| 2023 | AAAI | Inferential Knowledge-Enhanced Integrated Reasoning for Video Question Answering. | Jianguo Mao, Wenbin Jiang, Hong Liu, Xiangdong Wang, Yajuan Lyu |
| 2023 | ACL | WeCheck: Strong Factual Consistency Checker via Weakly Supervised Learning. | Wenhao Wu, Wei Li, Xinyan Xiao, Jiachen Liu, Sujian Li, Yajuan Lyu |
| 2023 | ACL | S2ynRE: Two-stage Self-training with Synthetic data for Low-resource Relation Extraction. | Benfeng Xu, Quan Wang, Yajuan Lyu, Dai Dai, Yongdong Zhang, Zhendong Mao |
| 2023 | ACL | IM-TQA: A Chinese Table Question Answering Dataset with Implicit and Multi-type Table Structures. | Mingyu Zheng, Yang Hao, Wenbin Jiang, Zheng Lin, Yajuan Lyu, Qiaoqiao She, Weiping Wang |
| 2023 | DASFAA | Semantic-Driven Instance Generation for Table Question Answering. | Shuai Ma, Wenbin Jiang, Xiang Ao, Meng Tian, Xinwei Feng, Yajuan Lyu, Qiaoqiao She, Qing He |
| 2023 | EMNLP | Chain-of-Thought Reasoning in Tabular Language Models. | Mingyu Zheng, Hao Yang, Wenbin Jiang, Zheng Lin, Yajuan Lyu, Qiaoqiao She, Weiping Wang |
| 2023 | ICLR | $k$NN Prompting: Beyond-Context Learning with Calibration-Free Nearest Neighbor Inference. | Benfeng Xu, Quan Wang, Zhendong Mao, Yajuan Lyu, Qiaoqiao She, Yongdong Zhang |
| 2022 | ACL | Complex Evolutional Pattern Learning for Temporal Knowledge Graph Reasoning. | Zixuan Li, Saiping Guan, Xiaolong Jin, Weihua Peng, Yajuan Lyu, Yong Zhu, Long Bai, Wei Li, Jiafeng Guo, Xueqi Cheng |
| 2022 | ACL | Learn and Review: Enhancing Continual Named Entity Recognition via Reviewing Synthetic Samples. | Yu Xia, Quan Wang, Yajuan Lyu, Yong Zhu, Wenhao Wu, Sujian Li, Dai Dai |
| 2022 | COLING | Hierarchical Representation-based Dynamic Reasoning Network for Biomedical Question Answering. | Jianguo Mao, Jiyuan Zhang, Zengfeng Zeng, Weihua Peng, Wenbin Jiang, Xiangdong Wang, Hong Liu, Yajuan Lyu |
| 2022 | COLING | A Transition-based Method for Complex Question Understanding. | Yu Xia, Wenbin Jiang, Yajuan Lyu, Sujian Li |
| 2022 | EMNLP | HiSMatch: Historical Structure Matching based Temporal Knowledge Graph Reasoning. | Zixuan Li, Zhongni Hou, Saiping Guan, Xiaolong Jin, Weihua Peng, Long Bai, Yajuan Lyu, Wei Li, Jiafeng Guo, Xueqi Cheng |
| 2022 | EMNLP | Explainable Question Answering based on Semantic Graph by Global Differentiable Learning and Dynamic Adaptive Reasoning. | Jianguo Mao, Wenbin Jiang, Xiangdong Wang, Hong Liu, Yu Xia, Yajuan Lyu, Qiaoqiao She |
| 2022 | EMNLP | Precisely the Point: Adversarial Augmentations for Faithful and Informative Text Generation. | Wenhao Wu, Wei Li, Jiachen Liu, Xinyan Xiao, Sujian Li, Yajuan Lyu |
| 2022 | NAACL | Dynamic Multistep Reasoning based on Video Scene Graph for Video Question Answering. | Jianguo Mao, Wenbin Jiang, Xiangdong Wang, Zhifan Feng, Yajuan Lyu, Hong Liu, Yong Zhu |
| 2022 | NAACL | EmRel: Joint Representation of Entities and Embedded Relations for Multi-triple Extraction. | Benfeng Xu, Quan Wang, Yajuan Lyu, Yabing Shi, Yong Zhu, Jie Gao, Zhendong Mao |
| 2021 | AAAI | Entity Structure Within and Throughout: Modeling Mention Dependencies for Document-Level Relation Extraction. | Benfeng Xu, Quan Wang, Yajuan Lyu, Yong Zhu, Zhendong Mao |
| 2021 | ACL | Link Prediction on N-ary Relational Facts: A Graph-based Approach. | Quan Wang, Haifeng Wang, Yajuan Lyu, Yong Zhu |
| 2020 | AAAI | Capturing Sentence Relations for Answer Sentence Selection with Multi-Perspective Graph Encoding. | Zhixing Tian, Yuanzhe Zhang, Xinwei Feng, Wenbin Jiang, Yajuan Lyu, Kang Liu, Jun Zhao |
| 2020 | EMNLP | Event Extraction as Multi-turn Question Answering. | Fayuan Li, Weihua Peng, Yuguang Chen, Quan Wang, Lu Pan, Yajuan Lyu, Yong Zhu |
| 2020 | IJCNLP | Knowledge-Enhanced Named Entity Disambiguation for Short Text. | Zhifan Feng, Qi Wang, Wenbin Jiang, Yajuan Lyu, Yong Zhu |
| 2020 | IJCNLP | Multi-view Classification Model for Knowledge Graph Completion. | Wenbin Jiang, Mengfei Guo, Yufeng Chen, Ying Li, Jinan Xu, Yajuan Lyu, Yong Zhu |
| 2019 | AAAI | Joint Extraction of Entities and Overlapping Relations Using Position-Attentive Sequence Labeling. | Dai Dai, Xinyan Xiao, Yajuan Lyu, Shan Dou, Qiaoqiao She, Haifeng Wang |
| 2019 | ACL | Enhancing Pre-Trained Language Representations with Rich Knowledge for Machine Reading Comprehension. | An Yang, Quan Wang, Jing Liu, Kai Liu, Yajuan Lyu, Hua Wu, Qiaoqiao She, Sujian Li |
| 2019 | EMNLP | Machine Reading Comprehension Using Structural Knowledge Graph-aware Network. | Delai Qiu, Yuanzhe Zhang, Xinwei Feng, Xiangwen Liao, Wenbin Jiang, Yajuan Lyu, Kang Liu, Jun Zhao |
| 2018 | ACL | DuReader: a Chinese Machine Reading Comprehension Dataset from Real-world Applications. | Wei He, Kai Liu, Jing Liu, Yajuan Lyu, Shiqi Zhao, Xinyan Xiao, Yuan Liu, Yizhong Wang, Hua Wu, Qiaoqiao She, Xuan Liu, Tian Wu, Haifeng Wang |
| 2018 | ACL | Multi-Passage Machine Reading Comprehension with Cross-Passage Answer Verification. | Yizhong Wang, Kai Liu, Jing Liu, Wei He, Yajuan Lyu, Hua Wu, Sujian Li, Haifeng Wang |
| 2018 | ACL | Joint Training of Candidate Extraction and Answer Selection for Reading Comprehension. | Zhen Wang, Jiachen Liu, Xinyan Xiao, Yajuan Lyu, Tian Wu |
| 2018 | ACL | Adaptations of ROUGE and BLEU to Better Evaluate Machine Reading Comprehension Task. | An Yang, Kai Liu, Jing Liu, Yajuan Lyu, Sujian Li |
| 2018 | EMNLP | Improving Neural Abstractive Document Summarization with Explicit Information Selection Modeling. | Wei Li, Xinyan Xiao, Yajuan Lyu, Yuanzhuo Wang |
| 2018 | EMNLP | Improving Neural Abstractive Document Summarization with Structural Regularization. | Wei Li, Xinyan Xiao, Yajuan Lyu, Yuanzhuo Wang |
| 2018 | EMNLP | Answer-focused and Position-aware Neural Question Generation. | Xingwu Sun, Jing Liu, Yajuan Lyu, Wei He, Yanjun Ma, Shi Wang |