2023

Mingxu Tao, Yansong Feng, Dongyan Zhao. Can BERT Refrain from Forgetting on Sequential Tasks? A Probing Study. ICLR 2023. [LINK]

Jinpeng Li, Yingce Xia, Xin Cheng, Dongyan Zhao, Rui Yan. Learning Disentangled Representation via Domain Adaptation for Dialogue Summarization. WWW 2023.

Yiduo Guo, Bing Liu, Dongyan Zhao. Dealing with Changing Training Bias in Replay for Online Continual Learning. CVPR 2023.

2022

Yueqian Wang, Chang Liu, Kai Chen, Xi Wang, Dongyan Zhao. SMASH: Improving SMAll Language Models’ Few-SHot Ability with Prompt-Based Distillation. EMNLP 2022 Findings. [LINK]

Chang Liu, Chongyang Tao, Jianxin Liang, Tao Shen, Jiazhan Feng, Quzhe Huang and Dongyan Zhao. Rethinking Task-Specific Knowledge Distillation: Contextualized Corpus as Better Textbook. EMNLP 2022. [LINK]

Xiao Liu, Yansong Feng, Jizhi Tang, Chengang Hu, Dongyan Zhao. Counterfactual Recipe Generation: Exploring Compositional Generalization in a Realistic Scenario. EMNLP 2022. [LINK]

Zhenwei An, Quzhe Huang, Yansong Feng,Dongyan Zhao. Do Charge Prediction Models. EMNLP 2022. [LINK]

Xueliang Zhao*, Yuxuan Wang*, Chongyang Tao, Chenshuo Wang, Dongyan Zhao. Collaborative Reasoning on Multi-Modal Semantic Graphs for Video-Grounded Dialogue Generation. EMNLP 2022 Findings. [LINK]

Jiduan Liu, Jiahao Liu, Yang Yang, Jingang Wang, Wei Wu, Dongyan Zhao, Rui Yan. GNN-encoder: Learning a Dual-encoder Architecture via Graph Neural Networks for Dense Passage Retrieval. EMNLP 2022 Findings. [LINK]

Zhen Li, Jiazhan Feng, Chongyang Tao, and Dongyan Zhao. Training Two-Stage Knowledge-Grounded Dialogues with Attention Feedback.  NLPCC 2022. [LINK]

安震威，来雨轩，冯岩松。面向法律文书的自然语言理解。中文信息学报。[LINK]

Haowei Du, Quzhe Huang, Chen Zhang, and Dongyan Zhao. Knowledge-enhanced Iterative Instruction Generation and Reasoning for Knowledge Base Question Answering. NLPCC 2022. [LINK]

Nan Hu, Zirui Wu, Yuxuan Lai, Xiao Liu, Yansong Feng. Dual-Channel Evidence Fusion for Fact Verification over Texts and Tables. NAACL 2022. [LINK]

Nan Hu, Zirui Wu, Yuxuan Lai, Chen Zhang, Yansong Feng. UnifEE: Unified Evidence Extraction for Fact Verification. EACL 2022.

Zhibin Chen, Yansong Feng, Dongyan Zhao. Entailment graph learning with textual entailment and soft transitivity. ACL 2022. [LINK]

Chang Liu, Xu Tan, Chongyang Tao, Zhenxin Fu, Dongyan Zhao, Tie-Yan Liu and Rui Yan. ProphetChat: Enhancing Dialogue Generation with Simulation of Future Conversation. ACL 2022. [LINK]

Chang Liu, Chongyang Tao, Jiazhan Feng and Dongyan Zhao. Multi-Granularity Structural Knowledge Distillation for Language Model Compression. ACL 2022. [LINK]

Xiao Liu, Da Yin, Yansong Feng, Dongyan Zhao. Things not written in text: Exploring spatial commonsense from visual signals.  ACL 2022. [LINK]

Quzhe Huang, Shibo Hao, Yuan Ye, Shengqi Zhu, Yansong Feng, Dongyan Zhao. Does Recommend-Revise Produce Reliable Annotations? An Analysis on Missing Instances in DocRED. ACL 2022. [LINK]

Jiazhan Feng, Chongyang Tao, Zhen Li*, Chang Liu, Tao Shen and Dongyan Zhao. Reciprocal Learning of Knowledge Retriever and Response Ranker for Knowledge-Grounded Conversations. COLING 2022. [LINK]

Jiazhan Feng, Chongyang Tao, Chang Liu, Rui Yan and Dongyan Zhao. How to Represent Context Better? An Empirical Study on Context Modeling for Multi-turn Response Selection. EMNLP 2022 Findings. [LINK]

2021

Zhibin Chen, Yuting Wu, Yansong Feng, Dongyan Zhao. Integrating Manifold Knowledge for Global Entity Linking with Heterogeneous Graphs. CCKS 2021. [LINK]

Chen Zhang, Yuxuan Lai, Yansong Feng, Dongyan Zhao. Extract, Integrate, Compete: Towards Verification Style Reading Comprehension. EMNLP 2021 Findings. [LINK]

Haowei Du, Jizhi Tang, and Dongyan Zhao. Sentence Ordering by Context-enhanced Pairwise Comparison. NLPCC 2021. [LINK]

Jinpeng Li, Yingce Xia, Hongda Sun, Dongyan Zhao, Tie-yan Liu, Rui Yan. Stylized Dialogue Generation with Multi-Pass Dual Learning. NeurIPS 2021.[LINK]

Juntao Li*, Chang Liu*, Chongyang Tao, Zhangming Chan, Dongyan Zhao, Min Zhang, Rui Yan. Dialogue History Matters！ Personalized Response Selection in Multi-Turn Retrieval-Based Chatbots. TOIS 2021. [LINK]

Ruijian Xu, Chongyang Tao, Jiazhan Feng, Wei Wu, Rui Yan, Dongyan Zhao. Response Ranking with Multi-types of Deep Interactive Representations in Retrieval-based Dialogues. TOIS 2021. [LINK]

Quzhe Huang, Shengqi Zhu, Yansong Feng, Yuan Ye, Yuxuan Lai, Dongyan Zhao. Exploring Distantly-Labeled Rationales in Neural Network Models. ACL 2021. [LINK]

Quzhe Huang, Shengqi Zhu, Yansong Feng, Yuan Ye, Yuxuan Lai, Dongyan Zhao. Three Sentences Are All You Need: Local Path Enhanced Document Relation Extraction. ACL 2021. [LINK]

Xiao Liu, Da Yin, Yansong Feng, Yuting Wu, Dongyan Zhao. Everything has a cause: Leveraging causal inference in legal text analysis. NAACL 2021. [LINK]

Ruijian Xu, Chongyang Tao, Daxin Jiang, Xueliang Zhao, Dongyan Zhao, Rui Yan. Learning an effective context-response matching model with self-supervised tasks for retrieval-based dialogues. AAAI 2021. [LINK]

2020

Juntao Li*, Chang Liu*, Jian Wang, Lidong Bing, Hongsong Li, Xiaozhong Liu, Dongyan Zhao, Rui Yan. Cross-Lingual Low-Resource Set-to-Description Retrieval for Global E-Commerce. AAAI 2020. [LINK]

2019