Yinhe Zheng

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 56

Top Topics

Gaussian Mixture

Lifelong Learning

Top Venues

Publications

Longze Chen, Ziqiang Liu, Wanwei He, Yinhe Zheng, Hao Sun, Yunshui Li, Run Luo, Min Yang
Long Context is Not Long at All: A Prospector of Long-Dependency Data for Large Language Models. ACL (1) (2024)
Hao Lang, Yinhe Zheng, Binyuan Hui, Fei Huang, Yongbin Li
Out-of-Domain Intent Detection Considering Multi-Turn Dialogue Contexts. LREC/COLING (2024)
Hao Lang, Yinhe Zheng, Yixuan Li, Jian Sun, Fei Huang, Yongbin Li
A Survey on Out-of-Distribution Detection in NLP. Trans. Mach. Learn. Res. 2024 (2024)
Yushan Qian, Bo Wang, Ting-En Lin, Yinhe Zheng, Ying Zhu, Dongming Zhao, Yuexian Hou, Yuchuan Wu, Yongbin Li
Empathetic Response Generation via Emotion Cause Transition Graph. CoRR (2023)
Yi Dai, Hao Lang, Yinhe Zheng, Bowen Yu, Fei Huang, Yongbin Li
Domain Incremental Lifelong Learning in an Open World. ACL (Findings) (2023)
Tear Gosling, Alpin Dale, Yinhe Zheng
PIPPA: A Partially Synthetic Conversational Dataset. CoRR (2023)
Hao Lang, Yinhe Zheng, Binyuan Hui, Fei Huang, Yongbin Li
Out-of-Domain Intent Detection Considering Multi-turn Dialogue Contexts. CoRR (2023)
Hao Lang, Yinhe Zheng, Yixuan Li, Jian Sun, Fei Huang, Yongbin Li
A Survey on Out-of-Distribution Detection in NLP. CoRR (2023)
Yushan Qian, Bo Wang, Ting-En Lin, Yinhe Zheng, Ying Zhu, Dongming Zhao, Yuexian Hou, Yuchuan Wu, Yongbin Li
Empathetic Response Generation via Emotion Cause Transition Graph. ICASSP (2023)
Yi Dai, Hao Lang, Yinhe Zheng, Fei Huang, Yongbin Li
Long-Tailed Question Answering in an Open World. CoRR (2023)
Yi Dai, Hao Lang, Yinhe Zheng, Bowen Yu, Fei Huang, Yongbin Li
Domain Incremental Lifelong Learning in an Open World. CoRR (2023)
Yi Dai, Hao Lang, Yinhe Zheng, Fei Huang, Yongbin Li
Long-Tailed Question Answering in an Open World. ACL (1) (2023)
Sahand Sabour, Wen Zhang, Xiyao Xiao, Yuwei Zhang, Yinhe Zheng, Jiaxin Wen, Jialu Zhao, Minlie Huang
A chatbot for mental health support: exploring the impact of Emohaa on reducing mental distress in China. Frontiers Digit. Health 5 (2023)
Chujie Zheng, Jinfeng Zhou, Yinhe Zheng, Libiao Peng, Zhen Guo, Wenquan Wu, Zheng-Yu Niu, Hua Wu, Minlie Huang
CDConv: A Benchmark for Contradiction Detection in Chinese Conversations. EMNLP (2022)
Yingxiu Zhao, Yinhe Zheng, Bowen Yu, Zhiliang Tian, Dongkyu Lee, Jian Sun, Yongbin Li, Nevin L. Zhang
Semi-Supervised Lifelong Language Learning. EMNLP (Findings) (2022)
Hao Lang, Yinhe Zheng, Jian Sun, Fei Huang, Luo Si, Yongbin Li
Estimating Soft Labels for Out-of-Domain Intent Detection. EMNLP (2022)
Yi Dai, Hao Lang, Yinhe Zheng, Fei Huang, Luo Si, Yongbin Li
Lifelong Learning for Question Answering with Hierarchical Prompts. CoRR (2022)
Yingxiu Zhao, Yinhe Zheng, Zhiliang Tian, Chang Gao, Bowen Yu, Haiyang Yu, Yongbin Li, Jian Sun, Nevin L. Zhang
Prompt Conditioned VAE: Enhancing Generative Replay for Lifelong Learning in Task-Oriented Dialogue. CoRR (2022)
Hao Lang, Yinhe Zheng, Jian Sun, Fei Huang, Luo Si, Yongbin Li
Estimating Soft Labels for Out-of-Domain Intent Detection. CoRR (2022)
Siyang Liu, Sahand Sabour, Yinhe Zheng, Pei Ke, Xiaoyan Zhu, Minlie Huang
Rethinking and Refining the Distinct Metric. ACL (2) (2022)
Yinhe Zheng, Guanyi Chen
Accuracy on In-Domain Samples Matters When Building Out-of-Domain detectors: A Reply to Marek et al. (2021). CoRR (2022)
Yequan Wang, Xuying Meng, Yiyi Liu, Aixin Sun, Yao Wang, Yinhe Zheng, Minlie Huang
Chat-Capsule: A Hierarchical Capsule for Dialog-level Emotion Analysis. CoRR (2022)
Yinhe Zheng, Guanyi Chen, Xin Liu, Jian Sun
MMChat: Multi-Modal Chat Dataset on Social Media. LREC (2022)
Yingxiu Zhao, Zhiliang Tian, Huaxiu Yao, Yinhe Zheng, Dongkyu Lee, Yiping Song, Jian Sun, Nevin L. Zhang
Improving Meta-learning for Low-resource Text Classification and Generation via Memory Imitation. ACL (1) (2022)
Haoxiang Shi, Rongsheng Zhang, Jiaan Wang, Cen Wang, Yinhe Zheng, Tetsuya Sakai
LayerConnect: Hypernetwork-Assisted Inter-Layer Connector to Enhance Parameter Efficiency. COLING (2022)
Yingxiu Zhao, Zhiliang Tian, Huaxiu Yao, Yinhe Zheng, Dongkyu Lee, Yiping Song, Jian Sun, Nevin L. Zhang
Improving Meta-learning for Low-resource Text Classification and Generation via Memory Imitation. CoRR (2022)
Sahand Sabour, Wen Zhang, Xiyao Xiao, Yuwei Zhang, Yinhe Zheng, Jiaxin Wen, Jialu Zhao, Minlie Huang
Chatbots for Mental Health Support: Exploring the Impact of Emohaa on Reducing Mental Distress in China. CoRR (2022)
Chujie Zheng, Jinfeng Zhou, Yinhe Zheng, Libiao Peng, Zhen Guo, Wenquan Wu, Zhengyu Niu, Hua Wu, Minlie Huang
CDConv: A Benchmark for Contradiction Detection in Chinese Conversations. CoRR (2022)
Siyang Liu, Sahand Sabour, Yinhe Zheng, Pei Ke, Xiaoyan Zhu, Minlie Huang
Rethinking and Refining the Distinct Metric. CoRR (2022)
Yingxiu Zhao, Yinhe Zheng, Bowen Yu, Zhiliang Tian, Dongkyu Lee, Jian Sun, Haiyang Yu, Yongbin Li, Nevin L. Zhang
Semi-Supervised Lifelong Language Learning. CoRR (2022)
Yingxiu Zhao, Yinhe Zheng, Zhiliang Tian, Chang Gao, Jian Sun, Nevin L. Zhang
Prompt Conditioned VAE: Enhancing Generative Replay for Lifelong Learning in Task-Oriented Dialogue. EMNLP (2022)
Wanwei He, Yinpei Dai, Yinhe Zheng, Yuchuan Wu, Zheng Cao, Dermot Liu, Peng Jiang, Min Yang, Fei Huang, Luo Si, Jian Sun, Yongbin Li
GALAXY: A Generative Pre-trained Model for Task-Oriented Dialog with Semi-supervised Learning and Explicit Policy Injection. AAAI (2022)
Wanwei He, Yinpei Dai, Yinhe Zheng, Yuchuan Wu, Zheng Cao, Dermot Liu, Peng Jiang, Min Yang, Fei Huang, Luo Si, Jian Sun, Yongbin Li
GALAXY: A Generative Pre-trained Model for Task-Oriented Dialog with Semi-Supervised Learning and Explicit Policy Injection. CoRR (2021)
Yida Wang, Yinhe Zheng, Yong Jiang, Minlie Huang
Diversifying Dialog Generation via Adaptive Label Smoothing. CoRR (2021)
Yinhe Zheng, Zikai Chen, Rongsheng Zhang, Shilei Huang, Xiaoxi Mao, Minlie Huang
Stylized Dialogue Response Generation Using Stylized Unpaired Texts. AAAI (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
EVA: An Open-Domain Chinese Dialogue System with Large-Scale Generative Pre-Training. CoRR (2021)
Yinhe Zheng, Guanyi Chen, Xin Liu, Ke Lin
MMChat: Multi-Modal Chat Dataset on Social Media. CoRR (2021)
Jiyang Xie, Zhanyu Ma, Jing-Hao Xue, Guoqiang Zhang, Jian Sun, Yinhe Zheng, Jun Guo
DS-UI: Dual-Supervised Mixture of Gaussian Mixture Models for Uncertainty Inference in Image Recognition. IEEE Trans. Image Process. 30 (2021)
Chen Henry Wu, Yinhe Zheng, Xiaoxi Mao, Minlie Huang
Transferable Persona-Grounded Dialogues via Grounded Minimal Edits. CoRR (2021)
Chen Henry Wu, Yinhe Zheng, Yida Wang, Zhenyu Yang, Minlie Huang
Semantic-Enhanced Explainable Finetuning for Open-Domain Dialogues. CoRR (2021)
Rongsheng Zhang, Yinhe Zheng, Xiaoxi Mao, Minlie Huang
Unsupervised Domain Adaptation with Adapter. CoRR (2021)
Chen Henry Wu, Yinhe Zheng, Xiaoxi Mao, Minlie Huang
Transferable Persona-Grounded Dialogues via Grounded Minimal Edits. EMNLP (1) (2021)
Yida Wang, Yinhe Zheng, Yong Jiang, Minlie Huang
Diversifying Dialog Generation via Adaptive Label Smoothing. ACL/IJCNLP (1) (2021)
Yinhe Zheng, Guanyi Chen, Minlie Huang
Out-of-Domain Detection for Natural Language Understanding in Dialog Systems. IEEE ACM Trans. Audio Speech Lang. Process. 28 (2020)
Guanyi Chen, Yinhe Zheng, Yupei Du
Listener's Social Identity Matters in Personalised Response Generation. CoRR (2020)
Guanyi Chen, Yinhe Zheng, Yupei Du
Listener's Social Identity Matters in Personalised Response Generation. INLG (2020)
Rongsheng Zhang, Yinhe Zheng, Jianzhi Shao, Xiaoxi Mao, Yadong Xi, Minlie Huang
Dialogue Distillation: Open-Domain Dialogue Augmentation Using Unpaired Data. EMNLP (1) (2020)
Yida Wang, Pei Ke, Yinhe Zheng, Kaili Huang, Yong Jiang, Xiaoyan Zhu, Minlie Huang
A Large-Scale Chinese Short-Text Conversation Dataset. NLPCC (1) (2020)
Yida Wang, Pei Ke, Yinhe Zheng, Kaili Huang, Yong Jiang, Xiaoyan Zhu, Minlie Huang
A Large-Scale Chinese Short-Text Conversation Dataset. CoRR (2020)
Yinhe Zheng, Rongsheng Zhang, Minlie Huang, Xiaoxi Mao
A Pre-Training Based Personalized Dialogue Generation Model with Persona-Sparse Data. AAAI (2020)
Rongsheng Zhang, Yinhe Zheng, Jianzhi Shao, Xiaoxi Mao, Yadong Xi, Minlie Huang
Dialogue Distillation: Open-domain Dialogue Augmentation Using Unpaired Data. CoRR (2020)
Yinhe Zheng, Zikai Chen, Rongsheng Zhang, Shilei Huang, Xiaoxi Mao, Minlie Huang
Stylized Dialogue Response Generation Using Stylized Unpaired Texts. CoRR (2020)
Yinhe Zheng, Guanyi Chen, Minlie Huang, Song Liu, Xuan Zhu
Personalized Dialogue Generation with Diversified Traits. CoRR (2019)
Yinhe Zheng, Rongsheng Zhang, Xiaoxi Mao, Minlie Huang
A Pre-training Based Personalized Dialogue Generation Model with Persona-sparse Data. CoRR (2019)
Yinhe Zheng, Guanyi Chen, Minlie Huang
Out-of-domain Detection for Natural Language Understanding in Dialog Systems. CoRR (2019)
Yimeng Zhuang, Jinghui Xie, Yinhe Zheng, Xuan Zhu
Quantifying Context Overlap for Training Word Embeddings. EMNLP (2018)