Deng Cai

ORCID

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 108

Top Venues

Publications

Deng Cai, Huayang Li, Tingchen Fu, Siheng Li, Weiwen Xu, Shuaiyi Li, Bowen Cao, Zhisong Zhang, Xinting Huang, Leyang Cui, Yan Wang, Lemao Liu, Taro Watanabe, Shuming Shi
On the Transformations across Reward Model, Parameter Update, and In-Context Prompt. CoRR (2024)
Tian Lan, Deng Cai, Yan Wang, Yixuan Su, Heyan Huang, Xian-Ling Mao
Exploring Dense Retrieval for Dialogue Response Selection. ACM Trans. Inf. Syst. 42 (3) (2024)
Shuming Shi, Enbo Zhao, Deng Cai, Leyang Cui, Xinting Huang, Huayang Li
Inferflow: an Efficient and Highly Configurable Inference Engine for Large Language Models. CoRR (2024)
Haoran Yang, Deng Cai, Huayang Li, Wei Bi, Wai Lam, Shuming Shi
A Frustratingly Simple Decoding Method for Neural Text Generation. LREC/COLING (2024)
Tingchen Fu, Deng Cai, Lemao Liu, Shuming Shi, Rui Yan
Disperse-Then-Merge: Pushing the Limits of Instruction Tuning via Alignment Tax Reduction. CoRR (2024)
Anni Zou, Wenhao Yu, Hongming Zhang, Kaixin Ma, Deng Cai, Zhuosheng Zhang, Hai Zhao, Dong Yu
DOCBENCH: A Benchmark for Evaluating LLM-based Document Reading Systems. CoRR (2024)
Yuhan Li, Peisong Wang, Xiao Zhu, Aochuan Chen, Haiyun Jiang, Deng Cai, Wai Kin Chan, Jia Li
GLBench: A Comprehensive Benchmark for Graph with Large Language Models. CoRR (2024)
Bowen Cao, Deng Cai, Zhisong Zhang, Yuexian Zou, Wai Lam
On the Worst Prompt Performance of Large Language Models. CoRR (2024)
Tingchen Fu, Lemao Liu, Deng Cai, Guoping Huang, Shuming Shi, Rui Yan
The Reasonableness Behind Unreasonable Translation Capability of Large Language Model. ICLR (2024)
Tingchen Fu, Deng Cai, Lemao Liu, Shuming Shi, Rui Yan
Disperse-Then-Merge: Pushing the Limits of Instruction Tuning via Alignment Tax Reduction. ACL (Findings) (2024)
Huayang Li, Siheng Li, Deng Cai, Longyue Wang, Lemao Liu, Taro Watanabe, Yujiu Yang, Shuming Shi
TextBind: Multi-turn Interleaved Multimodal Instruction-following in the Wild. ACL (Findings) (2024)
Fanqi Wan, Xinting Huang, Deng Cai, Xiaojun Quan, Wei Bi, Shuming Shi
Knowledge Fusion of Large Language Models. CoRR (2024)
Weiwen Xu, Deng Cai, Zhisong Zhang, Wai Lam, Shuming Shi
Reasons to Reject? Aligning Language Models with Judgments. ACL (Findings) (2024)
Chufan Shi, Cheng Yang, Xinyu Zhu, Jiahao Wang, Taiqiang Wu, Siheng Li, Deng Cai, Yujiu Yang, Yu Meng
Unchosen Experts Can Contribute Too: Unleashing MoE Models' Power by Self-Contrast. CoRR (2024)
Chufan Shi, Cheng Yang, Yaxin Liu, Bo Shui, Junjie Wang, Mohan Jing, Linran Xu, Xinyu Zhu, Siheng Li, Yuxiang Zhang, Gongye Liu, Xiaomei Nie, Deng Cai, Yujiu Yang
ChartMimic: Evaluating LMM's Cross-Modal Reasoning Capability via Chart-to-Code Generation. CoRR (2024)
Jincheng Dai, Zhuowei Huang, Haiyun Jiang, Chen Chen, Deng Cai, Wei Bi, Shuming Shi
Sequence can Secretly Tell You What to Discard. CoRR (2024)
Bowen Cao, Deng Cai, Leyang Cui, Xuxin Cheng, Wei Bi, Yuexian Zou, Shuming Shi
Retrieval is Accurate Generation. ICLR (2024)
Liang Chen, Yatao Bian, Yang Deng, Deng Cai, Shuaiyi Li, Peilin Zhao, Kam-Fai Wong
WatME: Towards Lossless Watermarking Through Lexical Redundancy. ACL (1) (2024)
Huayang Li, Deng Cai, Zhi Qu, Qu Cui, Hidetaka Kamigaito, Lemao Liu, Taro Watanabe
Cross-lingual Contextualized Phrase Retrieval. CoRR (2024)
Shuaiyi Li, Yang Deng, Deng Cai, Hongyuan Lu, Liang Chen, Wai Lam
Consecutive Model Editing with Batch alongside HooK Layers. CoRR (2024)
Chufan Shi, Deng Cai, Yujiu Yang
LiFi: Lightweight Controlled Text Generation with Fine-Grained Control Codes. CoRR (2024)
Sen Yang, Leyang Cui, Deng Cai, Xinting Huang, Shuming Shi, Wai Lam
Not All Preference Pairs Are Created Equal: A Recipe for Annotation-Efficient Iterative Preference Learning. CoRR (2024)
Fanqi Wan, Xinting Huang, Deng Cai, Xiaojun Quan, Wei Bi, Shuming Shi
Knowledge Fusion of Large Language Models. ICLR (2024)
Chufan Shi, Haoran Yang, Deng Cai, Zhisong Zhang, Yifan Wang, Yujiu Yang, Wai Lam
A Thorough Examination of Decoding Methods in the Era of LLMs. CoRR (2024)
Bowen Cao, Deng Cai, Leyang Cui, Xuxin Cheng, Wei Bi, Yuexian Zou, Shuming Shi
Retrieval is Accurate Generation. CoRR (2024)
Nuo Chen, Yan Wang, Haiyun Jiang, Deng Cai, Yuhan Li, Ziyang Chen, Longyue Wang, Jia Li
Large Language Models Meet Harry Potter: A Dataset for Aligning Dialogue Agents with Characters. EMNLP (Findings) (2023)
Weiwen Xu, Deng Cai, Zhisong Zhang, Wai Lam, Shuming Shi
Reasons to Reject? Aligning Language Models with Judgments. CoRR (2023)
Tian Lan, Deng Cai, Yan Wang, Heyan Huang, Xian-Ling Mao
Copy Is All You Need. CoRR (2023)
Huayang Li, Tian Lan, Zihao Fu, Deng Cai, Lemao Liu, Nigel Collier, Taro Watanabe, Yixuan Su
Repetition In Repetition Out: Towards Understanding Neural Text Degeneration from the Data Perspective. CoRR (2023)
Haoran Yang, Deng Cai, Huayang Li, Wei Bi, Wai Lam, Shuming Shi
A Frustratingly Simple Decoding Method for Neural Text Generation. CoRR (2023)
Longyue Wang, Zefeng Du, Donghuai Liu, Deng Cai, Dian Yu, Haiyun Jiang, Yan Wang, Leyang Cui, Shuming Shi, Zhaopeng Tu
Disco-Bench: A Discourse-Aware Evaluation Benchmark for Language Modelling. CoRR (2023)
Chufan Shi, Yixuan Su, Cheng Yang, Yujiu Yang, Deng Cai
Specialist or Generalist? Instruction Tuning for Specific NLP Tasks. CoRR (2023)
Chang Gao, Haiyun Jiang, Deng Cai, Shuming Shi, Wai Lam
StrategyLLM: Large Language Models as Strategy Generators, Executors, Optimizers, and Evaluators for Problem Solving. CoRR (2023)
Shuming Shi, Enbo Zhao, Wei Bi, Deng Cai, Leyang Cui, Xinting Huang, Haiyun Jiang, Duyu Tang, Kaiqiang Song, Longyue Wang, Chenyan Huang, Guoping Huang, Yan Wang, Piji Li
Effidit: An Assistant for Improving Writing Efficiency. ACL (demo) (2023)
Huayang Li, Tian Lan, Zihao Fu, Deng Cai, Lemao Liu, Nigel Collier, Taro Watanabe, Yixuan Su
Repetition In Repetition Out: Towards Understanding Neural Text Degeneration from the Data Perspective. NeurIPS (2023)
Yixuan Su, Tian Lan, Huayang Li, Jialu Xu, Yan Wang, Deng Cai
PandaGPT: One Model To Instruction-Follow Them All. CoRR (2023)
Huayang Li, Siheng Li, Deng Cai, Longyue Wang, Lemao Liu, Taro Watanabe, Yujiu Yang, Shuming Shi
TextBind: Multi-turn Interleaved Multimodal Instruction-following in the Wild. CoRR (2023)
Tian Lan, Deng Cai, Yan Wang, Heyan Huang, Xian-Ling Mao
Copy is All You Need. ICLR (2023)
Zhanyu Wang, Longyue Wang, Zhen Zhao, Minghao Wu, Chenyang Lyu, Huayang Li, Deng Cai, Luping Zhou, Shuming Shi, Zhaopeng Tu
GPT4Video: A Unified Multimodal Large Language Model for lnstruction-Followed Understanding and Safety-Aware Generation. CoRR (2023)
Chufan Shi, Yixuan Su, Cheng Yang, Yujiu Yang, Deng Cai
Specialist or Generalist? Instruction Tuning for Specific NLP Tasks. EMNLP (2023)
Yue Zhang, Yafu Li, Leyang Cui, Deng Cai, Lemao Liu, Tingchen Fu, Xinting Huang, Enbo Zhao, Yu Zhang, Yulong Chen, Longyue Wang, Anh Tuan Luu, Wei Bi, Freda Shi, Shuming Shi
Siren's Song in the AI Ocean: A Survey on Hallucination in Large Language Models. CoRR (2023)
Deng Cai, Xin Li, Jackie Chun-Sing Ho, Lidong Bing, Wai Lam
Retrofitting Multilingual Sentence Embeddings with Abstract Meaning Representation. EMNLP (2022)
Jin Xu, Xiaojiang Liu, Jianhao Yan, Deng Cai, Huayang Li, Jian Li
Learning to Break the Loop: Analyzing and Mitigating Repetitions for Neural Text Generation. NeurIPS (2022)
Deng Cai, Xin Li, Jackie Chun-Sing Ho, Lidong Bing, Wai Lam
Retrofitting Multilingual Sentence Embeddings with Abstract Meaning Representation. CoRR (2022)
Ziqian Dai, Jianwei Yu, Yan Wang, Nuo Chen, Yanyao Bian, Guangzhi Li, Deng Cai, Dong Yu
Automatic Prosody Annotation with Pre-Trained Text-Speech Model. INTERSPEECH (2022)
Yizhe Zhang, Deng Cai
Linearizing Transformer with Key-Value Memory. EMNLP (2022)
Nuo Chen, Yan Wang, Haiyun Jiang, Deng Cai, Ziyang Chen, Jia Li
What would Harry say? Building Dialogue Agents for Characters in a Story. CoRR (2022)
Deng Cai, Elman Mansimov, Yi-An Lai, Yixuan Su, Lei Shu, Yi Zhang
Measuring and Reducing Model Update Regression in Structured Prediction for NLP. CoRR (2022)
Deng Cai, Elman Mansimov, Yi-An Lai, Yixuan Su, Lei Shu, Yi Zhang
Measuring and Reducing Model Update Regression in Structured Prediction for NLP. NeurIPS (2022)
Ziqian Dai, Jianwei Yu, Yan Wang, Nuo Chen, Yanyao Bian, Guangzhi Li, Deng Cai, Dong Yu
Automatic Prosody Annotation with Pre-Trained Text-Speech Model. CoRR (2022)
Jin Xu, Xiaojiang Liu, Jianhao Yan, Deng Cai, Huayang Li, Jian Li
Learning to Break the Loop: Analyzing and Mitigating Repetitions for Neural Text Generation. CoRR (2022)
Yizhe Zhang, Deng Cai
Linearizing Transformer with Key-Value Memory Bank. CoRR (2022)
Deng Cai, Yan Wang, Lemao Liu, Shuming Shi
Recent Advances in Retrieval-Augmented Text Generation. SIGIR (2022)
Lingyun Feng, Jianwei Yu, Yan Wang, Songxiang Liu, Deng Cai, Haitao Zheng
ASR-Robust Natural Language Understanding on ASR-GLUE dataset. INTERSPEECH (2022)
Zelong Yang, Zhu Feng Pan, Yan Wang, Deng Cai, Shuming Shi, Shao-Lun Huang, Wei Bi, Xiaojiang Liu
Interpretable Real-Time Win Prediction for Honor of Kings - A Popular Mobile MOBA Esport. IEEE Trans. Games 14 (4) (2022)
Huayang Li, Deng Cai, Jin Xu, Taro Watanabe
Residual Learning of Neural Text Generation with n-gram Language Model. EMNLP (Findings) (2022)
Huayang Li, Deng Cai, Jin Xu, Taro Watanabe
Residual Learning of Neural Text Generation with n-gram Language Model. CoRR (2022)
Huayang Li, Yixuan Su, Deng Cai, Yan Wang, Lemao Liu
A Survey on Retrieval-Augmented Text Generation. CoRR (2022)
Yixuan Su, Lei Shu, Elman Mansimov, Arshit Gupta, Deng Cai, Yi-An Lai, Yi Zhang
Multi-Task Pre-Training for Plug-and-Play Task-Oriented Dialogue System. ACL (1) (2022)
Deng Cai, Xin Li, Jackie Chun-Sing Ho, Lidong Bing, Wai Lam
Multilingual AMR Parsing with Noisy Knowledge Distillation. CoRR (2021)
Weiwen Xu, Yang Deng, Huihui Zhang, Deng Cai, Wai Lam
Exploiting Reasoning Chains for Multi-hop Science Question Answering. CoRR (2021)
Yixuan Su, Lei Shu, Elman Mansimov, Arshit Gupta, Deng Cai, Yi-An Lai, Yi Zhang
Multi-Task Pre-Training for Plug-and-Play Task-Oriented Dialogue System. CoRR (2021)
Jiannan Xiang, Yahui Liu, Deng Cai, Huayang Li, Defu Lian, Lemao Liu
Assessing Dialogue Systems with Distribution Distances. CoRR (2021)
Weiwen Xu, Huihui Zhang, Deng Cai, Wai Lam
Dynamic Semantic Graph Construction and Reasoning for Explainable Multi-hop Science Question Answering. ACL/IJCNLP (Findings) (2021)
Weiwen Xu, Yang Deng, Huihui Zhang, Deng Cai, Wai Lam
Exploiting Reasoning Chains for Multi-hop Science Question Answering. EMNLP (Findings) (2021)
Deng Cai, Yan Wang, Huayang Li, Wai Lam, Lemao Liu
Neural Machine Translation with Monolingual Translation Memory. ACL/IJCNLP (1) (2021)
Yixuan Su, Yan Wang, Deng Cai, Simon Baker, Anna Korhonen, Nigel Collier
PROTOTYPE-TO-STYLE: Dialogue Generation With Style-Aware Editing on Retrieval Memory. IEEE ACM Trans. Audio Speech Lang. Process. 29 (2021)
Deng Cai, Xin Li, Jackie Chun-Sing Ho, Lidong Bing, Wai Lam
Multilingual AMR Parsing with Noisy Knowledge Distillation. EMNLP (Findings) (2021)
Deng Cai, Yan Wang, Huayang Li, Wai Lam, Lemao Liu
Neural Machine Translation with Monolingual Translation Memory. CoRR (2021)
Yixuan Su, Deng Cai, Qingyu Zhou, Zibo Lin, Simon Baker, Yunbo Cao, Shuming Shi, Nigel Collier, Yan Wang
Dialogue Response Selection with Hierarchical Curriculum Learning. ACL/IJCNLP (1) (2021)
Tian Lan, Deng Cai, Yan Wang, Yixuan Su, Xian-Ling Mao, Heyan Huang
Exploring Dense Retrieval for Dialogue Response Selection. CoRR (2021)
Lingyun Feng, Jianwei Yu, Deng Cai, Songxiang Liu, Haitao Zheng, Yan Wang
ASR-GLUE: A New Multi-task Benchmark for ASR-Robust Natural Language Understanding. CoRR (2021)
Weiwen Xu, Huihui Zhang, Deng Cai, Wai Lam
Dynamic Semantic Graph Construction and Reasoning for Explainable Multi-hop Science Question Answering. CoRR (2021)
Jiannan Xiang, Yahui Liu, Deng Cai, Huayang Li, Defu Lian, Lemao Liu
Assessing Dialogue Systems with Distribution Distances. ACL/IJCNLP (Findings) (2021)
Yixuan Su, Deng Cai, Yan Wang, David Vandyke, Simon Baker, Piji Li, Nigel Collier
Non-Autoregressive Text Generation with Pre-trained Language Models. CoRR (2021)
Yixuan Su, Deng Cai, Yan Wang, David Vandyke, Simon Baker, Piji Li, Nigel Collier
Non-Autoregressive Text Generation with Pre-trained Language Models. EACL (2021)
Deng Cai, Wai Lam
Graph Transformer for Graph-to-Sequence Learning. AAAI (2020)
Yahui Liu, Marco De Nadai, Deng Cai, Huayang Li, Xavier Alameda-Pineda, Nicu Sebe, Bruno Lepri
Describe What to Change: A Text-guided Unsupervised Image-to-Image Translation Approach. CoRR (2020)
Deng Cai, Wai Lam
AMR Parsing via Graph-Sequence Iterative Inference. CoRR (2020)
Zibo Lin, Deng Cai, Yan Wang, Xiaojiang Liu, Haitao Zheng, Shuming Shi
The World is Not Binary: Learning to Rank with Grayscale Data for Dialogue Response Selection. EMNLP (1) (2020)
Yixuan Su, Deng Cai, Qingyu Zhou, Zibo Lin, Simon Baker, Yunbo Cao, Shuming Shi, Nigel Collier, Yan Wang
Dialogue Response Selection with Hierarchical Curriculum Learning. CoRR (2020)
Deng Cai, Yizhe Zhang, Yichen Huang, Wai Lam, Bill Dolan
Narrative Incoherence Detection. CoRR (2020)
Huayang Li, Guoping Huang, Deng Cai, Lemao Liu
Neural Machine Translation With Noisy Lexical Constraints. IEEE ACM Trans. Audio Speech Lang. Process. 28 (2020)
Zibo Lin, Deng Cai, Yan Wang, Xiaojiang Liu, Hai-Tao Zheng, Shuming Shi
Grayscale Data Construction and Multi-Level Ranking Objective for Dialogue Response Selection. CoRR (2020)
Zelong Yang, Zhu Feng Pan, Yan Wang, Deng Cai, Shuming Shi, Shao-Lun Huang, Xiaojiang Liu
Interpretable Real-Time Win Prediction for Honor of Kings, a Popular Mobile MOBA Esport. CoRR (2020)
Yixuan Su, Yan Wang, Simon Baker, Deng Cai, Xiaojiang Liu, Anna Korhonen, Nigel Collier
Prototype-to-Style: Dialogue Generation with Style-Aware Editing on Retrieval Memory. CoRR (2020)
Deng Cai, Wai Lam
AMR Parsing via Graph-Sequence Iterative Inference. ACL (2020)
Yixuan Su, Deng Cai, Yan Wang, Simon Baker, Anna Korhonen, Nigel Collier, Xiaojiang Liu
Stylistic Dialogue Generation via Information-Guided Reinforcement Learning Strategy. CoRR (2020)
Yahui Liu, Marco De Nadai, Deng Cai, Huayang Li, Xavier Alameda-Pineda, Nicu Sebe, Bruno Lepri
Describe What to Change: A Text-guided Unsupervised Image-to-image Translation Approach. ACM Multimedia (2020)
Deng Cai, Wai Lam
Core Semantic First: A Top-down Approach for AMR Parsing. CoRR (2019)
Deng Cai, Wai Lam
Graph Transformer for Graph-to-Sequence Learning. CoRR (2019)
Huajie Chen, Deng Cai, Wei Dai, Zehui Dai, Yadong Ding
Charge-Based Prison Term Prediction with Deep Gating Network. CoRR (2019)
Xiaobin Wang, Deng Cai, Linlin Li, Guangwei Xu, Hai Zhao, Luo Si
Unsupervised Learning Helps Supervised Neural Word Segmentation. AAAI (2019)
Deng Cai, Yan Wang, Wei Bi, Zhaopeng Tu, Xiaojiang Liu, Wai Lam, Shuming Shi
Skeleton-to-Response: Dialogue Generation Guided by Retrieval Memory. NAACL-HLT (1) (2019)
Huajie Chen, Deng Cai, Wei Dai, Zehui Dai, Yadong Ding
Charge-Based Prison Term Prediction with Deep Gating Network. EMNLP/IJCNLP (1) (2019)
Deng Cai, Yan Wang, Wei Bi, Zhaopeng Tu, Xiaojiang Liu, Shuming Shi
Retrieval-guided Dialogue Response Generation via a Matching-to-Generation Framework. EMNLP/IJCNLP (1) (2019)
Deng Cai, Wai Lam
Core Semantic First: A Top-down Approach for AMR Parsing. EMNLP/IJCNLP (1) (2019)
Hai Zhao, Deng Cai, Changning Huang, Chunyu Kit
Chinese Word Segmentation: Another Decade Review (2007-2017). CoRR (2019)
Lei Wang, Yan Wang, Deng Cai, Dongxiang Zhang, Xiaojiang Liu
Translating a Math Word Problem to an Expression Tree. CoRR (2018)
Yanpeng Zhao, Wei Bi, Deng Cai, Xiaojiang Liu, Kewei Tu, Shuming Shi
Language Style Transfer from Sentences with Arbitrary Unknown Styles. CoRR (2018)

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Publication Activity (10 Years)

Top Topics

Top Venues

Deng Cai