autoencoder for Automatic Storytelling.

Meng-Hsuan Yu, Juntao Li, Zhangming Chan, Rui Yan, Dongyan Zhao

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

2020

Feature Adaptation of Pre-Trained Language Models across Languages and Domains for Text Classification.

Hai Ye, Qingyu Tan, Ruidan He, Juntao Li, Hwee Tou Ng, Lidong Bing

CoRR, 2020

Unsupervised Domain Adaptation of a Pretrained Cross-Lingual Language Model.

Juntao Li, Ruidan He, Hai Ye, Hwee Tou Ng, Lidong Bing, Rui Yan

Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

Feature Adaptation of Pre-Trained Language Models across Languages and Domains with Robust Self-Training.

Hai Ye, Qingyu Tan, Ruidan He, Juntao Li, Hwee Tou Ng, Lidong Bing

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

Plan-CVAE: A Planning-Based Conditional Variational Autoencoder for Story Generation.

Lin Wang, Juntao Li, Dongyan Zhao, Rui Yan

Proceedings of the Chinese Computational Linguistics - 19th China National Conference, CCL 2020, Hainan, China, October 30, 2020

Draft and Edit: Automatic Storytelling Through Multi-Pass Hierarchical Conditional Variational Autoencoder.

Meng-Hsuan Yu, Juntao Li, Danyang Liu, Bo Tang, Haisong Zhang, Dongyan Zhao, Rui Yan

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

A Character-Centric Neural Model for Automated Story Generation.

Danyang Liu, Juntao Li, Meng-Hsuan Yu, Ziming Huang, Gongshen Liu, Dongyan Zhao, Rui Yan

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

Cross-Lingual Low-Resource Set-to-Description Retrieval for Global E-Commerce.

Juntao Li, Chang Liu, Jian Wang, Lidong Bing, Hongsong Li, Xiaozhong Liu, Dongyan Zhao, Rui Yan

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

2019

Boosting Variational Generative Model via Condition Enhancing and Lexical-Editing.

Zhengwei Tao, Waiman Si, Juntao Li, Dongyan Zhao, Rui Yan

Proceedings of the PRICAI 2019: Trends in Artificial Intelligence, 2019

Modeling Personalization in Continuous Space for Response Generation via Augmented Wasserstein Autoencoders.

Zhangming Chan, Juntao Li, Xiaopeng Yang, Xiuying Chen, Wenpeng Hu, Dongyan Zhao, Rui Yan

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

Stick to the Facts: Learning towards a Fidelity-oriented E-Commerce Product Description Generation.

Zhangming Chan, Xiuying Chen, Yongliang Wang, Juntao Li, Zhiqiang Zhang, Kun Gai, Dongyan Zhao, Rui Yan

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

Are Training Samples Correlated? Learning to Generate Dialogue Responses with Multiple References.

Lisong Qiu, Juntao Li, Wei Bi, Dongyan Zhao, Rui Yan

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

Insufficient Data Can Also Rock! Learning to Converse Using Smaller Data with Augmentation.

Juntao Li, Lisong Qiu, Bo Tang, Dongmin Chen, Dongyan Zhao, Rui Yan

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

Learning to Write Stories with Thematic Consistency and Wording Novelty.

Juntao Li, Lidong Bing, Lisong Qiu, Dongmin Chen, Dongyan Zhao, Rui Yan

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

2018

Overview of the NLPCC 2018 Shared Task: Multi-turn Human-Computer Conversations.

Juntao Li, Rui Yan

Proceedings of the Natural Language Processing and Chinese Computing, 2018

Generating Classical Chinese Poems via Conditional Variational Autoencoder and Adversarial Training.

Juntao Li, Yan Song, Haisong Zhang, Dongmin Chen, Shuming Shi, Dongyan Zhao, Rui Yan

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