Publications

You can also find all my papers on my Google Scholar profile.

2022

Lifelong Learning for Question Answering with Hierarchical Prompts
Arxiv 2022
Yi Dai, Hao Lang, Yinhe Zheng, Fei Huang, Luo Si, Yongbin Li

MMChat: Multi-Modal Chat Dataset on Social Media
LREC 2022 [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)
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) [code]
Yinhe Zheng (Equal Contribution), Yida Wang, 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
Yinhe Zheng (Equal Contribution), Rongsheng Zhang, Xiaoxi Mao, Minlie Huang

EVA: An Open-Domain Chinese Dialogue System with Large-Scale Generative Pre-Training
CoRR 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
CoRR 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)
Yinhe Zheng (Equal Contribution), Rongsheng Zhang, 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

Listener’s Social Identity Matters in Personalised Response Generation
INLG 2020
Guanyi Chen, Yinhe Zheng, Yupei Du

2019

Personalized dialogue generation with diversified traits
CoRR
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