Publications
* indicates equal contribution, ** indicates corresponding author.
2023
A Survey on Out-of-Distribution Detection in NLP
Transactions on Machine Learning Research
Hao Lang, Yinhe Zheng, Yixuan Li, Jian Sun, Fei Huang, Yongbin Li
PIPPA: A Partially Synthetic Conversational Dataset
Pre-print 2023 dataset
Tear Gosling, Alpin Dale, Yinhe Zheng
This paper is proudly coauthored with PygmalionAI devs.
Long-Tailed Question Answering in an Open World
ACL 2023 Main Conference (Long Paper)
Yi Dai, Hao Lang, Yinhe Zheng, Fei Huang, Yongbin Li
Domain Incremental Lifelong Learning in an Open World
ACL 2023 Fandings (Long Paper)
Yi Dai, Hao Lang, Yinhe Zheng, Bowen Yu, Fei Huang, Yongbin Li
A chatbot for mental health support: exploring the impact of Emohaa on reducing mental distress in China
Frontiers in Digital Health
Sahand Sabour, Wen Zhang, Xiyao Xiao, Yuwei Zhang, Yinhe Zheng, Jiaxin Wen, Jialu Zhao, Minlie Huang
Empathetic Response Generation via Emotion Cause Transition Graph
ICASSP 2023
Yushan Qian, Bo Wang, Ting-En Lin, Yinhe Zheng, Ying Zhu, Dongming Zhao, Yuexian Hou, Yuchuan Wu, Yongbin Li
Out-of-Domain Intent Detection Considering Multi-turn Dialogue Contexts
Pre-print 2023
Hao Lang, Yinhe Zheng, Binyuan Hui, Fei Huang, Yongbin Li
2022
Prompt Conditioned VAE: Enhancing Generative Replay for Lifelong Learning in Task-Oriented Dialogue
EMNLP 2022 Main Conference (Long Paper) [code]
Yingxiu Zhao, Yinhe Zheng**, Zhiliang Tian, Chang Gao, Jian Sun, Nevin L. Zhang
Estimating Soft Labels for Out-of-Domain Intent Detection
EMNLP 2022 Main Conference (Long Paper) (Oral)
Hao Lang, Yinhe Zheng**, Jian Sun, Fei Huang, Luo Si, Yongbin Li
CDConv: A Benchmark for Contradiction Detection in Chinese Conversations
EMNLP 2022 Main Conference (Long Paper) (Oral) [code + dataset]
Chujie Zheng, Jinfeng Zhou, Yinhe Zheng, Libiao Peng, Zhen Guo, Wenquan Wu, Zheng-Yu Niu, Hua Wu, Minlie Huang
Semi-Supervised Lifelong Language Learning
EMNLP 2022 Findings (Long Paper)
Yingxiu Zhao, Yinhe Zheng**, Bowen Yu, Zhiliang Tian, Dongkyu Lee, Jian Sun, Yongbin Li, Nevin L. Zhang
LayerConnect: Hypernetwork-Assisted Inter-Layer Connector to Enhance Parameter Efficiency
COLING 2022
Haoxiang Shi, Rongsheng Zhang, Jiaan Wang, Cen Wang, Yinhe Zheng, Tetsuya Sakai
Lifelong Learning for Question Answering with Hierarchical Prompts
Pre-print 2022
Yi Dai, Hao Lang, Yinhe Zheng, Fei Huang, Luo Si, Yongbin Li
Chatbots for Mental Health Support: Exploring the Impact of Emohaa on Reducing Mental Distress in China
Pre-print 2022
Sahand Sabour, Wen Zhang, Xiyao Xiao, Yuwei Zhang, Yinhe Zheng, Jiaxin Wen, Jialu Zhao, Minlie Huang
MMChat: Multi-Modal Chat Dataset on Social Media
LREC 2022 (Oral) [code + dataset]
Yinhe Zheng, Guanyi Chen, Xin Liu, Jian Sun
Improving Meta-learning for Low-resource Text Classification and Generation via Memory Imitation
ACL 2022 Main Conference (Long Paper)
Yingxiu Zhao, Zhiliang Tian, Huaxiu Yao, Yinhe Zheng, Dongkyu Lee, Yiping Song, Jian SUN, Nevin Zhang
Rethinking and Refining the Distinct Metric
ACL 2022 Main Conference (Short Paper)
Siyang Liu, Sahand Sabour, Yinhe Zheng, Pei Ke, Xiaoyan Zhu, Minlie Huang
GALAXY: A Generative Pre-trained Model for Task-Oriented Dialog with Semi-Supervised Learning and Explicit Policy Injection
AAAI 2022 (Long Paper) (Oral) [code]
Wanwei He, Yinpei Dai, Yinhe Zheng, Yuchuan Wu, Zheng Cao, Dermot Liu, Peng Jiang, Min Yang, Fei Huang, Luo Si, Jian Sun, Yongbin Li
2021
Stylized dialogue response generation using stylized unpaired texts
AAAI 2021 (Long Paper) [code]
Yinhe Zheng, Zikai Chen, Rongsheng Zhang, Shilei Huang, Xiaoxi Mao, Minlie Huang
Diversifying Dialog Generation via Adaptive Label Smoothing
ACL 2021 Main Conference (Long Paper) (Oral) [code]
Yida Wang*, Yinhe Zheng*, Yong Jiang, Minlie Huang
Transferable Persona-Grounded Dialogues via Grounded Minimal Edits
EMNLP 2021 Main Conference (Long Paper)
Chen Henry Wu, Yinhe Zheng, Xiaoxi Mao, Minlie Huang
Unsupervised Domain Adaptation with Adapter
NeurIPS 2021 ENLSP Workshop
Rongsheng Zhang*, Yinhe Zheng*, Xiaoxi Mao, Minlie Huang
EVA: An Open-Domain Chinese Dialogue System with Large-Scale Generative Pre-Training
Pre-print 2021
Hao Zhou, Pei Ke, Zheng Zhang, Yuxian Gu, Yinhe Zheng, Chujie Zheng, Yida Wang, Chen Henry Wu, Hao Sun, Xiaocong Yang, Bosi Wen, Xiaoyan Zhu, Minlie Huang, Jie Tang
Semantic-Enhanced Explainable Finetuning for Open-Domain Dialogues
Pre-print 2021
Chen Henry Wu, Yinhe Zheng, Yida Wang, Zhenyu Yang, Minlie Huang
2020
A pre-training based personalized dialogue generation model with persona-sparse data
AAAI 2020 (Long Paper)
Yinhe Zheng, Rongsheng Zhang, Minlie Huang, Xiaoxi Mao
Dialogue distillation: Open-domain dialogue augmentation using unpaired data
EMNLP 2020 Main Conference (Long Paper)
Rongsheng Zhang*, Yinhe Zheng*, Jianzhi Shao, Xiaoxi Mao, Yadong Xi, Minlie Huang
A large-scale chinese short-text conversation dataset
NLPCC 2020 (Best Student Paper) [code + dataset]
Yida Wang, Pei Ke, Yinhe Zheng, Kaili Huang, Yong Jiang, Xiaoyan Zhu, Minlie Huang
Out-of-domain detection for natural language understanding in dialog systems
IEEE/ACM Transactions on Audio, Speech, and Language Processing [code]
Yinhe Zheng, Guanyi Chen, Minlie Huang </span>
Listener’s Social Identity Matters in Personalised Response Generation
INLG 2020
Guanyi Chen, Yinhe Zheng, Yupei Du
2019
Personalized dialogue generation with diversified traits
Pre-print
Yinhe Zheng, Guanyi Chen, Minlie Huang, Song Liu, Xuan Zhu
Persona-aware Dialogue Generation with Enriched Profile
NIPS2019 ConvAI Workshop (Best Paper Nominee)
Yinhe Zheng, Guanyi Chen, Minlie Huang, Song Liu, Xuan Zhu
2018
Quantifying context overlap for training word embeddings
EMNLP2018
Yimeng Zhuang, Jinghui Xie, Yinhe Zheng, Xuan Zhu
Before 2016, my research focus is in the field of Geological Engineering, in particular Block Theory. I had the privilege of being advised by Prof. Qingchun Yu and Dr. Genhua Shi (the founder of Block Theory, DDA, NMM). The following list contains some of my papers in Block Theory. Most of them are SCI indexed. You can also check out this repo if you are interested in applying exact arithmetic packages in rock block identification algorithms.
2019
Constructing boundary structures of rock blocks
International Journal for Numerical and Analytical Methods in Geomechanics [SCI indexed, IF=4.264]
Yinhe Zheng, Lu Xia, Qingchun Yu
Stability analysis method for rock blocks formed by curved fractures
Tunnelling and Underground Space Technology [SCI indexed, IF=5.915]
Yinhe Zheng, Lu Xia, Qingchun Yu
2016
Identifying rock blocks based on exact arithmetic
International Journal of Rock Mechanics and Mining Sciences [SCI indexed, IF=7.135]
Yinhe Zheng, Lu Xia, Qingchun Yu
Estimation of the REV size for blockiness of fractured rock masses
Computers and Geotechnics [SCI indexed, IF=4.956]
Lu Xia, Yinhe Zheng, Qingchun Yu
2015
Analysis of the removability and stability of rock blocks by considering the rock bridge effect
Canadian Geotechnical Journal [SCI indexed, IF=4.640]
Yinhe Zheng, Lu Xia, Qingchun Yu
A method for identifying three-dimensional rock blocks formed by curved fractures
Computers and Geotechnics [SCI indexed, IF=4.956]
Yinhe Zheng, Lu Xia, Qingchun Yu
Identifying Blocks Formed by Curbed Fractures Using Exact Arithmetic
AGU Fall Meeting Abstracts
Yinhe Zheng, Lu Xia, Qingchun Yu, Xin Zhang
Blockiness level of rock mass around underground powerhouse of Three Gorges Project
Tunnelling and Underground Space Technology [SCI indexed, IF=5.915]
Lu Xia, Maohua Li, Youhua Chen, Yinhe Zheng, Qingchun Yu
Stability analysis method of block considering cracking of rock bridge
Rock and Soil Mechanics
Yinhe Zheng, Xia Lu, Yu Qingchun
2014
Modeling of CO2 Solubility in Salty Aqueous Solutions at Geological Sequestration Conditions
iEMSs-2014
Lu Wang, Qingchun Yu, Lu Xia, Yinhe Zheng
This paper is proudly coauthored with my wife, Lu Wang, who also received the best student presentation award on this conference ;)
2013
Unified analysis method of removability and stability of rock blocks
ICADD-2013
Yinhe Zheng, Xia Lu, Yu Qingchun