Deng Cai

According to our database, Deng Cai authored at least 83 papers between 2016 and 2024.

Collaborative distances:

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

2024

Exploring Dense Retrieval for Dialogue Response Selection.

Tian Lan, Deng Cai, Yan Wang, Yixuan Su, Heyan Huang, Xian-Ling Mao

ACM Trans. Inf. Syst., May, 2024

A Survey on the Honesty of Large Language Models.

Siheng Li, Cheng Yang, Taiqiang Wu, Chufan Shi, Yuji Zhang, Xinyu Zhu, Zesen Cheng, Deng Cai, Mo Yu, Lemao Liu, Jie Zhou, Yujiu Yang, Ngai Wong, Xixin Wu, Wai Lam

CoRR, 2024

DOCBENCH: A Benchmark for Evaluating LLM-based Document Reading Systems.

Anni Zou, Wenhao Yu, Hongming Zhang, Kaixin Ma, Deng Cai, Zhuosheng Zhang, Hai Zhao, Dong Yu

CoRR, 2024

GLBench: A Comprehensive Benchmark for Graph with Large Language Models.

Yuhan Li, Peisong Wang, Xiao Zhu, Aochuan Chen, Haiyun Jiang, Deng Cai, Wai Kin Chan, Jia Li

CoRR, 2024

On the Transformations across Reward Model, Parameter Update, and In-Context Prompt.

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

CoRR, 2024

On the Worst Prompt Performance of Large Language Models.

Bowen Cao, Deng Cai, Zhisong Zhang, Yuexian Zou, Wai Lam

CoRR, 2024

ChartMimic: Evaluating LMM's Cross-Modal Reasoning Capability via Chart-to-Code Generation.

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

CoRR, 2024

Unchosen Experts Can Contribute Too: Unleashing MoE Models' Power by Self-Contrast.

Chufan Shi, Cheng Yang, Xinyu Zhu, Jiahao Wang, Taiqiang Wu, Siheng Li, Deng Cai, Yujiu Yang, Yu Meng

CoRR, 2024

Sequence can Secretly Tell You What to Discard.

Jincheng Dai, Zhuowei Huang, Haiyun Jiang, Chen Chen, Deng Cai, Wei Bi, Shuming Shi

CoRR, 2024

Consecutive Model Editing with Batch alongside HooK Layers.

Shuaiyi Li, Yang Deng, Deng Cai, Hongyuan Lu, Liang Chen, Wai Lam

CoRR, 2024

LiFi: Lightweight Controlled Text Generation with Fine-Grained Control Codes.

Chufan Shi, Deng Cai, Yujiu Yang

CoRR, 2024

With Greater Text Comes Greater Necessity: Inference-Time Training Helps Long Text Generation.

Yan Wang, D. Ma, Deng Cai

CoRR, 2024

Inferflow: an Efficient and Highly Configurable Inference Engine for Large Language Models.

Shuming Shi, Enbo Zhao, Deng Cai, Leyang Cui, Xinting Huang, Huayang Li

CoRR, 2024

Exploring Compositional Generalization of Large Language Models.

Haoran Yang, Hongyuan Lu, Wai Lam, Deng Cai

Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: Student Research Workshop, 2024

GPT4Video: A Unified Multimodal Large Language Model for lnstruction-Followed Understanding and Safety-Aware Generation.

Zhanyu Wang, Longyue Wang, Zhen Zhao, Minghao Wu, Chenyang Lyu, Huayang Li, Deng Cai, Luping Zhou, Shuming Shi, Zhaopeng Tu

Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

Knowledge Fusion of Large Language Models.

Fanqi Wan, Xinting Huang, Deng Cai, Xiaojun Quan, Wei Bi, Shuming Shi

Proceedings of the Twelfth International Conference on Learning Representations, 2024

The Reasonableness Behind Unreasonable Translation Capability of Large Language Model.

Tingchen Fu, Lemao Liu, Deng Cai, Guoping Huang, Shuming Shi, Rui Yan

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Retrieval is Accurate Generation.

Bowen Cao, Deng Cai, Leyang Cui, Xuxin Cheng, Wei Bi, Yuexian Zou, Shuming Shi

Proceedings of the Twelfth International Conference on Learning Representations, 2024

A Thorough Examination of Decoding Methods in the Era of LLMs.

Chufan Shi, Haoran Yang, Deng Cai, Zhisong Zhang, Yifan Wang, Yujiu Yang, Wai Lam

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

Cross-lingual Contextualized Phrase Retrieval.

Huayang Li, Deng Cai, Zhi Qu, Qu Cui, Hidetaka Kamigaito, Lemao Liu, Taro Watanabe

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

Consecutive Batch Model Editing with HooK Layers.

Shuaiyi Li, Yang Deng, Deng Cai, Hongyuan Lu, Liang Chen, Wai Lam

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

Not All Preference Pairs Are Created Equal: A Recipe for Annotation-Efficient Iterative Preference Learning.

Sen Yang, Leyang Cui, Deng Cai, Xinting Huang, Shuming Shi, Wai Lam

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

A Frustratingly Simple Decoding Method for Neural Text Generation.

Haoran Yang, Deng Cai, Huayang Li, Wei Bi, Wai Lam, Shuming Shi

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

Reasons to Reject? Aligning Language Models with Judgments.

Weiwen Xu, Deng Cai, Zhisong Zhang, Wai Lam, Shuming Shi

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

TextBind: Multi-turn Interleaved Multimodal Instruction-following in the Wild.

Huayang Li, Siheng Li, Deng Cai, Longyue Wang, Lemao Liu, Taro Watanabe, Yujiu Yang, Shuming Shi

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

Disperse-Then-Merge: Pushing the Limits of Instruction Tuning via Alignment Tax Reduction.

Tingchen Fu, Deng Cai, Lemao Liu, Shuming Shi, Rui Yan

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

WatME: Towards Lossless Watermarking Through Lexical Redundancy.

Liang Chen, Yatao Bian, Yang Deng, Deng Cai, Shuaiyi Li, Peilin Zhao, Kam-Fai Wong

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

2023

StrategyLLM: Large Language Models as Strategy Generators, Executors, Optimizers, and Evaluators for Problem Solving.

Chang Gao, Haiyun Jiang, Deng Cai, Shuming Shi, Wai Lam

CoRR, 2023

Siren's Song in the AI Ocean: A Survey on Hallucination in Large Language Models.

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

CoRR, 2023

Disco-Bench: A Discourse-Aware Evaluation Benchmark for Language Modelling.

Longyue Wang, Zefeng Du, Donghuai Liu, Deng Cai, Dian Yu, Haiyun Jiang, Yan Wang, Leyang Cui, Shuming Shi, Zhaopeng Tu

CoRR, 2023

PandaGPT: One Model To Instruction-Follow Them All.

Yixuan Su, Tian Lan, Huayang Li, Jialu Xu, Yan Wang, Deng Cai

CoRR, 2023

Multi-Task Instruction Tuning of LLaMa for Specific Scenarios: A Preliminary Study on Writing Assistance.

Yue Zhang, Leyang Cui, Deng Cai, Xinting Huang, Tao Fang, Wei Bi

CoRR, 2023

Repetition In Repetition Out: Towards Understanding Neural Text Degeneration from the Data Perspective.

Huayang Li, Tian Lan, Zihao Fu, Deng Cai, Lemao Liu, Nigel Collier, Taro Watanabe, Yixuan Su

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

Copy is All You Need.

Tian Lan, Deng Cai, Yan Wang, Heyan Huang, Xian-Ling Mao

Proceedings of the Eleventh International Conference on Learning Representations, 2023

Specialist or Generalist? Instruction Tuning for Specific NLP Tasks.

Chufan Shi, Yixuan Su, Cheng Yang, Yujiu Yang, Deng Cai

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

Large Language Models Meet Harry Potter: A Dataset for Aligning Dialogue Agents with Characters.

Nuo Chen, Yan Wang, Haiyun Jiang, Deng Cai, Yuhan Li, Ziyang Chen, Longyue Wang, Jia Li

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

Effidit: An Assistant for Improving Writing Efficiency.

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

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

2022

Interpretable Real-Time Win Prediction for Honor of Kings - A Popular Mobile MOBA Esport.

Zelong Yang, Zhufeng Pan, Yan Wang, Deng Cai, Shuming Shi, Shao-Lun Huang, Wei Bi, Xiaojiang Liu

IEEE Trans. Games, 2022

What would Harry say? Building Dialogue Agents for Characters in a Story.

Nuo Chen, Yan Wang, Haiyun Jiang, Deng Cai, Ziyang Chen, Jia Li

CoRR, 2022

Linearizing Transformer with Key-Value Memory Bank.

Yizhe Zhang, Deng Cai

CoRR, 2022

A Survey on Retrieval-Augmented Text Generation.

Huayang Li, Yixuan Su, Deng Cai, Yan Wang, Lemao Liu

CoRR, 2022

Recent Advances in Retrieval-Augmented Text Generation.

Deng Cai, Yan Wang, Lemao Liu, Shuming Shi

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

Learning to Break the Loop: Analyzing and Mitigating Repetitions for Neural Text Generation.

Jin Xu, Xiaojiang Liu, Jianhao Yan, Deng Cai, Huayang Li, Jian Li

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

Measuring and Reducing Model Update Regression in Structured Prediction for NLP.

Deng Cai, Elman Mansimov, Yi-An Lai, Yixuan Su, Lei Shu, Yi Zhang

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

ASR-Robust Natural Language Understanding on ASR-GLUE dataset.

Lingyun Feng, Jianwei Yu, Yan Wang, Songxiang Liu, Deng Cai, Haitao Zheng

Proceedings of the 23rd Annual Conference of the International Speech Communication Association, 2022

Automatic Prosody Annotation with Pre-Trained Text-Speech Model.

Ziqian Dai, Jianwei Yu, Yan Wang, Nuo Chen, Yanyao Bian, Guangzhi Li, Deng Cai, Dong Yu

Proceedings of the 23rd Annual Conference of the International Speech Communication Association, 2022

Linearizing Transformer with Key-Value Memory.

Yizhe Zhang, Deng Cai

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

Residual Learning of Neural Text Generation with n-gram Language Model.

Huayang Li, Deng Cai, Jin Xu, Taro Watanabe

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

Retrofitting Multilingual Sentence Embeddings with Abstract Meaning Representation.

Deng Cai, Xin Li, Jackie Chun-Sing Ho, Lidong Bing, Wai Lam

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

Multi-Task Pre-Training for Plug-and-Play Task-Oriented Dialogue System.

Yixuan Su, Lei Shu, Elman Mansimov, Arshit Gupta, Deng Cai, Yi-An Lai, Yi Zhang

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

2021

PROTOTYPE-TO-STYLE: Dialogue Generation With Style-Aware Editing on Retrieval Memory.

Yixuan Su, Yan Wang, Deng Cai, Simon Baker, Anna Korhonen, Nigel Collier

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

ASR-GLUE: A New Multi-task Benchmark for ASR-Robust Natural Language Understanding.

Lingyun Feng, Jianwei Yu, Deng Cai, Songxiang Liu, Haitao Zheng, Yan Wang

CoRR, 2021

Exploiting Reasoning Chains for Multi-hop Science Question Answering.

Weiwen Xu, Yang Deng, Huihui Zhang, Deng Cai, Wai Lam

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

Multilingual AMR Parsing with Noisy Knowledge Distillation.

Deng Cai, Xin Li, Jackie Chun-Sing Ho, Lidong Bing, Wai Lam

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

Non-Autoregressive Text Generation with Pre-trained Language Models.

Yixuan Su, Deng Cai, Yan Wang, David Vandyke, Simon Baker, Piji Li, Nigel Collier

Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume, 2021

Dynamic Semantic Graph Construction and Reasoning for Explainable Multi-hop Science Question Answering.

Weiwen Xu, Huihui Zhang, Deng Cai, Wai Lam

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

Assessing Dialogue Systems with Distribution Distances.

Jiannan Xiang, Yahui Liu, Deng Cai, Huayang Li, Defu Lian, Lemao Liu

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

Dialogue Response Selection with Hierarchical Curriculum Learning.

Yixuan Su, Deng Cai, Qingyu Zhou, Zibo Lin, Simon Baker, Yunbo Cao, Shuming Shi, Nigel Collier, Yan Wang

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

Neural Machine Translation with Monolingual Translation Memory.

Deng Cai, Yan Wang, Huayang Li, Wai Lam, Lemao Liu

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

2020

Neural Machine Translation With Noisy Lexical Constraints.

Huayang Li, Guoping Huang, Deng Cai, Lemao Liu

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

Narrative Incoherence Detection.

Deng Cai, Yizhe Zhang, Yichen Huang, Wai Lam, Bill Dolan

CoRR, 2020

Interpretable Real-Time Win Prediction for Honor of Kings, a Popular Mobile MOBA Esport.

Zelong Yang, Zhufeng Pan, Yan Wang, Deng Cai, Shuming Shi, Shao-Lun Huang, Xiaojiang Liu

CoRR, 2020

Grayscale Data Construction and Multi-Level Ranking Objective for Dialogue Response Selection.

Zibo Lin, Deng Cai, Yan Wang, Xiaojiang Liu, Hai-Tao Zheng, Shuming Shi

CoRR, 2020

Prototype-to-Style: Dialogue Generation with Style-Aware Editing on Retrieval Memory.

Yixuan Su, Yan Wang, Simon Baker, Deng Cai, Xiaojiang Liu, Anna Korhonen, Nigel Collier

CoRR, 2020

Stylistic Dialogue Generation via Information-Guided Reinforcement Learning Strategy.

Yixuan Su, Deng Cai, Yan Wang, Simon Baker, Anna Korhonen, Nigel Collier, Xiaojiang Liu

CoRR, 2020

Describe What to Change: A Text-guided Unsupervised Image-to-image Translation Approach.

Yahui Liu, Marco De Nadai, Deng Cai, Huayang Li, Xavier Alameda-Pineda, Nicu Sebe, Bruno Lepri

Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020

The World is Not Binary: Learning to Rank with Grayscale Data for Dialogue Response Selection.

Zibo Lin, Deng Cai, Yan Wang, Xiaojiang Liu, Haitao Zheng, Shuming Shi

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

AMR Parsing via Graph-Sequence Iterative Inference.

Deng Cai, Wai Lam

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

Graph Transformer for Graph-to-Sequence Learning.

Deng Cai, Wai Lam

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

2019

Chinese Word Segmentation: Another Decade Review (2007-2017).

Hai Zhao, Deng Cai, Changning Huang, Chunyu Kit

CoRR, 2019

Skeleton-to-Response: Dialogue Generation Guided by Retrieval Memory.

Deng Cai, Yan Wang, Wei Bi, Zhaopeng Tu, Xiaojiang Liu, Wai Lam, Shuming Shi

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

Charge-Based Prison Term Prediction with Deep Gating Network.

Huajie Chen, Deng Cai, Wei Dai, Zehui Dai, Yadong Ding

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

Retrieval-guided Dialogue Response Generation via a Matching-to-Generation Framework.

Deng Cai, Yan Wang, Wei Bi, Zhaopeng Tu, Xiaojiang Liu, Shuming Shi

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

Core Semantic First: A Top-down Approach for AMR Parsing.

Deng Cai, Wai Lam

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

Unsupervised Learning Helps Supervised Neural Word Segmentation.

Xiaobin Wang, Deng Cai, Linlin Li, Guangwei Xu, Hai Zhao, Luo Si

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

2018

Translating a Math Word Problem to an Expression Tree.

Lei Wang, Yan Wang, Deng Cai, Dongxiang Zhang, Xiaojiang Liu

CoRR, 2018

Skeleton-to-Response: Dialogue Generation Guided by Retrieval Memory.

Deng Cai, Yan Wang, Victoria Bi, Zhaopeng Tu, Xiaojiang Liu, Wai Lam, Shuming Shi

CoRR, 2018

Language Style Transfer from Sentences with Arbitrary Unknown Styles.

Yanpeng Zhao, Wei Bi, Deng Cai, Xiaojiang Liu, Kewei Tu, Shuming Shi

CoRR, 2018

Translating Math Word Problem to Expression Tree.

Lei Wang, Yan Wang, Deng Cai, Dongxiang Zhang, Xiaojiang Liu

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

2017

A Hybrid Model for Chinese Spelling Check.

Hai Zhao, Deng Cai, Yang Xin, Yuzhu Wang, Zhongye Jia

ACM Trans. Asian Low Resour. Lang. Inf. Process., 2017

Pair-Aware Neural Sentence Modeling for Implicit Discourse Relation Classification.

Deng Cai, Hai Zhao

Proceedings of the Advances in Artificial Intelligence: From Theory to Practice, 2017

Fast and Accurate Neural Word Segmentation for Chinese.

Deng Cai, Hai Zhao, Zhisong Zhang, Yuan Xin, Yongjian Wu, Feiyue Huang

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

2016

Neural Word Segmentation Learning for Chinese.

Deng Cai, Hai Zhao

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