Neural Word Segmentation Learning for Chinese. - Deng Cai 002; Hai Zhao 001 (ACL (1), 2016)

Fast and Accurate Neural Word Segmentation for Chinese. - Deng Cai 002; Hai Zhao 001; Zhisong Zhang; Yuan Xin; Yongjian Wu 001; Feiyue Huang (ACL (2), 2017)

Pair-Aware Neural Sentence Modeling for Implicit Discourse Relation Classification. - Deng Cai 002; Hai Zhao 001 (IEA/AIE (2), 2017)

A Hybrid Model for Chinese Spelling Check. - Hai Zhao 001; Deng Cai 002; Yang Xin 005; Yuzhu Wang; Zhongye Jia (ACM Trans. Asian Low Resour. Lang. Inf. Process., 2017)

Translating Math Word Problem to Expression Tree. - Lei Wang 185; Yan Wang 060; Deng Cai 002; Dongxiang Zhang; Xiaojiang Liu (EMNLP, 2018)

Language Style Transfer from Sentences with Arbitrary Unknown Styles. - Yanpeng Zhao; Wei Bi; Deng Cai 002; Xiaojiang Liu; Kewei Tu; Shuming Shi 001 (CoRR, 2018)

Skeleton-to-Response: Dialogue Generation Guided by Retrieval Memory. - Deng Cai 002; Yan Wang 060; Victoria Bi; Zhaopeng Tu; Xiaojiang Liu; Wai Lam; Shuming Shi 001 (CoRR, 2018)

Translating a Math Word Problem to an Expression Tree. - Lei Wang 185; Yan Wang 060; Deng Cai 002; Dongxiang Zhang; Xiaojiang Liu (CoRR, 2018)

Unsupervised Learning Helps Supervised Neural Word Segmentation. - Xiaobin Wang; Deng Cai 002; Linlin Li 001; Guangwei Xu; Hai Zhao 001; Luo Si (AAAI, 2019)

Core Semantic First: A Top-down Approach for AMR Parsing. - Deng Cai 002; Wai Lam (EMNLP/IJCNLP (1), 2019)

Retrieval-guided Dialogue Response Generation via a Matching-to-Generation Framework. - Deng Cai 002; Yan Wang 060; Wei Bi; Zhaopeng Tu; Xiaojiang Liu; Shuming Shi 001 (EMNLP/IJCNLP (1), 2019)

Charge-Based Prison Term Prediction with Deep Gating Network. - Huajie Chen; Deng Cai 002; Wei Dai; Zehui Dai; Yadong Ding (EMNLP/IJCNLP (1), 2019)

Skeleton-to-Response: Dialogue Generation Guided by Retrieval Memory. - Deng Cai 002; Yan Wang 060; Wei Bi; Zhaopeng Tu; Xiaojiang Liu; Wai Lam; Shuming Shi 001 (NAACL-HLT (1), 2019)

Chinese Word Segmentation: Another Decade Review (2007-2017). - Hai Zhao 001; Deng Cai 002; Changning Huang; Chunyu Kit (CoRR, 2019)

Graph Transformer for Graph-to-Sequence Learning. - Deng Cai 002; Wai Lam (AAAI, 2020)

AMR Parsing via Graph-Sequence Iterative Inference. - Deng Cai 002; Wai Lam (ACL, 2020)

The World is Not Binary: Learning to Rank with Grayscale Data for Dialogue Response Selection. - Zibo Lin; Deng Cai 002; Yan Wang 060; Xiaojiang Liu; Haitao Zheng 002; Shuming Shi 001 (EMNLP (1), 2020)

Describe What to Change: A Text-guided Unsupervised Image-to-image Translation Approach. - Yahui Liu; Marco De Nadai; Deng Cai 002; Huayang Li; Xavier Alameda-Pineda; Nicu Sebe; Bruno Lepri (ACM Multimedia, 2020)

Stylistic Dialogue Generation via Information-Guided Reinforcement Learning Strategy. - Yixuan Su; Deng Cai 002; Yan Wang 060; Simon Baker; Anna Korhonen; Nigel Collier; Xiaojiang Liu (CoRR, 2020)

Prototype-to-Style: Dialogue Generation with Style-Aware Editing on Retrieval Memory. - Yixuan Su; Yan Wang 060; Simon Baker; Deng Cai 002; Xiaojiang Liu; Anna Korhonen; Nigel Collier (CoRR, 2020)

Grayscale Data Construction and Multi-Level Ranking Objective for Dialogue Response Selection. - Zibo Lin; Deng Cai 002; Yan Wang 060; Xiaojiang Liu; Hai-Tao Zheng 002; Shuming Shi 001 (CoRR, 2020)

Interpretable Real-Time Win Prediction for Honor of Kings, a Popular Mobile MOBA Esport. - Zelong Yang 002; Zhufeng Pan; Yan Wang 060; Deng Cai 002; Shuming Shi 001; Shao-Lun Huang; Xiaojiang Liu (CoRR, 2020)

Narrative Incoherence Detection. - Deng Cai 002; Yizhe Zhang 002; Yichen Huang; Wai Lam; Bill Dolan (CoRR, 2020)

Neural Machine Translation With Noisy Lexical Constraints. - Huayang Li; Guoping Huang; Deng Cai 002; Lemao Liu (IEEE ACM Trans. Audio Speech Lang. Process., 2020)

Neural Machine Translation with Monolingual Translation Memory. - Deng Cai 002; Yan Wang 060; Huayang Li; Wai Lam; Lemao Liu (ACL/IJCNLP (1), 2021)

Dialogue Response Selection with Hierarchical Curriculum Learning. - Yixuan Su; Deng Cai 002; Qingyu Zhou; Zibo Lin; Simon Baker; Yunbo Cao; Shuming Shi 001; Nigel Collier; Yan Wang 060 (ACL/IJCNLP (1), 2021)

Assessing Dialogue Systems with Distribution Distances. - Jiannan Xiang; Yahui Liu; Deng Cai 002; Huayang Li; Defu Lian; Lemao Liu (ACL/IJCNLP (Findings), 2021)

Dynamic Semantic Graph Construction and Reasoning for Explainable Multi-hop Science Question Answering. - Weiwen Xu; Huihui Zhang; Deng Cai 002; Wai Lam (ACL/IJCNLP (Findings), 2021)

Non-Autoregressive Text Generation with Pre-trained Language Models. - Yixuan Su; Deng Cai 002; Yan Wang 060; David Vandyke; Simon Baker; Piji Li; Nigel Collier (EACL, 2021)

Multilingual AMR Parsing with Noisy Knowledge Distillation. - Deng Cai 002; Xin Li 056; Jackie Chun-Sing Ho; Lidong Bing; Wai Lam (EMNLP (Findings), 2021)

Exploiting Reasoning Chains for Multi-hop Science Question Answering. - Weiwen Xu; Yang Deng 002; Huihui Zhang; Deng Cai 002; Wai Lam (EMNLP (Findings), 2021)

ASR-GLUE: A New Multi-task Benchmark for ASR-Robust Natural Language Understanding. - Lingyun Feng; Jianwei Yu 001; Deng Cai 002; Songxiang Liu; Haitao Zheng 002; Yan Wang 060 (CoRR, 2021)

PROTOTYPE-TO-STYLE: Dialogue Generation With Style-Aware Editing on Retrieval Memory. - Yixuan Su; Yan Wang 060; Deng Cai 002; Simon Baker; Anna Korhonen; Nigel Collier (IEEE ACM Trans. Audio Speech Lang. Process., 2021)

Multi-Task Pre-Training for Plug-and-Play Task-Oriented Dialogue System. - Yixuan Su; Lei Shu 004; Elman Mansimov; Arshit Gupta; Deng Cai 002; Yi-An Lai; Yi Zhang (ACL (1), 2022)

Retrofitting Multilingual Sentence Embeddings with Abstract Meaning Representation. - Deng Cai 002; Xin Li 056; Jackie Chun-Sing Ho; Lidong Bing; Wai Lam (EMNLP, 2022)

Residual Learning of Neural Text Generation with n-gram Language Model. - Huayang Li; Deng Cai 002; Jin Xu 010; Taro Watanabe (EMNLP (Findings), 2022)

Linearizing Transformer with Key-Value Memory. - Yizhe Zhang 002; Deng Cai 002 (EMNLP, 2022)

Automatic Prosody Annotation with Pre-Trained Text-Speech Model. - Ziqian Dai; Jianwei Yu 001; Yan Wang 060; Nuo Chen 001; Yanyao Bian; Guangzhi Li; Deng Cai 002; Dong Yu 001 (INTERSPEECH, 2022)

ASR-Robust Natural Language Understanding on ASR-GLUE dataset. - Lingyun Feng; Jianwei Yu 001; Yan Wang 060; Songxiang Liu; Deng Cai 002; Haitao Zheng 002 (INTERSPEECH, 2022)

Measuring and Reducing Model Update Regression in Structured Prediction for NLP. - Deng Cai 002; Elman Mansimov; Yi-An Lai; Yixuan Su; Lei Shu 004; Yi Zhang (NeurIPS, 2022)

Learning to Break the Loop: Analyzing and Mitigating Repetitions for Neural Text Generation. - Jin Xu 010; Xiaojiang Liu; Jianhao Yan; Deng Cai 002; Huayang Li; Jian Li 015 (NeurIPS, 2022)

Recent Advances in Retrieval-Augmented Text Generation. - Deng Cai 002; Yan Wang 060; Lemao Liu; Shuming Shi 001 (SIGIR, 2022)

A Survey on Retrieval-Augmented Text Generation. - Huayang Li; Yixuan Su; Deng Cai 002; Yan Wang 060; Lemao Liu (CoRR, 2022)

Linearizing Transformer with Key-Value Memory Bank. - Yizhe Zhang 002; Deng Cai 002 (CoRR, 2022)

What would Harry say? Building Dialogue Agents for Characters in a Story. - Nuo Chen 001; Yan Wang 060; Haiyun Jiang; Deng Cai 002; Ziyang Chen; Jia Li 009 (CoRR, 2022)

Interpretable Real-Time Win Prediction for Honor of Kings - A Popular Mobile MOBA Esport. - Zelong Yang 002; Zhufeng Pan; Yan Wang 060; Deng Cai 002; Shuming Shi 001; Shao-Lun Huang; Wei Bi; Xiaojiang Liu (IEEE Trans. Games, 2022)

Effidit: An Assistant for Improving Writing Efficiency. - Shuming Shi 001; Enbo Zhao; Wei Bi; Deng Cai 002; Leyang Cui; Xinting Huang; Haiyun Jiang; Duyu Tang; Kaiqiang Song; Longyue Wang; Chenyan Huang; Guoping Huang; et al. (ACL (demo), 2023)

Large Language Models Meet Harry Potter: A Dataset for Aligning Dialogue Agents with Characters. - Nuo Chen 001; Yan Wang 060; Haiyun Jiang; Deng Cai 002; Yuhan Li 001; Ziyang Chen; Longyue Wang; Jia Li 009 (EMNLP (Findings), 2023)

Specialist or Generalist? Instruction Tuning for Specific NLP Tasks. - Chufan Shi; Yixuan Su; Cheng Yang 002; Yujiu Yang; Deng Cai 002 (EMNLP, 2023)

Copy is All You Need. - Tian Lan 003; Deng Cai 002; Yan Wang 060; Heyan Huang; Xian-Ling Mao (ICLR, 2023)

Repetition In Repetition Out: Towards Understanding Neural Text Degeneration from the Data Perspective. - Huayang Li; Tian Lan 003; Zihao Fu; Deng Cai 002; Lemao Liu; Nigel Collier; Taro Watanabe; Yixuan Su (NeurIPS, 2023)

Multi-Task Instruction Tuning of LLaMa for Specific Scenarios: A Preliminary Study on Writing Assistance. - Yue Zhang 004; Leyang Cui; Deng Cai 002; Xinting Huang; Tao Fang; Wei Bi (CoRR, 2023)

PandaGPT: One Model To Instruction-Follow Them All. - Yixuan Su; Tian Lan 003; Huayang Li; Jialu Xu; Yan Wang 060; Deng Cai 002 (CoRR, 2023)

Disco-Bench: A Discourse-Aware Evaluation Benchmark for Language Modelling. - Longyue Wang; Zefeng Du; Donghuai Liu; Deng Cai 002; Dian Yu 001; Haiyun Jiang; Yan Wang 060; Leyang Cui; Shuming Shi 001; Zhaopeng Tu (CoRR, 2023)

Siren's Song in the AI Ocean: A Survey on Hallucination in Large Language Models. - Yue Zhang 004; Yafu Li; Leyang Cui; Deng Cai 002; Lemao Liu; Tingchen Fu; Xinting Huang; Enbo Zhao; Yu Zhang 092; Yulong Chen 001; Longyue Wang; Anh Tuan Luu; et al. (CoRR, 2023)

WatME: Towards Lossless Watermarking Through Lexical Redundancy. - Liang Chen 001; Yatao Bian; Yang Deng 002; Deng Cai 002; Shuaiyi Li; Peilin Zhao; Kam-Fai Wong (ACL (1), 2024)

Disperse-Then-Merge: Pushing the Limits of Instruction Tuning via Alignment Tax Reduction. - Tingchen Fu; Deng Cai 002; Lemao Liu; Shuming Shi 001; Rui Yan 001 (ACL (Findings), 2024)

TextBind: Multi-turn Interleaved Multimodal Instruction-following in the Wild. - Huayang Li; Siheng Li; Deng Cai 002; Longyue Wang; Lemao Liu; Taro Watanabe; Yujiu Yang; Shuming Shi 001 (ACL (Findings), 2024)

Reasons to Reject? Aligning Language Models with Judgments. - Weiwen Xu; Deng Cai 002; Zhisong Zhang; Wai Lam; Shuming Shi 001 (ACL (Findings), 2024)

A Frustratingly Simple Decoding Method for Neural Text Generation. - Haoran Yang; Deng Cai 002; Huayang Li; Wei Bi; Wai Lam; Shuming Shi 001 (LREC/COLING, 2024)

Not All Preference Pairs Are Created Equal: A Recipe for Annotation-Efficient Iterative Preference Learning. - Sen Yang 005; Leyang Cui; Deng Cai 002; Xinting Huang; Shuming Shi 001; Wai Lam (EMNLP (Findings), 2024)

Consecutive Batch Model Editing with HooK Layers. - Shuaiyi Li; Yang Deng 002; Deng Cai 002; Hongyuan Lu; Liang Chen 001; Wai Lam (EMNLP, 2024)

Cross-lingual Contextualized Phrase Retrieval. - Huayang Li; Deng Cai 002; Zhi Qu 001; Qu Cui; Hidetaka Kamigaito; Lemao Liu; Taro Watanabe (EMNLP (Findings), 2024)

A Thorough Examination of Decoding Methods in the Era of LLMs. - Chufan Shi; Haoran Yang; Deng Cai 002; Zhisong Zhang; Yifan Wang; Yujiu Yang; Wai Lam (EMNLP, 2024)

Retrieval is Accurate Generation. - Bowen Cao; Deng Cai 002; Leyang Cui; Xuxin Cheng; Wei Bi; Yuexian Zou; Shuming Shi 001 (ICLR, 2024)

The Reasonableness Behind Unreasonable Translation Capability of Large Language Model. - Tingchen Fu; Lemao Liu; Deng Cai 002; Guoping Huang; Shuming Shi 001; Rui Yan 001 (ICLR, 2024)

Knowledge Fusion of Large Language Models. - Fanqi Wan; Xinting Huang; Deng Cai 002; Xiaojun Quan; Wei Bi; Shuming Shi 001 (ICLR, 2024)

GPT4Video: A Unified Multimodal Large Language Model for lnstruction-Followed Understanding and Safety-Aware Generation. - Zhanyu Wang; Longyue Wang; Zhen Zhao 001; Minghao Wu; Chenyang Lyu; Huayang Li; Deng Cai 002; Luping Zhou; Shuming Shi 001; Zhaopeng Tu (ACM Multimedia, 2024)

Exploring Compositional Generalization of Large Language Models. - Haoran Yang; Hongyuan Lu; Wai Lam; Deng Cai 002 (NAACL (Student Research Workshop), 2024)

GLBench: A Comprehensive Benchmark for Graph with Large Language Models. - Yuhan Li 001; Peisong Wang; Xiao Zhu; Aochuan Chen; Haiyun Jiang; Deng Cai 002; Wai Kin (Victor) Chan; Jia Li 009 (NeurIPS, 2024)

On the Worst Prompt Performance of Large Language Models. - Bowen Cao; Deng Cai 002; Zhisong Zhang; Yuexian Zou; Wai Lam (NeurIPS, 2024)

StrategyLLM: Large Language Models as Strategy Generators, Executors, Optimizers, and Evaluators for Problem Solving. - Chang Gao; Haiyun Jiang; Deng Cai 002; Shuming Shi 001; Wai Lam (NeurIPS, 2024)

Unchosen Experts Can Contribute Too: Unleashing MoE Models' Power by Self-Contrast. - Chufan Shi; Cheng Yang 002; Xinyu Zhu; Jiahao Wang; Taiqiang Wu; Siheng Li; Deng Cai 002; Yujiu Yang; Yu Meng 001 (NeurIPS, 2024)

Inferflow: an Efficient and Highly Configurable Inference Engine for Large Language Models. - Shuming Shi 001; Enbo Zhao; Deng Cai 002; Leyang Cui; Xinting Huang; Huayang Li (CoRR, 2024)

With Greater Text Comes Greater Necessity: Inference-Time Training Helps Long Text Generation. - Yan Wang 060; D. Ma; Deng Cai 002 (CoRR, 2024)

LiFi: Lightweight Controlled Text Generation with Fine-Grained Control Codes. - Chufan Shi; Deng Cai 002; Yujiu Yang (CoRR, 2024)

Consecutive Model Editing with Batch alongside HooK Layers. - Shuaiyi Li; Yang Deng 002; Deng Cai 002; Hongyuan Lu; Liang Chen 001; Wai Lam (CoRR, 2024)

Sequence can Secretly Tell You What to Discard. - Jincheng Dai; Zhuowei Huang; Haiyun Jiang; Chen Chen; Deng Cai 002; Wei Bi; Shuming Shi 001 (CoRR, 2024)

On the Transformations across Reward Model, Parameter Update, and In-Context Prompt. - Deng Cai 002; Huayang Li; Tingchen Fu; Siheng Li; Weiwen Xu; Shuaiyi Li; Bowen Cao; Zhisong Zhang; Xinting Huang; Leyang Cui; Yan Wang 060; Lemao Liu; et al. (CoRR, 2024)

DOCBENCH: A Benchmark for Evaluating LLM-based Document Reading Systems. - Anni Zou; Wenhao Yu 002; Hongming Zhang 009; Kaixin Ma; Deng Cai 002; Zhuosheng Zhang 001; Hai Zhao 001; Dong Yu 001 (CoRR, 2024)

Exploring Dense Retrieval for Dialogue Response Selection. - Tian Lan 003; Deng Cai 002; Yan Wang 060; Yixuan Su; Heyan Huang; Xian-Ling Mao (ACM Trans. Inf. Syst., 2024)

Empowering Self-Learning of LLMs: Inner Knowledge Explicitation as a Catalyst. - Shijue Huang; Wanjun Zhong; Deng Cai 002; Fanqi Wan; Chengyi Wang; Mingxuan Wang; Mu Qiao; Ruifeng Xu 001 (AAAI, 2025)

Self-Reasoning Language Models: Unfold Hidden Reasoning Chains with Few Reasoning Catalyst. - Hongru Wang 003; Deng Cai 002; Wanjun Zhong; Shijue Huang; Jeff Z. Pan; Zeming Liu; Kam-Fai Wong (ACL (Findings), 2025)

InfiniteICL: Breaking the Limit of Context Window Size via Long Short-term Memory Transformation. - Bowen Cao; Deng Cai 002; Wai Lam (ACL (Findings), 2025)

ChartMimic: Evaluating LMM's Cross-Modal Reasoning Capability via Chart-to-Code Generation. - Cheng Yang 002; Chufan Shi; Yaxin Liu; Bo Shui; Junjie Wang 011; Mohan Jing; Linran Xu; Xinyu Zhu; Siheng Li; Yuxiang Zhang; Gongye Liu; Xiaomei Nie; et al. (ICLR, 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)

SeqPE: Transformer with Sequential Position Encoding. - Huayang Li; Yahui Liu; Hongyu Sun; Deng Cai 002; Leyang Cui; Wei Bi; Peilin Zhao; Taro Watanabe (CoRR, 2025)