Hengyi Cai

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 29

Top Topics

Semantic Matching

Video Retrieval

Educational Settings

Top Venues

Frontiers Inf. Technol. Electron. Eng.

Publications

Changle Qu, Sunhao Dai, Xiaochi Wei, Hengyi Cai, Shuaiqiang Wang, Dawei Yin, Jun Xu, Ji-Rong Wen
COLT: Towards Completeness-Oriented Tool Retrieval for Large Language Models. CoRR (2024)
Haiyan Zhao, Hanjie Chen, Fan Yang, Ninghao Liu, Huiqi Deng, Hengyi Cai, Shuaiqiang Wang, Dawei Yin, Mengnan Du
Explainability for Large Language Models: A Survey. ACM Trans. Intell. Syst. Technol. 15 (2) (2024)
Qian Li, Lixin Su, Jiashu Zhao, Long Xia, Hengyi Cai, Suqi Cheng, Hengzhu Tang, Junfeng Wang, Dawei Yin
Text-Video Retrieval via Variational Multi-Modal Hypergraph Networks. CoRR (2024)
Changle Qu, Sunhao Dai, Xiaochi Wei, Hengyi Cai, Shuaiqiang Wang, Dawei Yin, Jun Xu, Ji-Rong Wen
Tool Learning with Large Language Models: A Survey. CoRR (2024)
Xuanfan Ni, Hengyi Cai, Xiaochi Wei, Shuaiqiang Wang, Dawei Yin, Piji Li
Bench: A Benchmark for Extremely Long Context Understanding with Long-range Dependencies. CoRR (2024)
Qian Li, Lixin Su, Jiashu Zhao, Long Xia, Hengyi Cai, Suqi Cheng, Hengzhu Tang, Junfeng Wang, Dawei Yin
Text-Video Retrieval via Multi-Modal Hypergraph Networks. WSDM (2024)
Weiwei Sun, Hengyi Cai, Hongshen Chen, Pengjie Ren, Zhumin Chen, Maarten de Rijke, Zhaochun Ren
Answering Ambiguous Questions via Iterative Prompting. CoRR (2023)
Lixin Zou, Weixue Lu, Yiding Liu, Hengyi Cai, Xiaokai Chu, Dehong Ma, Daiting Shi, Yu Sun, Zhicong Cheng, Simiu Gu, Shuaiqiang Wang, Dawei Yin
Pre-trained Language Model-based Retrieval and Ranking for Web Search. ACM Trans. Web 17 (1) (2023)
Weiwei Sun, Hengyi Cai, Hongshen Chen, Pengjie Ren, Zhumin Chen, Maarten de Rijke, Zhaochun Ren
Answering Ambiguous Questions via Iterative Prompting. ACL (1) (2023)
Hao Sun, Hengyi Cai, Bo Wang, Yingyan Hou, Xiaochi Wei, Shuaiqiang Wang, Yan Zhang, Dawei Yin
Towards Verifiable Text Generation with Evolving Memory and Self-Reflection. CoRR (2023)
Jie Tan, Hengyi Cai, Hongshen Chen, Hong Cheng, Helen Meng, Zhuoye Ding
Contrastive Learning with Dialogue Attributes for Neural Dialogue Generation. ICASSP (2023)
Haiyan Zhao, Hanjie Chen, Fan Yang, Ninghao Liu, Huiqi Deng, Hengyi Cai, Shuaiqiang Wang, Dawei Yin, Mengnan Du
Explainability for Large Language Models: A Survey. CoRR (2023)
Lixin Zou, Changying Hao, Hengyi Cai, Suqi Cheng, Shuaiqiang Wang, Wenwen Ye, Zhicong Cheng, Simiu Gu, Dawei Yin
Approximated Doubly Robust Search Relevance Estimation. CoRR (2022)
Wenwen Ye, Yiding Liu, Lixin Zou, Hengyi Cai, Suqi Cheng, Shuaiqiang Wang, Dawei Yin
Fast Semantic Matching via Flexible Contextualized Interaction. WSDM (2022)
Lixin Zou, Changying Hao, Hengyi Cai, Shuaiqiang Wang, Suqi Cheng, Zhicong Cheng, Wenwen Ye, Simiu Gu, Dawei Yin
Approximated Doubly Robust Search Relevance Estimation. CIKM (2022)
Lixin Zou, Shengqiang Zhang, Hengyi Cai, Dehong Ma, Suqi Cheng, Daiting Shi, Shuaiqiang Wang, Zhicong Cheng, Dawei Yin
Pre-trained Language Model based Ranking in Baidu Search. CoRR (2021)
Lixin Zou, Shengqiang Zhang, Hengyi Cai, Dehong Ma, Suqi Cheng, Shuaiqiang Wang, Daiting Shi, Zhicong Cheng, Dawei Yin
Pre-trained Language Model based Ranking in Baidu Search. KDD (2021)
Hengyi Cai, Hongshen Chen, Cheng Zhang, Yonghao Song, Xiaofang Zhao, Yangxi Li, Dongsheng Duan, Dawei Yin
Learning from Easy to Complex: Adaptive Multi-Curricula Learning for Neural Dialogue Generation. AAAI (2020)
Hengyi Cai, Hongshen Chen, Yonghao Song, Cheng Zhang, Xiaofang Zhao, Dawei Yin
Data Manipulation: Towards Effective Instance Learning for Neural Dialogue Generation via Learning to Augment and Reweight. CoRR (2020)
Hengyi Cai, Hongshen Chen, Yonghao Song, Zhuoye Ding, Yongjun Bao, Weipeng Yan, Xiaofang Zhao
Group-wise Contrastive Learning for Neural Dialogue Generation. CoRR (2020)
Hengyi Cai, Hongshen Chen, Yonghao Song, Cheng Zhang, Xiaofang Zhao, Dawei Yin
Data Manipulation: Towards Effective Instance Learning for Neural Dialogue Generation via Learning to Augment and Reweight. ACL (2020)
Hengyi Cai, Hongshen Chen, Cheng Zhang, Yonghao Song, Xiaofang Zhao, Yangxi Li, Dongsheng Duan, Dawei Yin
Learning from Easy to Complex: Adaptive Multi-curricula Learning for Neural Dialogue Generation. CoRR (2020)
Hengyi Cai, Hongshen Chen, Yonghao Song, Zhuoye Ding, Yongjun Bao, Weipeng Yan, Xiaofang Zhao
Group-wise Contrastive Learning for Neural Dialogue Generation. EMNLP (Findings) (2020)
Hengyi Cai, Hongshen Chen, Yonghao Song, Xiaofang Zhao, Dawei Yin
Exemplar Guided Neural Dialogue Generation. IJCAI (2020)
Hengyi Cai, Hongshen Chen, Cheng Zhang, Yonghao Song, Xiaofang Zhao, Dawei Yin
Adaptive Parameterization for Neural Dialogue Generation. CoRR (2020)
Lei Yu, Xiaofang Zhao, Yan Jin, Hengyi Cai, Bo Wei, Bin Hu
Low powered blockchain consensus protocols based on consistent hash. Frontiers Inf. Technol. Electron. Eng. 20 (10) (2019)
Hengyi Cai, Hongshen Chen, Cheng Zhang, Yonghao Song, Xiaofang Zhao, Dawei Yin
Adaptive Parameterization for Neural Dialogue Generation. EMNLP/IJCNLP (1) (2019)
Hengyi Cai, Xingguang Ji, Yonghao Song, Yan Jin, Yang Zhang, Mairgup Mansur, Xiaofang Zhao
KNPTC: Knowledge and Neural Machine Translation Powered Chinese Pinyin Typo Correction. CoRR (2018)
Yonghao Song, Hengyi Cai, Xiaohui Zheng, Qiang Qiu, Yan Jin, Xiaofang Zhao
FTGWS: Forming Optimal Tutor Group for Weak Students Discovered in Educational Settings. DEXA (1) (2017)