Deep Neural Machine Translation with Linear Associative Unit. - Mingxuan Wang; Zhengdong Lu; Jie Zhou 016; Qun Liu 001 (ACL (1), 2017)

Incorporating Word Reordering Knowledge into Attention-based Neural Machine Translation. - Jinchao Zhang 001; Mingxuan Wang; Qun Liu 001; Jie Zhou 016 (ACL (1), 2017)

ME-MD: An Effective Framework for Neural Machine Translation with Multiple Encoders and Decoders. - Jinchao Zhang 001; Qun Liu 001; Jie Zhou 016 (IJCAI, 2017)

Incremental Transformer with Deliberation Decoder for Document Grounded Conversations. - Zekang Li; Cheng Niu; Fandong Meng; Yang Feng 004; Qian Li; Jie Zhou 016 (ACL (1), 2019)

Rhetorically Controlled Encoder-Decoder for Modern Chinese Poetry Generation. - Zhiqiang Liu; Zuohui Fu; Jie Cao 010; Gerard de Melo; Yik-Cheung Tam; Cheng Niu; Jie Zhou 016 (ACL (1), 2019)

GCDT: A Global Context Enhanced Deep Transition Architecture for Sequence Labeling. - Yijin Liu; Fandong Meng; Jinchao Zhang 001; Jinan Xu; Yufeng Chen 005; Jie Zhou 016 (ACL (1), 2019)

Towards Fine-grained Text Sentiment Transfer. - Fuli Luo; Peng Li 030; Pengcheng Yang; Jie Zhou 016; Yutong Tan; Baobao Chang; Zhifang Sui; Xu Sun 001 (ACL (1), 2019)

Key Fact as Pivot: A Two-Stage Model for Low Resource Table-to-Text Generation. - Shuming Ma; Pengcheng Yang; Tianyu Liu 001; Peng Li 030; Jie Zhou 016; Xu Sun 001 (ACL (1), 2019)

Retrieving Sequential Information for Non-Autoregressive Neural Machine Translation. - Chenze Shao; Yang Feng 004; Jinchao Zhang 001; Fandong Meng; Xilin Chen 001; Jie Zhou 016 (ACL (1), 2019)

Improving Multi-turn Dialogue Modelling with Utterance ReWriter. - Hui Su; Xiaoyu Shen 001; Rongzhi Zhang; Fei Sun 001; Pengwei Hu 001; Cheng Niu; Jie Zhou 016 (ACL (1), 2019)

DocRED: A Large-Scale Document-Level Relation Extraction Dataset. - Yuan Yao 013; Deming Ye; Peng Li 030; Xu Han 007; Yankai Lin; Zhenghao Liu 001; Zhiyuan Liu 001; Lixin Huang; Jie Zhou 016; Maosong Sun 001 (ACL (1), 2019)

A Metaphorical Analysis of Five Senses and Emotions in Mandarin Chinese. - Jie Zhou 016; Qi Su 001; Pengyuan Liu 001 (CLSW, 2019)

FewRel 2.0: Towards More Challenging Few-Shot Relation Classification. - Tianyu Gao 001; Xu Han 007; Hao Zhu 006; Zhiyuan Liu 001; Peng Li 030; Maosong Sun 001; Jie Zhou 016 (EMNLP/IJCNLP (1), 2019)

A Novel Aspect-Guided Deep Transition Model for Aspect Based Sentiment Analysis. - Yunlong Liang; Fandong Meng; Jinchao Zhang 001; Jinan Xu; Yufeng Chen 005; Jie Zhou 016 (EMNLP/IJCNLP (1), 2019)

CM-Net: A Novel Collaborative Memory Network for Spoken Language Understanding. - Yijin Liu; Fandong Meng; Jinchao Zhang 001; Jie Zhou 016; Yufeng Chen 005; Jinan Xu (EMNLP/IJCNLP (1), 2019)

NumNet: Machine Reading Comprehension with Numerical Reasoning. - Qiu Ran; Yankai Lin; Peng Li 030; Jie Zhou 016; Zhiyuan Liu 001 (EMNLP/IJCNLP (1), 2019)

HMEAE: Hierarchical Modular Event Argument Extraction. - Xiaozhi Wang; Ziqi Wang 003; Xu Han 007; Zhiyuan Liu 001; Juanzi Li; Peng Li 030; Maosong Sun 001; Jie Zhou 016; Xiang Ren 001 (EMNLP/IJCNLP (1), 2019)

Enhancing Context Modeling with a Query-Guided Capsule Network for Document-level Translation. - Zhengxin Yang; Jinchao Zhang 001; Fandong Meng; Shuhao Gu; Yang Feng 004; Jie Zhou 016 (EMNLP/IJCNLP (1), 2019)

A Dual Reinforcement Learning Framework for Unsupervised Text Style Transfer. - Fuli Luo; Peng Li 030; Jie Zhou 016; Pengcheng Yang; Baobao Chang; Xu Sun 001; Zhifang Sui (IJCAI, 2019)

Option Comparison Network for Multiple-choice Reading Comprehension. - Qiu Ran; Peng Li 030; Weiwei Hu; Jie Zhou 016 (CoRR, 2019)

An end-to-end Neural Network Framework for Text Clustering. - Jie Zhou 016; Xingyi Cheng; Jinchao Zhang 001 (CoRR, 2019)

Semantic Graph Convolutional Network for Implicit Discourse Relation Classification. - Yingxue Zhang 003; Ping Jian; Fandong Meng; Ruiying Geng; Wei Cheng; Jie Zhou 016 (CoRR, 2019)

Improving Node Classification by Co-training Node Pair Classification: A Novel Training Framework for General Graph Neural Networks. - Deli Chen; Xiaoqian Liu; Yankai Lin; Peng Li 030; Jie Zhou 016; Qi Su 001; Xu Sun 001 (CoRR, 2019)

Measuring and Relieving the Over-Smoothing Problem for Graph Neural Networks from the Topological View. - Deli Chen; Yankai Lin; Wei Li 101; Peng Li 030; Jie Zhou 016; Xu Sun 001 (AAAI, 2020)

DMRM: A Dual-Channel Multi-Hop Reasoning Model for Visual Dialog. - Feilong Chen; Fandong Meng; Jiaming Xu 001; Peng Li 030; Bo Xu 002; Jie Zhou 016 (AAAI, 2020)

Multi-Zone Unit for Recurrent Neural Networks. - Fandong Meng; Jinchao Zhang 001; Yang Liu 005; Jie Zhou 016 (AAAI, 2020)

Minimizing the Bag-of-Ngrams Difference for Non-Autoregressive Neural Machine Translation. - Chenze Shao; Jinchao Zhang 001; Yang Feng 004; Fandong Meng; Jie Zhou 016 (AAAI, 2020)

Enhancing Pointer Network for Sentence Ordering with Pairwise Ordering Predictions. - Yongjing Yin; Fandong Meng; Jinsong Su; Yubin Ge; Linfeng Song; Jie Zhou 016; Jiebo Luo 001 (AAAI, 2020)

Continual Relation Learning via Episodic Memory Activation and Reconsolidation. - Xu Han 007; Yi Dai; Tianyu Gao 001; Yankai Lin; Zhiyuan Liu 001; Peng Li 030; Maosong Sun 001; Jie Zhou 016 (ACL, 2020)

Unsupervised Paraphrasing by Simulated Annealing. - Xianggen Liu; Lili Mou; Fandong Meng; Hao Zhou 012; Jie Zhou 016; Sen Song (ACL, 2020)

Learning to Recover from Multi-Modality Errors for Non-Autoregressive Neural Machine Translation. - Qiu Ran; Yankai Lin; Peng Li 030; Jie Zhou 016 (ACL, 2020)

A Contextual Hierarchical Attention Network with Adaptive Objective for Dialogue State Tracking. - Yong Shan; Zekang Li; Jinchao Zhang 001; Fandong Meng; Yang Feng 004; Cheng Niu; Jie Zhou 016 (ACL, 2020)

Diversifying Dialogue Generation with Non-Conversational Text. - Hui Su; Xiaoyu Shen 001; Sanqiang Zhao; Xiao Zhou 004; Pengwei Hu 001; Randy Zhong; Cheng Niu; Jie Zhou 016 (ACL, 2020)

A Novel Graph-based Multi-modal Fusion Encoder for Neural Machine Translation. - Yongjing Yin; Fandong Meng; Jinsong Su; Chulun Zhou; Zhengyuan Yang; Jie Zhou 016; Jiebo Luo 001 (ACL, 2020)

Contrastive Zero-Shot Learning for Cross-Domain Slot Filling with Adversarial Attack. - Keqing He 001; Jinchao Zhang 001; Yuanmeng Yan; Weiran Xu; Cheng Niu; Jie Zhou 016 (COLING, 2020)

One Comment from One Perspective: An Effective Strategy for Enhancing Automatic Music Comment. - Tengfei Huo; Zhiqiang Liu; Jinchao Zhang 001; Jie Zhou 016 (COLING, 2020)

Bridging the Gap between Prior and Posterior Knowledge Selection for Knowledge-Grounded Dialogue Generation. - Xiuyi Chen; Fandong Meng; Peng Li 030; Feilong Chen; Shuang Xu; Bo Xu 002; Jie Zhou 016 (EMNLP (1), 2020)

Token-level Adaptive Training for Neural Machine Translation. - Shuhao Gu; Jinchao Zhang 001; Fandong Meng; Yang Feng 004; Wanying Xie; Jie Zhou 016; Dong Yu 003 (EMNLP (1), 2020)

Disentangle-based Continual Graph Representation Learning. - Xiaoyu Kou; Yankai Lin; Shaobo Liu; Peng Li 030; Jie Zhou 016; Yan Zhang 004 (EMNLP (1), 2020)

Learning from Context or Names? An Empirical Study on Neural Relation Extraction. - Hao Peng 015; Tianyu Gao 001; Xu Han 007; Yankai Lin; Peng Li 030; Zhiyuan Liu 001; Maosong Sun 001; Jie Zhou 016 (EMNLP (1), 2020)

A Sentiment-Controllable Topic-to-Essay Generator with Topic Knowledge Graph. - Lin Qiao; Jianhao Yan; Fandong Meng; Zhendong Yang; Jie Zhou 016 (EMNLP (Findings), 2020)

MovieChats: Chat like Humans in a Closed Domain. - Hui Su; Xiaoyu Shen 001; Xiao Zhou 004; Zheng Zhang; Ernie Chang; Cheng Zhang; Cheng Niu; Jie Zhou 016 (EMNLP (1), 2020)

MAVEN: A Massive General Domain Event Detection Dataset. - Xiaozhi Wang; Ziqi Wang 003; Xu Han 007; Wangyi Jiang; Rong Han; Zhiyuan Liu 001; Juanzi Li; Peng Li 030; Yankai Lin; Jie Zhou 016 (EMNLP (1), 2020)

Multi-Unit Transformers for Neural Machine Translation. - Jianhao Yan; Fandong Meng; Jie Zhou 016 (EMNLP (1), 2020)

More Data, More Relations, More Context and More Openness: A Review and Outlook for Relation Extraction. - Xu Han 007; Tianyu Gao 001; Yankai Lin; Hao Peng 015; Yaoliang Yang; Chaojun Xiao; Zhiyuan Liu 001; Peng Li 030; Jie Zhou 016; Maosong Sun 001 (AACL/IJCNLP, 2020)

Neural Gibbs Sampling for Joint Event Argument Extraction. - Xiaozhi Wang; Shengyu Jia; Xu Han 007; Zhiyuan Liu 001; Juanzi Li; Peng Li 030; Jie Zhou 016 (AACL/IJCNLP, 2020)

SenseMood: Depression Detection on Social Media. - Chenhao Lin; Pengwei Hu 001; Hui Su; Shaochun Li; Jing Mei; Jie Zhou 016; Henry Leung (ICMR, 2020)

Dynamic Context-guided Capsule Network for Multimodal Machine Translation. - Huan Lin; Fandong Meng; Jinsong Su; Yongjing Yin; Zhengyuan Yang; Yubin Ge; Jie Zhou 016; Jiebo Luo 001 (ACM Multimedia, 2020)

WeChat Neural Machine Translation Systems for WMT20. - Fandong Meng; Jianhao Yan; Yijin Liu; Yuan Gao; Xianfeng Zeng; Qinsong Zeng; Peng Li 030; Ming Chen; Jie Zhou 016; Sifan Liu; Hao Zhou 012 (WMT@EMNLP, 2020)

Bridging Text and Video: A Universal Multimodal Transformer for Video-Audio Scene-Aware Dialog. - Zekang Li; Zongjia Li; Jinchao Zhang 001; Yang Feng 004; Cheng Niu; Jie Zhou 016 (CoRR, 2020)

Depth-Adaptive Graph Recurrent Network for Text Classification. - Yijin Liu; Fandong Meng; Yufeng Chen 005; Jinan Xu; Jie Zhou 016 (CoRR, 2020)

An Iterative Knowledge Transfer Network with Routing for Aspect-based Sentiment Analysis. - Yunlong Liang; Fandong Meng; Jinchao Zhang 001; Jinan Xu; Yufeng Chen 005; Jie Zhou 016 (CoRR, 2020)

Learning to Encode Evolutionary Knowledge for Automatic Commenting Long Novels. - Canxiang Yan; Jianhao Yan; Yangyin Xu; Cheng Niu; Jie Zhou 016 (CoRR, 2020)

Towards Multimodal Response Generation with Exemplar Augmentation and Curriculum Optimization. - Zeyang Lei; Zekang Li; Jinchao Zhang 001; Fandong Meng; Yang Feng 004; Yujiu Yang; Cheng Niu; Jie Zhou 016 (CoRR, 2020)

Explicitly Modeling Adaptive Depths for Transformer. - Yijin Liu; Fandong Meng; Jie Zhou 016; Yufeng Chen 005; Jinan Xu (CoRR, 2020)

Neural Data-to-Text Generation via Jointly Learning the Segmentation and Correspondence. - Xiaoyu Shen 001; Ernie Chang; Hui Su; Jie Zhou 016; Dietrich Klakow (CoRR, 2020)

Dual Past and Future for Neural Machine Translation. - Jianhao Yan; Fandong Meng; Jie Zhou 016 (CoRR, 2020)

Modeling Inter-Aspect Dependencies with a Non-temporal Mechanism for Aspect-Based Sentiment Analysis. - Yunlong Liang; Fandong Meng; Jinchao Zhang 001; Yufeng Chen 005; Jinan Xu; Jie Zhou 016 (CoRR, 2020)

Contextual Knowledge Selection and Embedding towards Enhanced Pre-Trained Language Models. - YuSheng Su; Xu Han 007; Zhengyan Zhang; Peng Li 030; Zhiyuan Liu 001; Yankai Lin; Jie Zhou 016; Maosong Sun 001 (CoRR, 2020)

MS-Ranker: Accumulating Evidence from Potentially Correct Candidates for Answer Selection. - Yingxue Zhang 003; Fandong Meng; Peng Li 030; Ping Jian; Jie Zhou 016 (CoRR, 2020)

Distance-wise Graph Contrastive Learning. - Deli Chen; Yanyai Lin; Lei Li 039; Xuancheng Ren; Peng Li 030; Jie Zhou 016; Xu Sun 001 (CoRR, 2020)

Accelerating Pre-trained Language Models via Calibrated Cascade. - Lei Li 039; Yankai Lin; Shuhuai Ren; Deli Chen; Xuancheng Ren; Peng Li 030; Jie Zhou 016; Xu Sun 001 (CoRR, 2020)

Aspect-Level Sentiment-Controllable Review Generation with Mutual Learning Framework. - Huimin Chen; Yankai Lin; Fanchao Qi; Jinyi Hu; Peng Li 030; Jie Zhou 016; Maosong Sun 001 (AAAI, 2021)

Infusing Multi-Source Knowledge with Heterogeneous Graph Neural Network for Emotional Conversation Generation. - Yunlong Liang; Fandong Meng; Ying Zhang; Yufeng Chen 005; Jinan Xu; Jie Zhou 016 (AAAI, 2021)

Faster Depth-Adaptive Transformers. - Yijin Liu; Fandong Meng; Jie Zhou 016; Yufeng Chen 005; Jinan Xu (AAAI, 2021)

Guiding Non-Autoregressive Neural Machine Translation Decoding with Reordering Information. - Qiu Ran; Yankai Lin; Peng Li 030; Jie Zhou 016 (AAAI, 2021)

Selective Knowledge Distillation for Neural Machine Translation. - Fusheng Wang 008; Jianhao Yan; Fandong Meng; Jie Zhou 016 (ACL/IJCNLP (1), 2021)

GoG: Relation-aware Graph-over-Graph Network for Visual Dialog. - Feilong Chen; Xiuyi Chen; Fandong Meng; Peng Li 030; Jie Zhou 016 (ACL/IJCNLP (Findings), 2021)

Unsupervised Knowledge Selection for Dialogue Generation. - Xiuyi Chen; Feilong Chen; Fandong Meng; Peng Li 030; Jie Zhou 016 (ACL/IJCNLP (Findings), 2021)

Multimodal Incremental Transformer with Visual Grounding for Visual Dialogue Generation. - Feilong Chen; Fandong Meng; Xiuyi Chen; Peng Li 030; Jie Zhou 016 (ACL/IJCNLP (Findings), 2021)

Manual Evaluation Matters: Reviewing Test Protocols of Distantly Supervised Relation Extraction. - Tianyu Gao 001; Xu Han 007; Yuzhuo Bai; Keyue Qiu; Zhiyu Xie 001; Yankai Lin; Zhiyuan Liu 001; Peng Li 030; Maosong Sun 001; Jie Zhou 016 (ACL/IJCNLP (Findings), 2021)

Toward Fully Exploiting Heterogeneous Corpus: A Decoupled Named Entity Recognition Model with Two-stage Training. - Yun Hu 007; Yeshuang Zhu; Jinchao Zhang 001; Changwen Zheng; Jie Zhou 016 (ACL/IJCNLP (Findings), 2021)

Exploring Dynamic Selection of Branch Expansion Orders for Code Generation. - Hui Jiang; Chulun Zhou; Fandong Meng; Biao Zhang 002; Jie Zhou 016; Degen Huang; Qingqiang Wu 001; Jinsong Su (ACL/IJCNLP (1), 2021)

Conversations Are Not Flat: Modeling the Dynamic Information Flow across Dialogue Utterances. - Zekang Li; Jinchao Zhang 001; Zhengcong Fei; Yang Feng 004; Jie Zhou 016 (ACL/IJCNLP (1), 2021)

Addressing Inquiries about History: An Efficient and Practical Framework for Evaluating Open-domain Chatbot Consistency. - Zekang Li; Jinchao Zhang 001; Zhengcong Fei; Yang Feng 004; Jie Zhou 016 (ACL/IJCNLP (Findings), 2021)

Modeling Bilingual Conversational Characteristics for Neural Chat Translation. - Yunlong Liang; Fandong Meng; Yufeng Chen 005; Jinan Xu; Jie Zhou 016 (ACL/IJCNLP (1), 2021)

Marginal Utility Diminishes: Exploring the Minimum Knowledge for BERT Knowledge Distillation. - Yuanxin Liu; Fandong Meng; Zheng Lin 001; Weiping Wang 005; Jie Zhou 016 (ACL/IJCNLP (1), 2021)

Confidence-Aware Scheduled Sampling for Neural Machine Translation. - Yijin Liu; Fandong Meng; Yufeng Chen 005; Jinan Xu; Jie Zhou 016 (ACL/IJCNLP (Findings), 2021)

Scheduled Dialog Policy Learning: An Automatic Curriculum Learning Framework for Task-oriented Dialog System. - Sihong Liu; Jinchao Zhang 001; Keqing He 001; Weiran Xu; Jie Zhou 016 (ACL/IJCNLP (Findings), 2021)

Prevent the Language Model from being Overconfident in Neural Machine Translation. - Mengqi Miao; Fandong Meng; Yijin Liu; Xiao-Hua Zhou; Jie Zhou 016 (ACL/IJCNLP (1), 2021)

ERICA: Improving Entity and Relation Understanding for Pre-trained Language Models via Contrastive Learning. - Yujia Qin; Yankai Lin; Ryuichi Takanobu; Zhiyuan Liu 001; Peng Li 030; Heng Ji 001; Minlie Huang; Maosong Sun 001; Jie Zhou 016 (ACL/IJCNLP (1), 2021)

Improving Gradient-based Adversarial Training for Text Classification by Contrastive Learning and Auto-Encoder. - Yao Qiu; Jinchao Zhang 001; Jie Zhou 016 (ACL/IJCNLP (Findings), 2021)

GTM: A Generative Triple-wise Model for Conversational Question Generation. - Lei Shen 001; Fandong Meng; Jinchao Zhang 001; Yang Feng 004; Jie Zhou 016 (ACL/IJCNLP (1), 2021)

CLEVE: Contrastive Pre-training for Event Extraction. - Ziqi Wang 003; Xiaozhi Wang; Xu Han 007; Yankai Lin; Lei Hou 001; Zhiyuan Liu 001; Peng Li 030; Juanzi Li; Jie Zhou 016 (ACL/IJCNLP (1), 2021)

Bilingual Mutual Information Based Adaptive Training for Neural Machine Translation. - Yangyifan Xu; Yijin Liu; Fandong Meng; Jiajun Zhang; Jinan Xu; Jie Zhou 016 (ACL/IJCNLP (2), 2021)

Rethinking Stealthiness of Backdoor Attack against NLP Models. - Wenkai Yang; Yankai Lin; Peng Li 030; Jie Zhou 016; Xu Sun 001 (ACL/IJCNLP (1), 2021)

Target-oriented Fine-tuning for Zero-Resource Named Entity Recognition. - Ying Zhang; Fandong Meng; Yufeng Chen 005; Jinan Xu; Jie Zhou 016 (ACL/IJCNLP (Findings), 2021)

KACC: A Multi-task Benchmark for Knowledge Abstraction, Concretization and Completion. - Jie Zhou 016; Shengding Hu; Xin Lv; Cheng Yang 002; Zhiyuan Liu 001; Wei Xu 034; Jie Jiang; Juanzi Li; Maosong Sun 001 (ACL/IJCNLP (Findings), 2021)

Modeling Explicit Concerning States for Reinforcement Learning in Visual Dialogue. - Zipeng Xu; Fandong Meng; Xiaojie Wang 006; Duo Zheng; Chenxu Lv; Jie Zhou 016 (BMVC, 2021)

MOOCCubeX: A Large Knowledge-centered Repository for Adaptive Learning in MOOCs. - Jifan Yu; Yuquan Wang; Qingyang Zhong; Gan Luo; Yiming Mao 005; Kai Sun; Wenzheng Feng; Wei Xu 017; Shulin Cao; Kaisheng Zeng; Zijun Yao 002; Lei Hou 001; et al. (CIKM, 2021)

Improving Graph-based Sentence Ordering with Iteratively Predicted Pairwise Orderings. - Shaopeng Lai; Ante Wang; Fandong Meng; Jie Zhou 016; Yubin Ge; Jiali Zeng; Junfeng Yao; Degen Huang; Jinsong Su (EMNLP (1), 2021)

CascadeBERT: Accelerating Inference of Pre-trained Language Models via Calibrated Complete Models Cascade. - Lei Li 039; Yankai Lin; Deli Chen; Shuhuai Ren; Peng Li 030; Jie Zhou 016; Xu Sun 001 (EMNLP (Findings), 2021)

Dynamic Knowledge Distillation for Pre-trained Language Models. - Lei Li 039; Yankai Lin; Shuhuai Ren; Peng Li 030; Jie Zhou 016; Xu Sun 001 (EMNLP (1), 2021)

An Iterative Multi-Knowledge Transfer Network for Aspect-Based Sentiment Analysis. - Yunlong Liang; Fandong Meng; Jinchao Zhang 001; Yufeng Chen 005; Jinan Xu; Jie Zhou 016 (EMNLP (Findings), 2021)

Towards Making the Most of Dialogue Characteristics for Neural Chat Translation. - Yunlong Liang; Chulun Zhou; Fandong Meng; Jinan Xu; Yufeng Chen 005; Jinsong Su; Jie Zhou 016 (EMNLP (1), 2021)

Scheduled Sampling Based on Decoding Steps for Neural Machine Translation. - Yijin Liu; Fandong Meng; Yufeng Chen 005; Jinan Xu; Jie Zhou 016 (EMNLP (1), 2021)

Different Strokes for Different Folks: Investigating Appropriate Further Pre-training Approaches for Diverse Dialogue Tasks. - Yao Qiu; Jinchao Zhang 001; Jie Zhou 016 (EMNLP (1), 2021)

Text AutoAugment: Learning Compositional Augmentation Policy for Text Classification. - Shuhuai Ren; Jinchao Zhang 001; Lei Li 039; Xu Sun 001; Jie Zhou 016 (EMNLP (1), 2021)

Constructing Emotional Consensus and Utilizing Unpaired Data for Empathetic Dialogue Generation. - Lei Shen 001; Jinchao Zhang 001; Jiao Ou; Xiaofang Zhao; Jie Zhou 016 (EMNLP (Findings), 2021)

RAP: Robustness-Aware Perturbations for Defending against Backdoor Attacks on NLP Models. - Wenkai Yang; Yankai Lin; Peng Li 030; Jie Zhou 016; Xu Sun 001 (EMNLP (1), 2021)

CodRED: A Cross-Document Relation Extraction Dataset for Acquiring Knowledge in the Wild. - Yuan Yao 013; Jiaju Du; Yankai Lin; Peng Li 030; Zhiyuan Liu 001; Jie Zhou 016; Maosong Sun 001 (EMNLP (1), 2021)

Competence-based Curriculum Learning for Multilingual Machine Translation. - Mingliang Zhang 004; Fandong Meng; Yunhai Tong; Jie Zhou 016 (EMNLP (Findings), 2021)

Enhancing Visual Dialog Questioner with Entity-based Strategy Learning and Augmented Guesser. - Duo Zheng; Zipeng Xu; Fandong Meng; Xiaojie Wang 006; Jiaan Wang; Jie Zhou 016 (EMNLP (Findings), 2021)

Context Tracking Network: Graph-based Context Modeling for Implicit Discourse Relation Recognition. - Yingxue Zhang 003; Fandong Meng; Peng Li 030; Ping Jian; Jie Zhou 016 (NAACL-HLT, 2021)

Topology-Imbalance Learning for Semi-Supervised Node Classification. - Deli Chen; Yankai Lin; Guangxiang Zhao; Xuancheng Ren; Peng Li 030; Jie Zhou 016; Xu Sun 001 (NeurIPS, 2021)

TurboTransformers: an efficient GPU serving system for transformer models. - Jiarui Fang; Yang Yu; Chengduo Zhao; Jie Zhou 016 (PPoPP, 2021)

WeChat Neural Machine Translation Systems for WMT21. - Xianfeng Zeng; Yijin Liu; Ernan Li; Qiu Ran; Fandong Meng; Peng Li 030; Jinan Xu; Jie Zhou 016 (WMT@EMNLP, 2021)

CokeBERT: Contextual knowledge selection and embedding towards enhanced pre-trained language models. - Yusheng Su; Xu Han 007; Zhengyan Zhang; Yankai Lin; Peng Li 030; Zhiyuan Liu 001; Jie Zhou 016; Maosong Sun 001 (AI Open, 2021)

Sequence-Level Training for Non-Autoregressive Neural Machine Translation. - Chenze Shao; Yang Feng 004; Jinchao Zhang 001; Fandong Meng; Jie Zhou 016 (Comput. Linguistics, 2021)

WeChat AI's Submission for DSTC9 Interactive Dialogue Evaluation Track. - Zekang Li; Zongjia Li; Jinchao Zhang 001; Yang Feng 004; Jie Zhou 016 (CoRR, 2021)

Rethinking the Evaluation of Neural Machine Translation. - Jianhao Yan; Chenming Wu; Fandong Meng; Jie Zhou 016 (CoRR, 2021)

PatrickStar: Parallel Training of Pre-trained Models via a Chunk-based Memory Management. - Jiarui Fang; Yang Yu; Shenggui Li; Yang You 001; Jie Zhou 016 (CoRR, 2021)

Towards Expressive Communication with Internet Memes: A New Multimodal Conversation Dataset and Benchmark. - Zhengcong Fei; Zekang Li; Jinchao Zhang 001; Yang Feng 004; Jie Zhou 016 (CoRR, 2021)

Challenging Instances are Worth Learning: Generating Valuable Negative Samples for Response Selection Training. - Yao Qiu; Jinchao Zhang 001; Huiying Ren; Jie Zhou 016 (CoRR, 2021)

Constructing Emotion Consensus and Utilizing Unpaired Data for Empathetic Dialogue Generation. - Lei Shen 001; Jinchao Zhang 001; Jiao Ou; Xiaofang Zhao; Jie Zhou 016 (CoRR, 2021)

MoEfication: Conditional Computation of Transformer Models for Efficient Inference. - Zhengyan Zhang; Yankai Lin; Zhiyuan Liu 001; Peng Li 030; Maosong Sun 001; Jie Zhou 016 (CoRR, 2021)

Exploring Low-dimensional Intrinsic Task Subspace via Prompt Tuning. - Yujia Qin; Xiaozhi Wang; YuSheng Su; Yankai Lin; Ning Ding 002; Zhiyuan Liu 001; Juanzi Li; Lei Hou 001; Peng Li 030; Maosong Sun 001; Jie Zhou 016 (CoRR, 2021)

On Transferability of Prompt Tuning for Natural Language Understanding. - YuSheng Su; Xiaozhi Wang; Yujia Qin; Chi-Min Chan; Yankai Lin; Zhiyuan Liu 001; Peng Li 030; Juanzi Li; Lei Hou 001; Maosong Sun 001; Jie Zhou 016 (CoRR, 2021)

Model Uncertainty-Aware Knowledge Amalgamation for Pre-Trained Language Models. - Lei Li 039; Yankai Lin; Xuancheng Ren; Guangxiang Zhao; Peng Li 030; Jie Zhou 016; Xu Sun 001 (CoRR, 2021)

Research on protection of vulnerable nodes in power communication network based on the model of invalid proximity of edge. - Jie Zhou 016; Yingjie Jiang; Bintai Xu; Liang Ma; Xinquan Lv (Int. J. Auton. Adapt. Commun. Syst., 2021)

A dependency syntactic knowledge augmented interactive architecture for end-to-end aspect-based sentiment analysis. - Yunlong Liang; Fandong Meng; Jinchao Zhang 001; Yufeng Chen 005; Jinan Xu; Jie Zhou 016 (Neurocomputing, 2021)

Simulated annealing for optimization of graphs and sequences. - Xianggen Liu; Pengyong Li; Fandong Meng; Hao Zhou 012; Huasong Zhong; Jie Zhou 016; Lili Mou; Sen Song (Neurocomputing, 2021)

MS-Ranker: Accumulating evidence from potentially correct candidates via reinforcement learning for answer selection. - Yingxue Zhang 003; Fandong Meng; Peng Li 030; Ping Jian; Jie Zhou 016 (Neurocomputing, 2021)

Bridging Text and Video: A Universal Multimodal Transformer for Audio-Visual Scene-Aware Dialog. - Zekang Li; Zongjia Li; Jinchao Zhang 001; Yang Feng 004; Jie Zhou 016 (IEEE ACM Trans. Audio Speech Lang. Process., 2021)

CSS-LM: A Contrastive Framework for Semi-Supervised Fine-Tuning of Pre-Trained Language Models. - YuSheng Su; Xu Han 007; Yankai Lin; Zhengyan Zhang; Zhiyuan Liu 001; Peng Li 030; Jie Zhou 016; Maosong Sun 001 (IEEE ACM Trans. Audio Speech Lang. Process., 2021)

Dual Context-Guided Continuous Prompt Tuning for Few-Shot Learning. - Jie Zhou 016; Le Tian 004; Houjin Yu; Xiao Zhou 004; Hui Su; Jie Zhou 033 (ACL (Findings), 2022)

Fully Hyperbolic Neural Networks. - Weize Chen; Xu Han 007; Yankai Lin; Hexu Zhao; Zhiyuan Liu 001; Peng Li 030; Maosong Sun 001; Jie Zhou 016 (ACL (1), 2022)

BMInf: An Efficient Toolkit for Big Model Inference and Tuning. - Xu Han 007; Guoyang Zeng; Weilin Zhao; Zhiyuan Liu 001; Zhengyan Zhang; Jie Zhou 016; Jun Zhang; Jia Chao; Maosong Sun 001 (ACL (demo), 2022)

CTRLEval: An Unsupervised Reference-Free Metric for Evaluating Controlled Text Generation. - Pei Ke; Hao Zhou 012; Yankai Lin; Peng Li 030; Jie Zhou 016; Xiaoyan Zhu 001; Minlie Huang (ACL (1), 2022)

Scheduled Multi-task Learning for Neural Chat Translation. - Yunlong Liang; Fandong Meng; Jinan Xu; Yufeng Chen 005; Jie Zhou 016 (ACL (1), 2022)

MSCTD: A Multimodal Sentiment Chat Translation Dataset. - Yunlong Liang; Fandong Meng; Jinan Xu; Yufeng Chen 005; Jie Zhou 016 (ACL (1), 2022)

A Variational Hierarchical Model for Neural Cross-Lingual Summarization. - Yunlong Liang; Fandong Meng; Chulun Zhou; Jinan Xu; Yufeng Chen 005; Jinsong Su; Jie Zhou 016 (ACL (1), 2022)

Do Pre-trained Models Benefit Knowledge Graph Completion? A Reliable Evaluation and a Reasonable Approach. - Xin Lv; Yankai Lin; Yixin Cao 002; Lei Hou 001; Juanzi Li; Zhiyuan Liu 001; Peng Li 030; Jie Zhou 016 (ACL (Findings), 2022)

ELLE: Efficient Lifelong Pre-training for Emerging Data. - Yujia Qin; Jiajie Zhang; Yankai Lin; Zhiyuan Liu 001; Peng Li 030; Maosong Sun 001; Jie Zhou 016 (ACL (Findings), 2022)

RoCBert: Robust Chinese Bert with Multimodal Contrastive Pretraining. - Hui Su; Weiwei Shi; Xiaoyu Shen 001; Xiao Zhou 004; Tuo Ji; Jiarui Fang; Jie Zhou 016 (ACL (1), 2022)

EAG: Extract and Generate Multi-way Aligned Corpus for Complete Multi-lingual Neural Machine Translation. - Yulin Xu; Zhen Yang; Fandong Meng; Jie Zhou 016 (ACL (1), 2022)

MoEfication: Transformer Feed-forward Layers are Mixtures of Experts. - Zhengyan Zhang; Yankai Lin; Zhiyuan Liu 001; Peng Li 030; Maosong Sun 001; Jie Zhou 016 (ACL (Findings), 2022)

Conditional Bilingual Mutual Information Based Adaptive Training for Neural Machine Translation. - Songming Zhang 001; Yijin Liu; Fandong Meng; Yufeng Chen 005; Jinan Xu; Jian Liu 032; Jie Zhou 016 (ACL (1), 2022)

Selecting Stickers in Open-Domain Dialogue through Multitask Learning. - Zhexin Zhang; Yeshuang Zhu; Zhengcong Fei; Jinchao Zhang 001; Jie Zhou 016 (ACL (Findings), 2022)

Confidence Based Bidirectional Global Context Aware Training Framework for Neural Machine Translation. - Chulun Zhou; Fandong Meng; Jie Zhou 016; Min Zhang 005; Hongji Wang; Jinsong Su (ACL (1), 2022)

TAKE: Topic-shift Aware Knowledge sElection for Dialogue Generation. - Chenxu Yang; Zheng Lin 001; Jiangnan Li; Fandong Meng; Weiping Wang 005; Lanrui Wang; Jie Zhou 016 (COLING, 2022)

Categorizing Semantic Representations for Neural Machine Translation. - Yongjing Yin; Yafu Li; Fandong Meng; Jie Zhou 016; Yue Zhang 004 (COLING, 2022)

Automatic Label Sequence Generation for Prompting Sequence-to-sequence Models. - Zichun Yu; Tianyu Gao 001; Zhengyan Zhang; Yankai Lin; Zhiyuan Liu 001; Maosong Sun 001; Jie Zhou 016 (COLING, 2022)

TSAM: A Two-Stream Attention Model for Causal Emotion Entailment. - Duzhen Zhang; Zhen Yang; Fandong Meng; Xiuyi Chen; Jie Zhou 016 (COLING, 2022)

Towards Robust k-Nearest-Neighbor Machine Translation. - Hui Jiang; Ziyao Lu; Fandong Meng; Chulun Zhou; Jie Zhou 016; Degen Huang; Jinsong Su (EMNLP, 2022)

ROSE: Robust Selective Fine-tuning for Pre-trained Language Models. - Lan Jiang; Hao Zhou 012; Yankai Lin; Peng Li 030; Jie Zhou 016; Rui Jiang (EMNLP, 2022)

Cross-Align: Modeling Deep Cross-lingual Interactions for Word Alignment. - Siyu Lai; Zhen Yang; Fandong Meng; Yufeng Chen 005; Jinan Xu; Jie Zhou 016 (EMNLP, 2022)

From Mimicking to Integrating: Knowledge Integration for Pre-Trained Language Models. - Lei Li 039; Yankai Lin; Xuancheng Ren; Guangxiang Zhao; Peng Li 030; Jie Zhou 016; Xu Sun 001 (EMNLP (Findings), 2022)

Counterfactual Data Augmentation via Perspective Transition for Open-Domain Dialogues. - Jiao Ou; Jinchao Zhang 001; Yang Feng 004; Jie Zhou 016 (EMNLP, 2022)

Exploring Mode Connectivity for Pre-trained Language Models. - Yujia Qin; Cheng Qian 008; Jing Yi; Weize Chen; Yankai Lin; Xu Han 007; Zhiyuan Liu 001; Maosong Sun 001; Jie Zhou 016 (EMNLP, 2022)

Towards Robust Visual Question Answering: Making the Most of Biased Samples via Contrastive Learning. - Qingyi Si; Yuanxin Liu; Fandong Meng; Zheng Lin 001; Peng Fu 008; Yanan Cao 001; Weiping Wang 005; Jie Zhou 016 (EMNLP (Findings), 2022)

Language Prior Is Not the Only Shortcut: A Benchmark for Shortcut Learning in VQA. - Qingyi Si; Fandong Meng; Mingyu Zheng; Zheng Lin 001; Yuanxin Liu; Peng Fu 008; Yanan Cao 001; Weiping Wang 005; Jie Zhou 016 (EMNLP (Findings), 2022)

MAVEN-ERE: A Unified Large-scale Dataset for Event Coreference, Temporal, Causal, and Subevent Relation Extraction. - Xiaozhi Wang; Yulin Chen; Ning Ding 002; Hao Peng 015; Zimu Wang; Yankai Lin; Xu Han 007; Lei Hou 001; Juanzi Li; Zhiyuan Liu 001; Peng Li 030; Jie Zhou 016 (EMNLP, 2022)

Empathetic Dialogue Generation via Sensitive Emotion Recognition and Sensible Knowledge Selection. - Lanrui Wang; Jiangnan Li; Zheng Lin 001; Fandong Meng; Chenxu Yang; Weiping Wang 005; Jie Zhou 016 (EMNLP (Findings), 2022)

ClidSum: A Benchmark Dataset for Cross-Lingual Dialogue Summarization. - Jiaan Wang; Fandong Meng; Ziyao Lu; Duo Zheng; Zhixu Li; Jianfeng Qu; Jie Zhou 016 (EMNLP, 2022)

AutoCAD: Automatically Generate Counterfactuals for Mitigating Shortcut Learning. - Jiaxin Wen; Yeshuang Zhu; Jinchao Zhang 001; Jie Zhou 016; Minlie Huang (EMNLP (Findings), 2022)

Digging Errors in NMT: Evaluating and Understanding Model Errors from Partial Hypothesis Space. - Jianhao Yan; Chenming Wu; Fandong Meng; Jie Zhou 016 (EMNLP, 2022)

WeTS: A Benchmark for Translation Suggestion. - Zhen Yang; Fandong Meng; Yingxue Zhang 003; Ernan Li; Jie Zhou 016 (EMNLP, 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 002; Xu Han 007; Zhiyuan Liu 001; Maosong Sun 001; Jie Zhou 016 (EMNLP (Findings), 2022)

Rethinking the Promotion Brought by Contrastive Learning to Semi-Supervised Node Classification. - Deli Chen; Yankai Lin; Lei Li 039; Xuancheng Ren; Peng Li 030; Jie Zhou 016; Xu Sun 001 (IJCAI, 2022)

Neutral Utterances are Also Causes: Enhancing Conversational Causal Emotion Entailment with Social Commonsense Knowledge. - Jiangnan Li; Fandong Meng; Zheng Lin 001; Rui Liu 032; Peng Fu 008; Yanan Cao 001; Weiping Wang 005; Jie Zhou 016 (IJCAI, 2022)

High-Resolution and Arbitrary-Sized Chinese Landscape Painting Creation Based on Generative Adversarial Networks. - Peixiang Luo; Jinchao Zhang 001; Jie Zhou 016 (IJCAI, 2022)

Structure-Enhanced Pop Music Generation via Harmony-Aware Learning. - Xueyao Zhang; Jinchao Zhang 001; Yao Qiu; Li Wang; Jie Zhou 016 (ACM Multimedia, 2022)

Visual Dialog for Spotting the Differences between Pairs of Similar Images. - Duo Zheng; Fandong Meng; Qingyi Si; Hairun Fan; Zipeng Xu; Jie Zhou 016; Fangxiang Feng; Xiaojie Wang 006 (ACM Multimedia, 2022)

Generating Authentic Adversarial Examples beyond Meaning-preserving with Doubly Round-trip Translation. - Siyu Lai; Zhen Yang; Fandong Meng; Xue Zhang; Yufeng Chen 005; Jinan Xu; Jie Zhou 016 (NAACL-HLT, 2022)

Learning to Win Lottery Tickets in BERT Transfer via Task-agnostic Mask Training. - Yuanxin Liu; Fandong Meng; Zheng Lin 001; Peng Fu 008; Yanan Cao 001; Weiping Wang 005; Jie Zhou 016 (NAACL-HLT, 2022)

Knowledge Inheritance for Pre-trained Language Models. - Yujia Qin; Yankai Lin; Jing Yi; Jiajie Zhang; Xu Han 007; Zhengyan Zhang; Yusheng Su; Zhiyuan Liu 001; Peng Li 030; Maosong Sun 001; Jie Zhou 016 (NAACL-HLT, 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 001; Peng Li 030; Juanzi Li; Lei Hou 001; Maosong Sun 001; et al. (NAACL-HLT, 2022)

A Win-win Deal: Towards Sparse and Robust Pre-trained Language Models. - Yuanxin Liu; Fandong Meng; Zheng Lin 001; Jiangnan Li; Peng Fu 008; Yanan Cao 001; Weiping Wang 005; Jie Zhou 016 (NeurIPS, 2022)

Summer: WeChat Neural Machine Translation Systems for the WMT22 Biomedical Translation Task. - Ernan Li; Fandong Meng; Jie Zhou 016 (WMT, 2022)

BJTU-WeChat's Systems for the WMT22 Chat Translation Task. - Yunlong Liang; Fandong Meng; Jinan Xu; Yufeng Chen 005; Jie Zhou 016 (WMT, 2022)

Findings of the WMT 2022 Shared Task on Translation Suggestion. - Zhen Yang; Fandong Meng; Yingxue Zhang 003; Ernan Li; Jie Zhou 016 (WMT, 2022)

Emotional conversation generation with heterogeneous graph neural network. - Yunlong Liang; Fandong Meng; Ying Zhang; Yufeng Chen 005; Jinan Xu; Jie Zhou 016 (Artif. Intell., 2022)

Mental Health Assessment for the Chatbots. - Yong Shan; Jinchao Zhang 001; Zekang Li; Yang Feng 004; Jie Zhou 016 (CoRR, 2022)

Towards Robust Online Dialogue Response Generation. - Leyang Cui; Fandong Meng; Yijin Liu; Jie Zhou 016; Yue Zhang 004 (CoRR, 2022)

Spot the Difference: A Cooperative Object-Referring Game in Non-Perfectly Co-Observable Scene. - Duo Zheng; Fandong Meng; Qingyi Si; Hairun Fan; Zipeng Xu; Jie Zhou 016; Fangxiang Feng; Xiaojie Wang 006 (CoRR, 2022)

Probing Causes of Hallucinations in Neural Machine Translations. - Jianhao Yan; Fandong Meng; Jie Zhou 016 (CoRR, 2022)

Manual-Guided Dialogue for Flexible Conversational Agents. - Ryuichi Takanobu; Hao Zhou 012; Yankai Lin; Peng Li 030; Jie Zhou 016; Minlie Huang (CoRR, 2022)

Rethink about the Word-level Quality Estimation for Machine Translation from Human Judgement. - Zhen Yang; Fandong Meng; Yuanmeng Yan; Jie Zhou 016 (CoRR, 2022)

WeLM: A Well-Read Pre-trained Language Model for Chinese. - Hui Su; Xiao Zhou 004; Houjin Yu; Yuwen Chen; Zilin Zhu; Yang Yu; Jie Zhou 016 (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 002; Xu Han 007; Zhiyuan Liu 001; Maosong Sun 001; Jie Zhou 016 (CoRR, 2022)

Few-Shot Character Understanding in Movies as an Assessment to Meta-Learning of Theory-of-Mind. - Mo Yu; Yisi Sang; Kangsheng Pu; Zekai Wei; Han Wang; Jing Li; Yue Yu; Jie Zhou 016 (CoRR, 2022)

CSCD-IME: Correcting Spelling Errors Generated by Pinyin IME. - Yong Hu; Fandong Meng; Jie Zhou 016 (CoRR, 2022)

AutoCAD: Automatically Generating Counterfactuals for Mitigating Shortcut Learning. - Jiaxin Wen; Yeshuang Zhu; Jinchao Zhang 001; Jie Zhou 016; Minlie Huang (CoRR, 2022)

MKGN: A Multi-Dimensional Knowledge Enhanced Graph Network for Multi-Hop Question and Answering. - Ying Zhang; Fandong Meng; Jinchao Zhang 001; Yufeng Chen 005; Jinan Xu; Jie Zhou 016 (IEICE Trans. Inf. Syst., 2022)

State scheduling method of redundant nodes in power communication network based on least square method. - Liang Ma; Jie Zhou 016; Bintai Xu; Youxiang Zhu; Yingjie Jiang (Int. J. Auton. Adapt. Commun. Syst., 2022)

A Survey on Cross-Lingual Summarization. - Jiaan Wang; Fandong Meng; Duo Zheng; Yunlong Liang; Zhixu Li; Jianfeng Qu; Jie Zhou 016 (Trans. Assoc. Comput. Linguistics, 2022)

Rephrasing the Reference for Non-autoregressive Machine Translation. - Chenze Shao; Jinchao Zhang 001; Jie Zhou 016; Yang Feng 004 (AAAI, 2023)

Stochastic Bridges as Effective Regularizers for Parameter-Efficient Tuning. - Weize Chen; Xu Han 007; Yankai Lin; Zhiyuan Liu 001; Maosong Sun 001; Jie Zhou 016 (ACL (Findings), 2023)

Question-Interlocutor Scope Realized Graph Modeling over Key Utterances for Dialogue Reading Comprehension. - Jiangnan Li; Mo Yu; Fandong Meng; Zheng Lin 001; Peng Fu 008; Weiping Wang 005; Jie Zhou 016 (ACL (Findings), 2023)

Summary-Oriented Vision Modeling for Multimodal Abstractive Summarization. - Yunlong Liang; Fandong Meng; Jinan Xu; Jiaan Wang; Yufeng Chen 005; Jie Zhou 016 (ACL (1), 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 007; Ning Ding 002; Huadong Wang; Ruobing Xie; Fanchao Qi; et al. (ACL (1), 2023)

Recyclable Tuning for Continual Pre-training. - Yujia Qin; Cheng Qian 008; Xu Han 007; Yankai Lin; Huadong Wang; Ruobing Xie; Zhiyuan Liu 001; Maosong Sun 001; Jie Zhou 016 (ACL (Findings), 2023)

Towards Unifying Multi-Lingual and Cross-Lingual Summarization. - Jiaan Wang; Fandong Meng; Duo Zheng; Yunlong Liang; Zhixu Li; Jianfeng Qu; Jie Zhou 016 (ACL (1), 2023)

Rethinking the Word-level Quality Estimation for Machine Translation from Human Judgement. - Zhen Yang; Fandong Meng; Yuanmeng Yan; Jie Zhou 016 (ACL (Findings), 2023)

Consistency Regularization Training for Compositional Generalization. - Yongjing Yin; Jiali Zeng; Yafu Li; Fandong Meng; Jie Zhou 016; Yue Zhang 004 (ACL (1), 2023)

Personality Understanding of Fictional Characters during Book Reading. - Mo Yu; Jiangnan Li; Shunyu Yao; Wenjie Pang; Xiaochen Zhou; Xiao Zhou 004; Fandong Meng; Jie Zhou 016 (ACL (1), 2023)

Soft Language Clustering for Multilingual Model Pre-training. - Jiali Zeng; Yufan Jiang; Yongjing Yin; Yi Jing; Fandong Meng; Binghuai Lin; Yunbo Cao; Jie Zhou 016 (ACL (1), 2023)

Diffusion Theory as a Scalpel: Detecting and Purifying Poisonous Dimensions in Pre-trained Language Models Caused by Backdoor or Bias. - Zhiyuan Zhang 001; Deli Chen; Hao Zhou 012; Fandong Meng; Jie Zhou 016; Xu Sun 001 (ACL (Findings), 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 007; Zhiyuan Liu 001; Peng Li 030; Maosong Sun 001; Jie Zhou 016 (ACL (1), 2023)

Emergent Modularity in Pre-trained Transformers. - Zhengyan Zhang; Zhiyuan Zeng; Yankai Lin; Chaojun Xiao; Xiaozhi Wang; Xu Han 007; Zhiyuan Liu 001; Ruobing Xie; Maosong Sun 001; Jie Zhou 016 (ACL (Findings), 2023)

RC3: Regularized Contrastive Cross-lingual Cross-modal Pre-training. - Chulun Zhou; Yunlong Liang; Fandong Meng; Jinan Xu; Jinsong Su; Jie Zhou 016 (ACL (Findings), 2023)

Enhancing Dialogue Generation with Conversational Concept Flows. - Siheng Li; Wangjie Jiang; Pengda Si; Cheng Yang 002; Yao Qiu; Jinchao Zhang 001; Jie Zhou 016; Yujiu Yang (EACL (Findings), 2023)

Boosting Inference Efficiency: Unleashing the Power of Parameter-Shared Pre-trained Language Models. - Weize Chen; Xiaoyue Xu; Xu Han 007; Yankai Lin; Ruobing Xie; Zhiyuan Liu 001; Maosong Sun 001; Jie Zhou 016 (EMNLP (Findings), 2023)

Multi-Source Probing for Open-Domain Conversational Understanding. - Yuanxi Li; Hao Zhou 012; Jie Zhou 016; Minlie Huang (EMNLP, 2023)

D²TV: Dual Knowledge Distillation and Target-oriented Vision Modeling for Many-to-Many Multimodal Summarization. - Yunlong Liang; Fandong Meng; Jiaan Wang; Jinan Xu; Yufeng Chen 005; Jie Zhou 016 (EMNLP (Findings), 2023)

Enhancing Argument Structure Extraction with Efficient Leverage of Contextual Information. - Yun Luo; Zhen Yang; Fandong Meng; Yingjie Li 008; Jie Zhou 016; Yue Zhang 004 (EMNLP (Findings), 2023)

Label Words are Anchors: An Information Flow Perspective for Understanding In-Context Learning. - Lean Wang; Lei Li 039; Damai Dai; Deli Chen; Hao Zhou 012; Fandong Meng; Jie Zhou 016; Xu Sun 001 (EMNLP, 2023)

Understanding Translationese in Cross-Lingual Summarization. - Jiaan Wang; Fandong Meng; Yunlong Liang; Tingyi Zhang; Jiarong Xu; Zhixu Li; Jie Zhou 016 (EMNLP (Findings), 2023)

Re³Dial: Retrieve, Reorganize and Rescale Conversations for Long-Turn Open-Domain Dialogue Pre-training. - Jiaxin Wen; Hao Zhou 012; Jian Guan 002; Jie Zhou 016; Minlie Huang (EMNLP, 2023)

Variator: Accelerating Pre-trained Models with Plug-and-Play Compression Modules. - Chaojun Xiao; Yuqi Luo; Wenbin Zhang; Pengle Zhang; Xu Han 007; Yankai Lin; Zhengyan Zhang; Ruobing Xie; Zhiyuan Liu 001; Maosong Sun 001; Jie Zhou 016 (EMNLP (Findings), 2023)

HyperNetwork-based Decoupling to Improve Model Generalization for Few-Shot Relation Extraction. - Liang Zhang; Chulun Zhou; Fandong Meng; Jinsong Su; Yidong Chen 001; Jie Zhou 016 (EMNLP, 2023)

Humming2Music: Being A Composer As Long As You Can Humming. - Yao Qiu; Jinchao Zhang 001; Huiying Ren; Yong Shan; Jie Zhou 016 (IJCAI, 2023)

LingGe: An Automatic Ancient Chinese Poem-to-Song Generation System. - Yong Shan; Jinchao Zhang 001; Huiying Ren; Yao Qiu; Jie Zhou 016 (IJCAI, 2023)

Towards Better Multi-modal Keyphrase Generation via Visual Entity Enhancement and Multi-granularity Image Noise Filtering. - Yifan Dong; Suhang Wu; Fandong Meng; Jie Zhou 016; Xiaoli Wang 002; Jianxin Lin; Jinsong Su (ACM Multimedia, 2023)

Fed-FA: Theoretically Modeling Client Data Divergence for Federated Language Backdoor Defense. - Zhiyuan Zhang 001; Deli Chen; Hao Zhou 012; Fandong Meng; Jie Zhou 016; Xu Sun 001 (NeurIPS, 2023)

Interpretable User Retention Modeling in Recommendation. - Rui Ding 003; Ruobing Xie; Xiaobo Hao; Xiaochun Yang 001; Kaikai Ge; Xu Zhang 028; Jie Zhou 016; Leyu Lin (RecSys, 2023)

Exploring False Hard Negative Sample in Cross-Domain Recommendation. - Haokai Ma; Ruobing Xie; Lei Meng 001; Xin Chen 091; Xu Zhang 028; Leyu Lin; Jie Zhou 016 (RecSys, 2023)

Attacking Pre-trained Recommendation. - Yiqing Wu; Ruobing Xie; Zhao Zhang 011; Yongchun Zhu; Fuzhen Zhuang; Jie Zhou 016; Yongjun Xu 001; Qing He 003 (SIGIR, 2023)

Integrating Local Real Data with Global Gradient Prototypes for Classifier Re-Balancing in Federated Long-Tailed Learning. - Wenkai Yang; Deli Chen; Hao Zhou 012; Fandong Meng; Jie Zhou 016; Xu Sun 001 (CoRR, 2023)

Cross-Lingual Summarization via ChatGPT. - Jiaan Wang; Yunlong Liang; Fandong Meng; Zhixu Li; Jianfeng Qu; Jie Zhou 016 (CoRR, 2023)

Is ChatGPT a Good NLG Evaluator? A Preliminary Study. - Jiaan Wang; Yunlong Liang; Fandong Meng; Haoxiang Shi; Zhixu Li; Jinan Xu; Jianfeng Qu; Jie Zhou 016 (CoRR, 2023)

Unified Model Learning for Various Neural Machine Translation. - Yunlong Liang; Fandong Meng; Jinan Xu; Jiaan Wang; Yufeng Chen 005; Jie Zhou 016 (CoRR, 2023)

Investigating Forgetting in Pre-Trained Representations Through Continual Learning. - Yun Luo; Zhen Yang; Xuefeng Bai 001; Fandong Meng; Jie Zhou 016; Yue Zhang 004 (CoRR, 2023)

WeLayout: WeChat Layout Analysis System for the ICDAR 2023 Competition on Robust Layout Segmentation in Corporate Documents. - Mingliang Zhang 004; Zhen Cao; Juntao Liu; Liqiang Niu; Fandong Meng; Jie Zhou 016 (CoRR, 2023)

Mitigating Catastrophic Forgetting in Task-Incremental Continual Learning with Adaptive Classification Criterion. - Yun Luo; Xiaotian Lin; Zhen Yang; Fandong Meng; Jie Zhou 016; Yue Zhang 004 (CoRR, 2023)

D2TV: Dual Knowledge Distillation and Target-oriented Vision Modeling for Many-to-Many Multimodal Summarization. - Yunlong Liang; Fandong Meng; Jiaan Wang; Jinan Xu; Yufeng Chen 005; Jie Zhou 016 (CoRR, 2023)

TIM: Teaching Large Language Models to Translate with Comparison. - Jiali Zeng; Fandong Meng; Yongjing Yin; Jie Zhou 016 (CoRR, 2023)

Towards Codable Text Watermarking for Large Language Models. - Lean Wang; Wenkai Yang; Deli Chen; Hao Zhou 012; Yankai Lin; Fandong Meng; Jie Zhou 016; Xu Sun 001 (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; et al. (CoRR, 2023)

Towards Multiple References Era - Addressing Data Leakage and Limited Reference Diversity in NLG Evaluation. - Xianfeng Zeng; Yijin Liu; Fandong Meng; Jie Zhou 016 (CoRR, 2023)

An Empirical Study of Catastrophic Forgetting in Large Language Models During Continual Fine-tuning. - Yun Luo; Zhen Yang; Fandong Meng; Yafu Li; Jie Zhou 016; Yue Zhang 004 (CoRR, 2023)

AgentVerse: Facilitating Multi-Agent Collaboration and Exploring Emergent Behaviors in Agents. - Weize Chen; Yusheng Su; Jingwei Zuo; Cheng Yang 002; Chenfei Yuan; Chen Qian; Chi-Min Chan; Yujia Qin; Yaxi Lu; Ruobing Xie; Zhiyuan Liu 001; Maosong Sun 001; et al. (CoRR, 2023)

Instruction Position Matters in Sequence Generation with Large Language Models. - Yijin Liu; Xianfeng Zeng; Fandong Meng; Jie Zhou 016 (CoRR, 2023)

Improving Translation Faithfulness of Large Language Models via Augmenting Instructions. - Yijie Chen; Yijin Liu; Fandong Meng; Yufeng Chen 005; Jinan Xu; Jie Zhou 016 (CoRR, 2023)

Universal Multi-modal Multi-domain Pre-trained Recommendation. - Wenqi Sun; Ruobing Xie; Shuqing Bian; Wayne Xin Zhao; Jie Zhou 016 (CoRR, 2023)

TEAL: Tokenize and Embed ALL for Multi-modal Large Language Models. - Zhen Yang; Yingxue Zhang 003; Fandong Meng; Jie Zhou 016 (CoRR, 2023)

RECALL: A Benchmark for LLMs Robustness against External Counterfactual Knowledge. - Yi Liu; Lianzhe Huang; Shicheng Li; Sishuo Chen; Hao Zhou 012; Fandong Meng; Jie Zhou 016; Xu Sun 001 (CoRR, 2023)

Eval-GCSC: A New Metric for Evaluating ChatGPT's Performance in Chinese Spelling Correction. - Kunting Li; Yong Hu; Shaolei Wang; Hanhan Ma; Liang He 003; Fandong Meng; Jie Zhou 016 (CoRR, 2023)

Enabling Large Language Models to Learn from Rules. - Wenkai Yang; Yankai Lin; Jie Zhou 016; Jirong Wen (CoRR, 2023)

When to Trust Aggregated Gradients: Addressing Negative Client Sampling in Federated Learning. - Wenkai Yang; Yankai Lin; Guangxiang Zhao; Peng Li 030; Jie Zhou 016; Xu Sun 001 (Trans. Mach. Learn. Res., 2023)

Parallel Training of Pre-Trained Models via Chunk-Based Dynamic Memory Management. - Jiarui Fang; Zilin Zhu; Shenggui Li; Hui Su; Yang Yu; Jie Zhou 016; Yang You 001 (IEEE Trans. Parallel Distributed Syst., 2023)

A Multi-Task Multi-Stage Transitional Training Framework for Neural Chat Translation. - Chulun Zhou; Yunlong Liang; Fandong Meng; Jie Zhou 016; Jinan Xu; Hongji Wang; Min Zhang 005; Jinsong Su (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

Multi-modal graph contrastive encoding for neural machine translation. - Yongjing Yin; Jiali Zeng; Jinsong Su; Chulun Zhou; Fandong Meng; Jie Zhou 016; Degen Huang; Jiebo Luo 001 (Artif. Intell., 2023)

Generative Multi-Modal Knowledge Retrieval with Large Language Models. - Xinwei Long; Jiali Zeng; Fandong Meng; Zhiyuan Ma 005; Kaiyan Zhang; Bowen Zhou 002; Jie Zhou 016 (AAAI, 2024)

Teaching Large Language Models to Translate with Comparison. - Jiali Zeng; Fandong Meng; Yongjing Yin; Jie Zhou 016 (AAAI, 2024)

Tree-of-Reasoning Question Decomposition for Complex Question Answering with Large Language Models. - Kun Zhang 041; Jiali Zeng; Fandong Meng; Yuanzhuo Wang; Shiqi Sun; Long Bai 002; Huawei Shen; Jie Zhou 016 (AAAI, 2024)

Comments as Natural Logic Pivots: Improve Code Generation via Comment Perspective. - Yijie Chen; Yijin Liu; Fandong Meng; Yufeng Chen 005; Jinan Xu; Jie Zhou 016 (ACL (Findings), 2024)

CSCD-NS: a Chinese Spelling Check Dataset for Native Speakers. - Yong Hu; Fandong Meng; Jie Zhou 016 (ACL (1), 2024)

Translatotron-V(ison): An End-to-End Model for In-Image Machine Translation. - Zhibin Lan; Liqiang Niu; Fandong Meng; Jie Zhou 016; Min Zhang 005; Jinsong Su (ACL (Findings), 2024)

Continual Learning with Semi-supervised Contrastive Distillation for Incremental Neural Machine Translation. - Yunlong Liang; Fandong Meng; Jiaan Wang; Jinan Xu; Yufeng Chen 005; Jie Zhou 016 (ACL (1), 2024)

BranchNorm: Robustly Scaling Extremely Deep Transformers. - Yijin Liu; Xianfeng Zeng; Fandong Meng; Jie Zhou 016 (ACL (Findings), 2024)

Instruction Position Matters in Sequence Generation with Large Language Models. - Yijin Liu; Xianfeng Zeng; Chenze Shao; Fandong Meng; Jie Zhou 016 (ACL (Findings), 2024)

Trust in Internal or External Knowledge? Generative Multi-Modal Entity Linking with Knowledge Retriever. - Xinwei Long; Jiali Zeng; Fandong Meng; Jie Zhou 016; Bowen Zhou 002 (ACL (Findings), 2024)

Tell Me More! Towards Implicit User Intention Understanding of Language Model Driven Agents. - Cheng Qian 008; Bingxiang He; Zhong Zhuang; Jia Deng; Yujia Qin; Xin Cong; Zhong Zhang; Jie Zhou 016; Yankai Lin; Zhiyuan Liu 001; Maosong Sun 001 (ACL (1), 2024)

Understanding and Addressing the Under-Translation Problem from the Perspective of Decoding Objective. - Chenze Shao; Fandong Meng; Jiali Zeng; Jie Zhou 016 (ACL (1), 2024)

LCS: A Language Converter Strategy for Zero-Shot Neural Machine Translation. - Zengkui Sun; Yijin Liu; Fandong Meng; Jinan Xu; Yufeng Chen 005; Jie Zhou 016 (ACL (Findings), 2024)

Outdated Issue Aware Decoding for Factual Knowledge Editing. - Zengkui Sun; Yijin Liu; Jiaan Wang; Fandong Meng; Jinan Xu; Yufeng Chen 005; Jie Zhou 016 (ACL (Findings), 2024)

Exploring Conditional Variational Mechanism to Pinyin Input Method for Addressing One-to-Many Mappings in Low-Resource Scenarios. - Bin Sun; Jianfeng Li; Hao Zhou 012; Fandong Meng; Kan Li; Jie Zhou 016 (ACL (Short Papers), 2024)

MAVEN-ARG: Completing the Puzzle of All-in-One Event Understanding Dataset with Event Argument Annotation. - Xiaozhi Wang; Hao Peng 015; Yong Guan; Kaisheng Zeng; Jianhui Chen; Lei Hou 001; Xu Han 007; Yankai Lin; Zhiyuan Liu 001; Ruobing Xie; Jie Zhou 016; Juanzi Li (ACL (1), 2024)

TasTe: Teaching Large Language Models to Translate through Self-Reflection. - Yutong Wang; Jiali Zeng; Xuebo Liu 002; Fandong Meng; Jie Zhou 016; Min Zhang 005 (ACL (1), 2024)

Fine-Grained Modeling of Narrative Context: A Coherence Perspective via Retrospective Questions. - Liyan Xu; Jiangnan Li; Mo Yu; Jie Zhou 016 (ACL (1), 2024)

Plot Retrieval as an Assessment of Abstract Semantic Association. - Shicheng Xu; Liang Pang; Jiangnan Li; Mo Yu; Fandong Meng; Huawei Shen; Xueqi Cheng; Jie Zhou 016 (ACL (Student Research Workshop), 2024)

Unsupervised Information Refinement Training of Large Language Models for Retrieval-Augmented Generation. - Shicheng Xu; Liang Pang; Mo Yu; Fandong Meng; Huawei Shen; Xueqi Cheng; Jie Zhou 016 (ACL (1), 2024)

Towards Multiple References Era - Addressing Data Leakage and Limited Reference Diversity in Machine Translation Evaluation. - Xianfeng Zeng; Yijin Liu; Fandong Meng; Jie Zhou 016 (ACL (Findings), 2024)

Improving Machine Translation with Large Language Models: A Preliminary Study with Cooperative Decoding. - Jiali Zeng; Fandong Meng; Yongjing Yin; Jie Zhou 016 (ACL (Findings), 2024)

UMTIT: Unifying Recognition, Translation, and Generation for Multimodal Text Image Translation. - Liqiang Niu; Fandong Meng; Jie Zhou 016 (LREC/COLING, 2024)

DC-MBR: Distributional Cooling for Minimum Bayesian Risk Decoding. - Jianhao Yan; Jin Xu; Fandong Meng; Jie Zhou 016; Yue Zhang 004 (LREC/COLING, 2024)

Enhancing Byzantine-Resistant Aggregations with Client Embedding. - Zhiyuan Zhang 001; Hao Zhou 012; Fandong Meng; Jie Zhou 016; Xu Sun 001 (EMNLP (Findings), 2024)

Controllable Preference Optimization: Toward Controllable Multi-Objective Alignment. - Yiju Guo; Ganqu Cui; Lifan Yuan; Ning Ding 002; Zexu Sun; Bowen Sun; Huimin Chen; Ruobing Xie; Jie Zhou 016; Yankai Lin; Zhiyuan Liu 001; Maosong Sun 001 (EMNLP, 2024)

On the token distance modeling ability of higher RoPE attention dimension. - Xiangyu Hong; Che Jiang; Biqing Qi; Fandong Meng; Mo Yu; Bowen Zhou 002; Jie Zhou 016 (EMNLP (Findings), 2024)

C-LLM: Learn to Check Chinese Spelling Errors Character by Character. - Kunting Li; Yong Hu; Liang He 003; Fandong Meng; Jie Zhou 016 (EMNLP, 2024)

Identifying Factual Inconsistencies in Summaries: Grounding LLM Inference via Task Taxonomy. - Liyan Xu; Zhenlin Su; Mo Yu; Jin Xu; Jinho D. Choi; Jie Zhou 016; Fei Liu 004 (EMNLP (Findings), 2024)

Multi-Level Cross-Modal Alignment for Speech Relation Extraction. - Liang Zhang; Zhen Yang; Biao Fu; Ziyao Lu; Liangying Shao; Shiyu Liu; Fandong Meng; Jie Zhou 016; Xiaoli Wang 002; Jinsong Su (EMNLP, 2024)

Enhancing Note-Level Singing Transcription Model with Unlabeled and Weakly Labeled Data. - Yao Qiu; Jinchao Zhang 001; Yong Shan; Jie Zhou 016 (ICASSP, 2024)

AgentVerse: Facilitating Multi-Agent Collaboration and Exploring Emergent Behaviors. - Weize Chen; Yusheng Su; Jingwei Zuo; Cheng Yang 002; Chenfei Yuan; Chi-Min Chan; Heyang Yu; Yaxi Lu; Yi-Hsin Hung; Chen Qian; Yujia Qin; Xin Cong; et al. (ICLR, 2024)

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; Lauren Hong; et al. (ICLR, 2024)

Towards Codable Watermarking for Injecting Multi-Bits Information to LLMs. - Lean Wang; Wenkai Yang; Deli Chen; Hao Zhou 012; Yankai Lin; Fandong Meng; Jie Zhou 016; Xu Sun 001 (ICLR, 2024)

Large Language Models Are Not Robust Multiple Choice Selectors. - Chujie Zheng; Hao Zhou 012; Fandong Meng; Jie Zhou 016; Minlie Huang (ICLR, 2024)

Language Generation with Strictly Proper Scoring Rules. - Chenze Shao; Fandong Meng; Yijin Liu; Jie Zhou 016 (ICML, 2024)

Few-Shot Character Understanding in Movies as an Assessment to Meta-Learning of Theory-of-Mind. - Mo Yu; Qiujing Wang; Shunchi Zhang; Yisi Sang; Kangsheng Pu; Zekai Wei; Han Wang; Liyan Xu; Jing Li; Yue Yu; Jie Zhou 016 (ICML, 2024)

Exploring the Benefit of Activation Sparsity in Pre-training. - Zhengyan Zhang; Chaojun Xiao; Qiujieli Qin; Yankai Lin; Zhiyuan Zeng; Xu Han 007; Zhiyuan Liu 001; Ruobing Xie; Maosong Sun 001; Jie Zhou 016 (ICML, 2024)

On Prompt-Driven Safeguarding for Large Language Models. - Chujie Zheng; Fan Yin; Hao Zhou 012; Fandong Meng; Jie Zhou 016; Kai-Wei Chang; Minlie Huang; Nanyun Peng 001 (ICML, 2024)

How Effectively Do Code Language Models Understand Poor-Readability Code? - Chao Hu; Yitian Chai; Hao Zhou 012; Fandong Meng; Jie Zhou 016; Xiaodong Gu 002 (ASE, 2024)

On Large Language Models' Hallucination with Regard to Known Facts. - Che Jiang; Biqing Qi; Xiangyu Hong; Dayuan Fu; Yang Cheng; Fandong Meng; Mo Yu; Bowen Zhou 002; Jie Zhou 016 (NAACL-HLT, 2024)

XAL: EXplainable Active Learning Makes Classifiers Better Low-resource Learners. - Yun Luo; Zhen Yang; Fandong Meng; Yingjie Li 008; Fang Guo; Qinglin Qi; Jie Zhou 016; Yue Zhang 004 (NAACL-HLT, 2024)

Watch Out for Your Agents! Investigating Backdoor Threats to LLM-Based Agents. - Wenkai Yang; Xiaohan Bi; Yankai Lin; Sishuo Chen; Jie Zhou 016; Xu Sun 001 (NeurIPS, 2024)

Prompt-Driven LLM Safeguarding via Directed Representation Optimization. - Chujie Zheng; Fan Yin; Hao Zhou 012; Fandong Meng; Jie Zhou 016; Kai-Wei Chang; Minlie Huang; Nanyun Peng 001 (CoRR, 2024)

Previously on the Stories: Recap Snippet Identification for Story Reading. - Jiangnan Li; Qiujing Wang; Liyan Xu; Wenjie Pang; Mo Yu; Zheng Lin 001; Weiping Wang 005; Jie Zhou 016 (CoRR, 2024)

Identifying Factual Inconsistency in Summaries: Towards Effective Utilization of Large Language Model. - Liyan Xu; Zhenlin Su; Mo Yu; Jin Xu; Jinho D. Choi; Jie Zhou 016; Fei Liu 004 (CoRR, 2024)

Graph Representation of Narrative Context: Coherence Dependency via Retrospective Questions. - Liyan Xu; Jiangnan Li; Mo Yu; Jie Zhou 016 (CoRR, 2024)

Controllable Preference Optimization: Toward Controllable Multi-Objective Alignment. - Yiju Guo; Ganqu Cui; Lifan Yuan; Ning Ding 002; Jiexin Wang; Huimin Chen; Bowen Sun; Ruobing Xie; Jie Zhou 016; Yankai Lin; Zhiyuan Liu 001; Maosong Sun 001 (CoRR, 2024)

MiniCPM: Unveiling the Potential of Small Language Models with Scalable Training Strategies. - Shengding Hu; Yuge Tu; Xu Han 007; Chaoqun He; Ganqu Cui; Xiang Long; Zhi Zheng; Yewei Fang; Yuxiang Huang; Weilin Zhao; Xinrong Zhang; Zhen Leng Thai; et al. (CoRR, 2024)

Accelerating Inference in Large Language Models with a Unified Layer Skipping Strategy. - Yijin Liu; Fandong Meng; Jie Zhou 016 (CoRR, 2024)

Rethinking Overlooked Aspects in Vision-Language Models. - Yuan Liu; Le Tian 004; Xiao Zhou 004; Jie Zhou 016 (CoRR, 2024)

Outdated Issue Aware Decoding for Reasoning Questions on Edited Knowledge. - Zengkui Sun; Yijin Liu; Jiaan Wang; Fandong Meng; Jinan Xu; Yufeng Chen 005; Jie Zhou 016 (CoRR, 2024)

Think out Loud: Emotion Deducing Explanation in Dialogues. - Jiangnan Li; Zheng Lin 001; Lanrui Wang; Qingyi Si; Yanan Cao 001; Mo Yu; Peng Fu 008; Weiping Wang 005; Jie Zhou 016 (CoRR, 2024)

Mobius: A High Efficient Spatial-Temporal Parallel Training Paradigm for Text-to-Video Generation Task. - Yiran Yang; Jinchao Zhang 001; Ying Deng; Jie Zhou 016 (CoRR, 2024)

Patch-Level Training for Large Language Models. - Chenze Shao; Fandong Meng; Jie Zhou 016 (CoRR, 2024)

Beyond Binary Gender: Evaluating Gender-Inclusive Machine Translation with Ambiguous Attitude Words. - Yijie Chen; Yijin Liu; Fandong Meng; Jinan Xu; Yufeng Chen 005; Jie Zhou 016 (CoRR, 2024)

MiniCPM-V: A GPT-4V Level MLLM on Your Phone. - Yuan Yao 013; Tianyu Yu 002; Ao Zhang; Chongyi Wang; Junbo Cui; Hongji Zhu; Tianchi Cai; Haoyu Li; Weilin Zhao; Zhihui He; Qianyu Chen; Huarong Zhou; et al. (CoRR, 2024)

MedDiT: A Knowledge-Controlled Diffusion Transformer Framework for Dynamic Medical Image Generation in Virtual Simulated Patient. - Yanzeng Li; Cheng Zeng; Jinchao Zhang 001; Jie Zhou 016; Lei Zou 001 (CoRR, 2024)

POINTS: Improving Your Vision-language Model with Affordable Strategies. - Yuan Liu; Zhongyin Zhao; Ziyuan Zhuang; Le Tian 004; Xiao Zhou 004; Jie Zhou 016 (CoRR, 2024)

MaskMamba: A Hybrid Mamba-Transformer Model for Masked Image Generation. - Wenchao Chen; Liqiang Niu; Ziyao Lu; Fandong Meng; Jie Zhou 016 (CoRR, 2024)

AVG-LLaVA: A Large Multimodal Model with Adaptive Visual Granularity. - Zhibin Lan; Liqiang Niu; Fandong Meng; Wenbo Li; Jie Zhou 016; Jinsong Su (CoRR, 2024)

DecorateLM: Data Engineering through Corpus Rating, Tagging, and Editing with Language Models. - Ranchi Zhao; Zhen Leng Thai; Yifan Zhang; Shengding Hu; Yunqi Ba; Jie Zhou 016; Jie Cai; Zhiyuan Liu 001; Maosong Sun 001 (CoRR, 2024)

MiniPLM: Knowledge Distillation for Pre-Training Language Models. - Yuxian Gu; Hao Zhou 012; Fandong Meng; Jie Zhou 016; Minlie Huang (CoRR, 2024)

CRAT: A Multi-Agent Framework for Causality-Enhanced Reflective and Retrieval-Augmented Translation with Large Language Models. - Meiqi Chen 001; Fandong Meng; Yingxue Zhang 003; Yan Zhang 004; Jie Zhou 016 (CoRR, 2024)

Extralonger: Toward a Unified Perspective of Spatial-Temporal Factors for Extra-Long-Term Traffic Forecasting. - Zhiwei Zhang; Shaojun E; Fandong Meng; Jie Zhou 016; Wenjuan Han (CoRR, 2024)

Densing Law of LLMs. - Chaojun Xiao; Jie Cai; Weilin Zhao; Guoyang Zeng; Biyuan Lin; Jie Zhou 016; Zhi Zheng; Xu Han 007; Zhiyuan Liu 001; Maosong Sun 001 (CoRR, 2024)

Retrieval-Augmented Machine Translation with Unstructured Knowledge. - Jiaan Wang; Fandong Meng; Yingxue Zhang 003; Jie Zhou 016 (CoRR, 2024)

VSD2M: A Large-scale Vision-language Sticker Dataset for Multi-frame Animated Sticker Generation. - Zhiqiang Yuan; Jiapei Zhang; Ying Deng; Yeshuang Zhu; Jie Zhou 016; Jinchao Zhang 001 (CoRR, 2024)

POINTS1.5: Building a Vision-Language Model towards Real World Applications. - Yuan Liu; Le Tian 004; Xiao Zhou 004; Xinyu Gao; Kavio Yu; Yang Yu; Jie Zhou 016 (CoRR, 2024)

DRT-o1: Optimized Deep Reasoning Translation via Long Chain-of-Thought. - Jiaan Wang; Fandong Meng; Yunlong Liang; Jie Zhou 016 (CoRR, 2024)

WalkVLM:Aid Visually Impaired People Walking by Vision Language Model. - Zhiqiang Yuan; Ting Zhang; Jiapei Zhang; Jie Zhou 016; Jinchao Zhang 001 (CoRR, 2024)

Hyperbolic Pre-Trained Language Model. - Weize Chen; Xu Han 007; Yankai Lin; Kaichen He; Ruobing Xie; Jie Zhou 016; Zhiyuan Liu 001; Maosong Sun 001 (IEEE ACM Trans. Audio Speech Lang. Process., 2024)

Exploring Universal Intrinsic Task Subspace for Few-Shot Learning via Prompt Tuning. - Yujia Qin; Xiaozhi Wang; Yusheng Su; Yankai Lin; Ning Ding 002; Jing Yi; Weize Chen; Zhiyuan Liu 001; Juanzi Li; Lei Hou 001; Peng Li 030; Maosong Sun 001; et al. (IEEE ACM Trans. Audio Speech Lang. Process., 2024)

Overview of the Tenth Dialog System Technology Challenge: DSTC10. - Koichiro Yoshino; Yun-Nung Chen; Paul A. Crook; Satwik Kottur; Jinchao Li; Behnam Hedayatnia; Seungwhan Moon; Zhengcong Fei; Zekang Li; Jinchao Zhang 001; Yang Feng 004; Jie Zhou 016; et al. (IEEE ACM Trans. Audio Speech Lang. Process., 2024)

Complex Question Enhanced Transfer Learning for Zero-Shot Joint Information Extraction. - Ying Zhang; Fandong Meng; Yufeng Chen 005; Jinan Xu; Jie Zhou 016 (IEEE ACM Trans. Audio Speech Lang. Process., 2024)

Decentralized Decoupled Training for Federated Long-Tailed Learning. - Wenkai Yang; Deli Chen; Hao Zhou 012; Fandong Meng; Jie Zhou 016; Xu Sun 001 (Trans. Mach. Learn. Res., 2024)

Triple Sequence Learning for Cross-domain Recommendation. - Haokai Ma; Ruobing Xie; Lei Meng 001; Xin Chen 091; Xu Zhang 028; Leyu Lin; Jie Zhou 016 (ACM Trans. Inf. Syst., 2024)

Enhancing Cross-Tokenizer Knowledge Distillation with Contextual Dynamical Mapping. - Yijie Chen; Yijin Liu; Fandong Meng; Yufeng Chen 005; Jinan Xu; Jie Zhou 016 (ACL (Findings), 2025)

APB: Accelerating Distributed Long-Context Inference by Passing Compressed Context Blocks across GPUs. - Yuxiang Huang; Mingye Li; Xu Han 007; Chaojun Xiao; Weilin Zhao; Sun Ao; Hao Zhou 012; Jie Zhou 016; Zhiyuan Liu 001; Maosong Sun 001 (ACL (1), 2025)

AVG-LLaVA: An Efficient Large Multimodal Model with Adaptive Visual Granularity. - Zhibin Lan; Liqiang Niu; Fandong Meng; Wenbo Li; Jie Zhou 016; Jinsong Su (ACL (Findings), 2025)

PunchBench: Benchmarking MLLMs in Multimodal Punchline Comprehension. - Kun Ouyang; Yuanxin Liu; Shicheng Li; Yi Liu; Hao Zhou 012; Fandong Meng; Jie Zhou 016; Xu Sun 001 (ACL (1), 2025)

LongDPO: Unlock Better Long-form Generation Abilities for LLMs via Critique-augmented Stepwise Information. - Bowen Ping; Jiali Zeng; Fandong Meng; Shuo Wang 013; Jie Zhou 016; Shanghang Zhang (ACL (Findings), 2025)

A Law Reasoning Benchmark for LLM with Tree-Organized Structures including Factum Probandum, Evidence and Experiences. - Jiaxin Shen; Jinan Xu; Huiqi Hu; Luyi Lin; Guoyang Ma; Fei Zheng; Fandong Meng; Jie Zhou 016; Wenjuan Han (ACL (Findings), 2025)

DRT: Deep Reasoning Translation via Long Chain-of-Thought. - Jiaan Wang; Fandong Meng; Yunlong Liang; Jie Zhou 016 (ACL (Findings), 2025)

An Empirical Study of Many-to-Many Summarization with Large Language Models. - Jiaan Wang; Fandong Meng; Zengkui Sun; Yunlong Liang; Yuxuan Cao; Jiarong Xu; Haoxiang Shi; Jie Zhou 016 (ACL (1), 2025)

Less, but Better: Efficient Multilingual Expansion for LLMs via Layer-wise Mixture-of-Experts. - Xue Zhang; Yunlong Liang; Fandong Meng; Songming Zhang 001; Yufeng Chen 005; Jinan Xu; Jie Zhou 016 (ACL (1), 2025)

FR-Spec: Accelerating Large-Vocabulary Language Models via Frequency-Ranked Speculative Sampling. - Weilin Zhao; Tengyu Pan; Xu Han 007; Yudi Zhang; Sun Ao; Yuxiang Huang; Kaihuo Zhang; Weilun Zhao; Yuxuan Li; Jie Zhou 016; Hao Zhou 012; Jianyong Wang 001; et al. (ACL (1), 2025)

The Essence of Contextual Understanding in Theory of Mind: A Study on Question Answering with Story Characters. - Chulun Zhou; Qiujing Wang; Mo Yu; Xiaoqian Yue; Rui Lu; Jiangnan Li; Yifan Zhou; Shunchi Zhang; Jie Zhou 016; Wai Lam (ACL (1), 2025)

Multilingual Knowledge Editing with Language-Agnostic Factual Neurons. - Xue Zhang; Yunlong Liang; Fandong Meng; Songming Zhang 001; Yufeng Chen 005; Jinan Xu; Jie Zhou 016 (COLING, 2025)

Secret Lies in Color: Enhancing AI-Generated Images Detection with Color Distribution Analysis. - Zexi Jia; Chuanwei Huang; Yeshuang Zhu; Hongyan Fei; Xiaoyue Duan; Zhiqiang Yuan; Ying Deng; Jiapei Zhang; Jinchao Zhang 001; Jie Zhou 016 (CVPR, 2025)

Semantic to Structure: Learning Structural Representations for Infringement Detection. - Chuanwei Huang; Zexi Jia; Hongyan Fei; Yeshuang Zhu; Zhiqiang Yuan; Jinchao Zhang 001; Jie Zhou 016 (ICASSP, 2025)

ILDiff: Generate Transparent Animated Stickers by Implicit Layout Distillation. - Ting Zhang; Zhiqiang Yuan; Yeshuang Zhu; Jie Zhou 016; Jinchao Zhang 001 (ICASSP, 2025)

DelTA: An Online Document-Level Translation Agent Based on Multi-Level Memory. - Yutong Wang; Jiali Zeng; Xuebo Liu 002; Derek F. Wong; Fandong Meng; Jie Zhou 016; Min Zhang 005 (ICLR, 2025)

Personalized Language Model Learning on Text Data Without User Identifiers. - Yucheng Ding; Yangwenjian Tan; Xiangyu Liu; Chaoyue Niu; Fandong Meng; Jie Zhou 016; Ning Liu; Fan Wu 006; Guihai Chen (KDD (1), 2025)

Understanding LLMs' Fluid Intelligence Deficiency: An Analysis of the ARC Task. - Junjie Wu 007; Mo Yu; Lemao Liu; Dit-Yan Yeung; Jie Zhou 016 (NAACL (Long Papers), 2025)

The Stochastic Parrot on LLM's Shoulder: A Summative Assessment of Physical Concept Understanding. - Mo Yu; Lemao Liu; Junjie Wu 007; Tsz Ting Chung; Shunchi Zhang; Jiangnan Li; Dit-Yan Yeung; Jie Zhou 016 (NAACL (Long Papers), 2025)

Bridging the reality gap: A benchmark for physical reasoning in general world models with various physical phenomena beyond mechanics. - Pengyu Zhao; Jinan Xu; Ning Cheng; Huiqi Hu; Xue Zhang; Xiuwen Xu; Zijian Jin; Fandong Meng; Jie Zhou 016; Wenjuan Han (Expert Syst. Appl., 2025)

Touch100k: A large-scale touch-language-vision dataset for touch-centric multimodal representation. - Ning Cheng; Jinan Xu; Changhao Guan; Jing Gao; Weihao Wang; You Li; Fandong Meng; Jie Zhou 016; Bin Fang; Wenjuan Han (Inf. Fusion, 2025)

A Survey on the Honesty of Large Language Models. - Siheng Li; Cheng Yang 002; Taiqiang Wu; Chufan Shi; Yuji Zhang 002; Xinyu Zhu; Zesen Cheng; Deng Cai 002; Mo Yu; Lemao Liu; Jie Zhou 016; Yujiu Yang; et al. (Trans. Mach. Learn. Res., 2025)

DeepRAG: Thinking to Retrieval Step by Step for Large Language Models. - Xinyan Guan; Jiali Zeng; Fandong Meng; Chunlei Xin; Yaojie Lu 001; Hongyu Lin; Xianpei Han; Le Sun 001; Jie Zhou 016 (CoRR, 2025)

Control-CLIP: Decoupling Category and Style Guidance in CLIP for Specific-Domain Generation. - Zexi Jia; Chuanwei Huang; Hongyan Fei; Yeshuang Zhu; Zhiqiang Yuan; Jinchao Zhang 001; Jie Zhou 016 (CoRR, 2025)

Warmup-Distill: Bridge the Distribution Mismatch between Teacher and Student before Knowledge Distillation. - Zengkui Sun; Yijin Liu; Fandong Meng; Yufeng Chen 005; Jinan Xu; Jie Zhou 016 (CoRR, 2025)

Exploiting Prefix-Tree in Structured Output Interfaces for Enhancing Jailbreak Attacking. - Yanzeng Li; Yunfan Xiong; Jialun Zhong; Jinchao Zhang 001; Jie Zhou 016; Lei Zou 001 (CoRR, 2025)

DBudgetKV: Dynamic Budget in KV Cache Compression for Ensuring Optimal Performance. - Xuanfan Ni; Liyan Xu; Chenyang Lyu; Longyue Wang; Mo Yu; Lemao Liu; Fandong Meng; Jie Zhou 016; Piji Li (CoRR, 2025)

LLaVE: Large Language and Vision Embedding Models with Hardness-Weighted Contrastive Learning. - Zhibin Lan; Liqiang Niu; Fandong Meng; Jie Zhou 016; Jinsong Su (CoRR, 2025)

D2C: Unlocking the Potential of Continuous Autoregressive Image Generation with Discrete Tokens. - Panpan Wang; Liqiang Niu; Fandong Meng; Jinan Xu; Yufeng Chen 005; Jie Zhou 016 (CoRR, 2025)

RDTF: Resource-efficient Dual-mask Training Framework for Multi-frame Animated Sticker Generation. - Zhiqiang Yuan; Ting Zhang; Ying Deng; Jiapei Zhang; Yeshuang Zhu; Zexi Jia; Jie Zhou 016; Jinchao Zhang 001 (CoRR, 2025)

Thoroughly Modeling Multi-domain Pre-trained Recommendation as Language. - Zekai Qu; Ruobing Xie; Chaojun Xiao; Yuan Yao 013; Zhiyuan Liu 001; Fengzong Lian; Zhanhui Kang; Jie Zhou 016 (ACM Trans. Inf. Syst., 2025)

Deep Reasoning Translation via Reinforcement Learning. - Jiaan Wang; Fandong Meng; Jie Zhou 016 (CoRR, 2025)

A Dual-Space Framework for General Knowledge Distillation of Large Language Models. - Xuejie Zhang 002; Songming Zhang 001; Yunlong Liang; Fandong Meng; Yufeng Chen 005; Jinan Xu; Jie Zhou 016 (CoRR, 2025)

Ultra-FineWeb: Efficient Data Filtering and Verification for High-Quality LLM Training Data. - Yudong Wang; Zixuan Fu; Jie Cai; Peijun Tang; Hongya Lyu; Yewei Fang; Zhi Zheng; Jie Zhou 016; Guoyang Zeng; Chaojun Xiao; Xu Han 007; Zhiyuan Liu 001 (CoRR, 2025)

Continuous Visual Autoregressive Generation via Score Maximization. - Chenze Shao; Fandong Meng; Jie Zhou 016 (CoRR, 2025)

ExTrans: Multilingual Deep Reasoning Translation via Exemplar-Enhanced Reinforcement Learning. - Jiaan Wang; Fandong Meng; Jie Zhou 016 (CoRR, 2025)

Efficient Speech Language Modeling via Energy Distance in Continuous Latent Space. - Zhengrui Ma; Yang Feng 004; Chenze Shao; Fandong Meng; Jie Zhou 016; Min Zhang 005 (CoRR, 2025)

SlangDIT: Benchmarking LLMs in Interpretative Slang Translation. - Yunlong Liang; Fandong Meng; Jiaan Wang; Jie Zhou 016 (CoRR, 2025)

RewardAnything: Generalizable Principle-Following Reward Models. - Zhuohao Yu 001; Jiali Zeng; Weizheng Gu; Yidong Wang; Jindong Wang 001; Fandong Meng; Jie Zhou 016; Yue Zhang 004; Shikun Zhang; Wei Ye 004 (CoRR, 2025)

Dissecting Long Reasoning Models: An Empirical Study. - Yongyu Mu; Jiali Zeng; Bei Li; Xinyan Guan; Fandong Meng; Jie Zhou 016; Tong Xiao; Jingbo Zhu (CoRR, 2025)

MiniCPM4: Ultra-Efficient LLMs on End Devices. - Chaojun Xiao; Yuxuan Li; Xu Han 007; Yuzhuo Bai; Jie Cai; Haotian Chen; Wentong Chen; Xin Cong; Ganqu Cui; Ning Ding 002; Shengda Fan; Yewei Fang; et al. (CoRR, 2025)

Dense Retrievers Can Fail on Simple Queries: Revealing The Granularity Dilemma of Embeddings. - Liyan Xu; Zhenlin Su; Mo Yu; Jiangnan Li; Fandong Meng; Jie Zhou 016 (CoRR, 2025)

LaCo: Efficient Layer-wise Compression of Visual Tokens for Multimodal Large Language Models. - Juntao Liu; Liqiang Niu; Wenchao Chen; Jie Zhou 016; Fandong Meng (CoRR, 2025)

A Visual Leap in CLIP Compositionality Reasoning through Generation of Counterfactual Sets. - Zexi Jia; Chuanwei Huang; Hongyan Fei; Yeshuang Zhu; Zhiqiang Yuan; Ying Deng; Jiapei Zhang; Jinchao Zhang 001; Jie Zhou 016 (CoRR, 2025)

From Imitation to Innovation: The Emergence of AI Unique Artistic Styles and the Challenge of Copyright Protection. - Zexi Jia; Chuanwei Huang; Yeshuang Zhu; Hongyan Fei; Ying Deng; Zhiqiang Yuan; Jiapei Zhang; Jinchao Zhang 001; Jie Zhou 016 (CoRR, 2025)

SitEmb-v1.5: Improved Context-Aware Dense Retrieval for Semantic Association and Long Story Comprehension. - Junjie Wu 007; Jiangnan Li; Yuqing Li; Lemao Liu; Liyan Xu; Jiwei Li; Dit-Yan Yeung; Jie Zhou 016; Mo Yu (CoRR, 2025)

PRELUDE: A Benchmark Designed to Require Global Comprehension and Reasoning over Long Contexts. - Mo Yu; Tsz Ting Chung; Chulun Zhou; Tong Li; Rui Lu; Jiangnan Li; Liyan Xu; Haoshu Lu; Ning Zhang; Jing Li; Jie Zhou 016 (CoRR, 2025)