Topic Segmentation of Web Documents with Automatic Cue Phrase Identification and BLSTM-CNN. - Liang Wang 046; Sujian Li; Xinyan Xiao; Yajuan Lyu (NLPCC/ICCPOL, 2016)

DuReader: a Chinese Machine Reading Comprehension Dataset from Real-world Applications. - Wei He 014; Kai Liu 023; Yajuan Lyu; Shiqi Zhao; Xinyan Xiao; Yuan Liu; Yizhong Wang; Hua Wu 003; Qiaoqiao She; Xuan Liu; Tian Wu; Haifeng Wang 001 (CoRR, 2017)

DuReader: a Chinese Machine Reading Comprehension Dataset from Real-world Applications. - Wei He 014; Kai Liu 023; Jing Liu 022; Yajuan Lyu; Shiqi Zhao; Xinyan Xiao; Yuan Liu; Yizhong Wang; Hua Wu 003; Qiaoqiao She; Xuan Liu; Tian Wu; et al. (QA@ACL, 2018)

Multi-Passage Machine Reading Comprehension with Cross-Passage Answer Verification. - Yizhong Wang; Kai Liu 023; Jing Liu 022; Wei He 014; Yajuan Lyu; Hua Wu 003; Sujian Li; Haifeng Wang 001 (ACL (1), 2018)

Joint Training of Candidate Extraction and Answer Selection for Reading Comprehension. - Zhen Wang; Jiachen Liu; Xinyan Xiao; Yajuan Lyu; Tian Wu (ACL (1), 2018)

Adaptations of ROUGE and BLEU to Better Evaluate Machine Reading Comprehension Task. - An Yang; Kai Liu 023; Jing Liu 022; Yajuan Lyu; Sujian Li (QA@ACL, 2018)

Improving Neural Abstractive Document Summarization with Explicit Information Selection Modeling. - Wei Li 176; Xinyan Xiao; Yajuan Lyu; Yuanzhuo Wang (EMNLP, 2018)

Improving Neural Abstractive Document Summarization with Structural Regularization. - Wei Li 176; Xinyan Xiao; Yajuan Lyu; Yuanzhuo Wang (EMNLP, 2018)

Answer-focused and Position-aware Neural Question Generation. - Xingwu Sun; Jing Liu 022; Yajuan Lyu; Wei He 014; Yanjun Ma; Shi Wang (EMNLP, 2018)

Joint Extraction of Entities and Overlapping Relations Using Position-Attentive Sequence Labeling. - Dai Dai; Xinyan Xiao; Yajuan Lyu; Shan Dou; Qiaoqiao She; Haifeng Wang 001 (AAAI, 2019)

Enhancing Pre-Trained Language Representations with Rich Knowledge for Machine Reading Comprehension. - An Yang; Quan Wang 002; Jing Liu 022; Kai Liu 023; Yajuan Lyu; Hua Wu 003; Qiaoqiao She; Sujian Li (ACL (1), 2019)

Machine Reading Comprehension Using Structural Knowledge Graph-aware Network. - Delai Qiu; Yuanzhe Zhang; Xinwei Feng; Xiangwen Liao; Wenbin Jiang 002; Yajuan Lyu; Kang Liu 001; Jun Zhao 001 (EMNLP/IJCNLP (1), 2019)

DuIE: A Large-Scale Chinese Dataset for Information Extraction. - Shuangjie Li; Wei He; Yabing Shi; Wenbin Jiang 002; Haijin Liang; Ye Jiang; Yang Zhang; Yajuan Lyu; Yong Zhu 004 (NLPCC (2), 2019)

An Overview of the 2019 Language and Intelligence Challenge. - Quan Wang 002; Wenquan Wu; Yabing Shi; Hongyu Li; Zhen Guo; Wei He 014; Hongyu Liu; Ying Chen 011; Yajuan Lyu; Hua Wu 003 (NLPCC (2), 2019)

CoKE: Contextualized Knowledge Graph Embedding. - Quan Wang 002; Pingping Huang; Haifeng Wang 001; Songtai Dai; Wenbin Jiang 002; Jing Liu 022; Yajuan Lyu; Yong Zhu 004; Hua Wu 003 (CoRR, 2019)

Capturing Sentence Relations for Answer Sentence Selection with Multi-Perspective Graph Encoding. - Zhixing Tian; Yuanzhe Zhang; Xinwei Feng; Wenbin Jiang 002; Yajuan Lyu; Kang Liu 001; Jun Zhao 001 (AAAI, 2020)

Event Extraction as Multi-turn Question Answering. - Fayuan Li; Weihua Peng; Yuguang Chen; Quan Wang 002; Lu Pan; Yajuan Lyu; Yong Zhu 004 (EMNLP (Findings), 2020)

Knowledge-Enhanced Named Entity Disambiguation for Short Text. - Zhifan Feng; Qi Wang; Wenbin Jiang 002; Yajuan Lyu; Yong Zhu 004 (AACL/IJCNLP, 2020)

Multi-view Classification Model for Knowledge Graph Completion. - Wenbin Jiang 002; Mengfei Guo; Yufeng Chen 005; Ying Li; Jinan Xu; Yajuan Lyu; Yong Zhu 004 (AACL/IJCNLP, 2020)

DuEE: A Large-Scale Dataset for Chinese Event Extraction in Real-World Scenarios. - Xinyu Li; Fayuan Li; Lu Pan; Yuguang Chen; Weihua Peng; Quan Wang 002; Yajuan Lyu; Yong Zhu 004 (NLPCC (2), 2020)

Entity Structure Within and Throughout: Modeling Mention Dependencies for Document-Level Relation Extraction. - Benfeng Xu; Quan Wang 002; Yajuan Lyu; Yong Zhu 004; Zhendong Mao 001 (AAAI, 2021)

Link Prediction on N-ary Relational Facts: A Graph-based Approach. - Quan Wang 002; Haifeng Wang 001; Yajuan Lyu; Yong Zhu 004 (ACL/IJCNLP (Findings), 2021)

BDKG at MEDIQA 2021: System Report for the Radiology Report Summarization Task. - Songtai Dai; Quan Wang 002; Yajuan Lyu; Yong Zhu 004 (BioNLP@NAACL-HLT, 2021)

Building Chinese Biomedical Language Models via Multi-Level Text Discrimination. - Quan Wang 002; Songtai Dai; Benfeng Xu; Yajuan Lyu; Yong Zhu 004; Hua Wu 003; Haifeng Wang 001 (CoRR, 2021)

Complex Evolutional Pattern Learning for Temporal Knowledge Graph Reasoning. - Zixuan Li 001; Saiping Guan; Xiaolong Jin 001; Weihua Peng; Yajuan Lyu; Yong Zhu 004; Long Bai 002; Wei Li 176; Jiafeng Guo; Xueqi Cheng (ACL (2), 2022)

Learn and Review: Enhancing Continual Named Entity Recognition via Reviewing Synthetic Samples. - Yu Xia; Quan Wang 002; Yajuan Lyu; Yong Zhu 004; Wenhao Wu; Sujian Li; Dai Dai (ACL (Findings), 2022)

Hierarchical Representation-based Dynamic Reasoning Network for Biomedical Question Answering. - Jianguo Mao; Jiyuan Zhang; Zengfeng Zeng; Weihua Peng; Wenbin Jiang 002; Xiangdong Wang; Hong Liu 007; Yajuan Lyu (COLING, 2022)

A Transition-based Method for Complex Question Understanding. - Yu Xia; Wenbin Jiang 002; Yajuan Lyu; Sujian Li (COLING, 2022)

HiSMatch: Historical Structure Matching based Temporal Knowledge Graph Reasoning. - Zixuan Li 001; Zhongni Hou; Saiping Guan; Xiaolong Jin 001; Weihua Peng; Long Bai 002; Yajuan Lyu; Wei Li 176; Jiafeng Guo; Xueqi Cheng (EMNLP (Findings), 2022)

Explainable Question Answering based on Semantic Graph by Global Differentiable Learning and Dynamic Adaptive Reasoning. - Jianguo Mao; Wenbin Jiang 002; Xiangdong Wang; Hong Liu 007; Yu Xia; Yajuan Lyu; Qiaoqiao She (EMNLP, 2022)

Precisely the Point: Adversarial Augmentations for Faithful and Informative Text Generation. - Wenhao Wu; Wei Li 176; Jiachen Liu; Xinyan Xiao; Sujian Li; Yajuan Lyu (EMNLP, 2022)

CLOP: Video-and-Language Pre-Training with Knowledge Regularizations. - Guohao Li 002; Hu Yang; Feng He; Zhifan Feng; Yajuan Lyu; Hua Wu 003; Haifeng Wang 001 (ACM Multimedia, 2022)

Dynamic Multistep Reasoning based on Video Scene Graph for Video Question Answering. - Jianguo Mao; Wenbin Jiang 002; Xiangdong Wang; Zhifan Feng; Yajuan Lyu; Hong Liu 007; Yong Zhu 004 (NAACL-HLT, 2022)

EmRel: Joint Representation of Entities and Embedded Relations for Multi-triple Extraction. - Benfeng Xu; Quan Wang 002; Yajuan Lyu; Yabing Shi; Yong Zhu 004; Jie Gao; Zhendong Mao 001 (NAACL-HLT, 2022)

Mixture of Experts for Biomedical Question Answering. - Damai Dai; Wenbin Jiang 002; Jiyuan Zhang; Weihua Peng; Yajuan Lyu; Zhifang Sui; Baobao Chang; Yong Zhu 004 (CoRR, 2022)

Neural Knowledge Bank for Pretrained Transformers. - Damai Dai; Wenbin Jiang 002; Qingxiu Dong; Yajuan Lyu; Qiaoqiao She; Zhifang Sui (CoRR, 2022)

UPainting: Unified Text-to-Image Diffusion Generation with Cross-modal Guidance. - Wei Li 176; Xue Xu; Xinyan Xiao; Jiachen Liu; Hu Yang; Guohao Li 002; Zhanpeng Wang; Zhifan Feng; Qiaoqiao She; Yajuan Lyu; Hua Wu 003 (CoRR, 2022)

Inferential Knowledge-Enhanced Integrated Reasoning for Video Question Answering. - Jianguo Mao; Wenbin Jiang 002; Hong Liu 007; Xiangdong Wang; Yajuan Lyu (AAAI, 2023)

WeCheck: Strong Factual Consistency Checker via Weakly Supervised Learning. - Wenhao Wu; Wei Li 176; Xinyan Xiao; Jiachen Liu; Sujian Li; Yajuan Lyu (ACL (1), 2023)

S2ynRE: Two-stage Self-training with Synthetic data for Low-resource Relation Extraction. - Benfeng Xu; Quan Wang 002; Yajuan Lyu; Dai Dai; Yongdong Zhang 001; Zhendong Mao 001 (ACL (1), 2023)

IM-TQA: A Chinese Table Question Answering Dataset with Implicit and Multi-type Table Structures. - Mingyu Zheng; Yang Hao; Wenbin Jiang 002; Zheng Lin 001; Yajuan Lyu; Qiaoqiao She; Weiping Wang 005 (ACL (1), 2023)

Semantic-Driven Instance Generation for Table Question Answering. - Shuai Ma; Wenbin Jiang 002; Xiang Ao 001; Meng Tian; Xinwei Feng; Yajuan Lyu; Qiaoqiao She; Qing He 003 (DASFAA (1), 2023)

Chain-of-Thought Reasoning in Tabular Language Models. - Mingyu Zheng; Hao Yang; Wenbin Jiang 002; Zheng Lin 001; Yajuan Lyu; Qiaoqiao She; Weiping Wang 005 (EMNLP (Findings), 2023)

$k$NN Prompting: Beyond-Context Learning with Calibration-Free Nearest Neighbor Inference. - Benfeng Xu; Quan Wang 002; Zhendong Mao 001; Yajuan Lyu; Qiaoqiao She; Yongdong Zhang 001 (ICLR, 2023)

Neural Knowledge Bank for Pretrained Transformers. - Damai Dai; Wenbin Jiang 002; Qingxiu Dong; Yajuan Lyu; Zhifang Sui (NLPCC (2), 2023)

Mixture-of-Experts for Biomedical Question Answering. - Damai Dai; Wenbin Jiang 002; Jiyuan Zhang; Yajuan Lyu; Zhifang Sui; Baobao Chang (NLPCC (1), 2023)

kNN Prompting: Beyond-Context Learning with Calibration-Free Nearest Neighbor Inference. - Benfeng Xu; Quan Wang 002; Zhendong Mao 001; Yajuan Lyu; Qiaoqiao She; Yongdong Zhang 001 (CoRR, 2023)

FactGen: Faithful Text Generation by Factuality-aware Pre-training and Contrastive Ranking Fine-tuning. - Zhibin Lan; Wei Li 176; Jinsong Su; Xinyan Xiao; Jiachen Liu; Wenhao Wu; Yajuan Lyu (J. Artif. Intell. Res., 2023)