Xinya Du

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 52

Top Topics

Structured Information

Question Answering

Event Extraction

Top Venues

EMNLP (Findings)

Publications

Liqiang Jing, Xinya Du
FGAIF: Aligning Large Vision-Language Models with Fine-grained AI Feedback. CoRR (2024)
Milind Choudhary, Xinya Du
QAEVENT: Event Extraction as Question-Answer Pairs Generation. EACL (Findings) (2024)
Zonglin Yang, Xinya Du, Junxian Li, Jie Zheng, Soujanya Poria, Erik Cambria
Large Language Models for Automated Open-domain Scientific Hypotheses Discovery. ACL (Findings) (2024)
Zonglin Yang, Li Dong, Xinya Du, Hao Cheng, Erik Cambria, Xiaodong Liu, Jianfeng Gao, Furu Wei
Language Models as Inductive Reasoners. EACL (1) (2024)
Xinya Du
Making Natural Language Reasoning Explainable and Faithful. AAAI (2024)
Ruosen Li, Teerth Patel, Xinya Du
PRD: Peer Rank and Discussion Improve Large Language Model based Evaluations. Trans. Mach. Learn. Res. 2024 (2024)
Jing Gu, Yuwei Fang, Ivan Skorokhodov, Peter Wonka, Xinya Du, Sergey Tulyakov, Xin Eric Wang
VIA: A Spatiotemporal Video Adaptation Framework for Global and Local Video Editing. CoRR (2024)
Son Quoc Tran, Gia-Huy Do, Phong Nguyen-Thuan Do, Matt Kretchmar, Xinya Du
AGent: A Novel Pipeline for Automatically Creating Unanswerable Questions. CoRR (2023)
Zonglin Yang, Xinya Du, Rui Mao, Jinjie Ni, Erik Cambria
Logical Reasoning over Natural Language as Knowledge Representation: A Survey. CoRR (2023)
Zonglin Yang, Xinya Du, Junxian Li, Jie Zheng, Soujanya Poria, Erik Cambria
Large Language Models for Automated Open-domain Scientific Hypotheses Discovery. CoRR (2023)
Liqiang Jing, Ruosen Li, Yunmo Chen, Mengzhao Jia, Xinya Du
FAITHSCORE: Evaluating Hallucinations in Large Vision-Language Models. CoRR (2023)
Chi Han, Hengzhi Pei, Xinya Du, Heng Ji
Zero-Shot Classification by Logical Reasoning on Natural Language Explanations. ACL (Findings) (2023)
Ruosen Li, Xinya Du
Leveraging Structured Information for Explainable Multi-hop Question Answering and Reasoning. EMNLP (Findings) (2023)
Jishnu Jaykumar P, Kamalesh Palanisamy, Yu-Wei Chao, Xinya Du, Yu Xiang
Proto-CLIP: Vision-Language Prototypical Network for Few-Shot Learning. CoRR (2023)
Chenkai Ma, Xinya Du
POE: Process of Elimination for Multiple Choice Reasoning. EMNLP (2023)
Barry Wang, Xinya Du, Claire Cardie
Probing Representations for Document-level Event Extraction. CoRR (2023)
Chenkai Ma, Xinya Du
POE: Process of Elimination for Multiple Choice Reasoning. CoRR (2023)
Chi Han, Qizheng He, Charles Yu, Xinya Du, Hanghang Tong, Heng Ji
Logical Entity Representation in Knowledge-Graphs for Differentiable Rule Learning. CoRR (2023)
Barry Wang, Xinya Du, Claire Cardie
Probing Representations for Document-level Event Extraction. EMNLP (Findings) (2023)
Ruosen Li, Teerth Patel, Xinya Du
PRD: Peer Rank and Discussion Improve Large Language Model based Evaluations. CoRR (2023)
Ruosen Li, Xinya Du
Leveraging Structured Information for Explainable Multi-hop Question Answering and Reasoning. CoRR (2023)
Chi Han, Qizheng He, Charles Yu, Xinya Du, Hanghang Tong, Heng Ji
Logical Entity Representation in Knowledge-Graphs for Differentiable Rule Learning. ICLR (2023)
Zonglin Yang, Xinya Du, Erik Cambria, Claire Cardie
End-to-end Case-Based Reasoning for Commonsense Knowledge Base Completion. EACL (2023)
Xinya Du, Heng Ji
Retrieval-Augmented Generative Question Answering for Event Argument Extraction. CoRR (2022)
Chi Han, Hengzhi Pei, Xinya Du, Heng Ji
Zero-Shot Classification by Logical Reasoning on Natural Language Explanations. CoRR (2022)
Aliva Das, Xinya Du, Barry Wang, Kejian Shi, Jiayuan Gu, Thomas Porter, Claire Cardie
Automatic Error Analysis for Document-level Information Extraction. CoRR (2022)
Zonglin Yang, Li Dong, Xinya Du, Hao Cheng, Erik Cambria, Xiaodong Liu, Jianfeng Gao, Furu Wei
Language Models as Inductive Reasoners. CoRR (2022)
Xinya Du, Heng Ji
Retrieval-Augmented Generative Question Answering for Event Argument Extraction. EMNLP (2022)
Aliva Das, Xinya Du, Barry Wang, Kejian Shi, Jiayuan Gu, Thomas Porter, Claire Cardie
Automatic Error Analysis for Document-level Information Extraction. ACL (1) (2022)
Xinya Du, Sha Li, Heng Ji
Dynamic Global Memory for Document-level Argument Extraction. CoRR (2022)
Xinya Du, Sha Li, Heng Ji
Dynamic Global Memory for Document-level Argument Extraction. ACL (1) (2022)
Xinya Du, Alexander M. Rush, Claire Cardie
GRIT: Generative Role-filler Transformers for Document-level Event Entity Extraction. EACL (2021)
Dian Yu, Luheng He, Yuan Zhang, Xinya Du, Panupong Pasupat, Qi Li
Few-shot Intent Classification and Slot Filling with Retrieved Examples. NAACL-HLT (2021)
Xinya Du, Luheng He, Qi Li, Dian Yu, Panupong Pasupat, Yuan Zhang
QA-Driven Zero-shot Slot Filling with Weak Supervision Pretraining. ACL/IJCNLP (2) (2021)
Xinya Du, Alexander M. Rush, Claire Cardie
Template Filling with Generative Transformers. NAACL-HLT (2021)
Dian Yu, Luheng He, Yuan Zhang, Xinya Du, Panupong Pasupat, Qi Li
Few-shot Intent Classification and Slot Filling with Retrieved Examples. CoRR (2021)
Xinya Du, Claire Cardie
Document-Level Event Role Filler Extraction using Multi-Granularity Contextualized Encoding. ACL (2020)
Xinya Du, Claire Cardie
Document-Level Event Role Filler Extraction using Multi-Granularity Contextualized Encoding. CoRR (2020)
Zonglin Yang, Xinya Du, Alexander M. Rush, Claire Cardie
Improving Event Duration Prediction via Time-aware Pre-training. CoRR (2020)
Xinya Du, Alexander M. Rush, Claire Cardie
Document-level Event-based Extraction Using Generative Template-filling Transformers. CoRR (2020)
Zonglin Yang, Xinya Du, Alexander M. Rush, Claire Cardie
Improving Event Duration Prediction via Time-aware Pre-training. EMNLP (Findings) (2020)
Xinya Du, Claire Cardie
Event Extraction by Answering (Almost) Natural Questions. CoRR (2020)
Xinya Du, Claire Cardie
Event Extraction by Answering (Almost) Natural Questions. EMNLP (1) (2020)
Xinya Du, Ahmed Hassan Awadallah, Adam Fourney, Robert Sim, Paul N. Bennett, Claire Cardie
Leveraging Structured Metadata for Improving Question Answering on the Web. AACL/IJCNLP (2020)
Xinya Du, Bhavana Dalvi Mishra, Niket Tandon, Antoine Bosselut, Wen-tau Yih, Peter Clark, Claire Cardie
Be Consistent! Improving Procedural Text Comprehension using Label Consistency. NAACL-HLT (1) (2019)
Xinya Du, Bhavana Dalvi Mishra, Niket Tandon, Antoine Bosselut, Wen-tau Yih, Peter Clark, Claire Cardie
Be Consistent! Improving Procedural Text Comprehension using Label Consistency. CoRR (2019)
Xinya Du, Claire Cardie
Harvesting Paragraph-level Question-Answer Pairs from Wikipedia. ACL (1) (2018)
Xinya Du, Claire Cardie
Harvesting Paragraph-Level Question-Answer Pairs from Wikipedia. CoRR (2018)
Xinya Du, Junru Shao, Claire Cardie
Learning to Ask: Neural Question Generation for Reading Comprehension. CoRR (2017)
Xinya Du, Junru Shao, Claire Cardie
Learning to Ask: Neural Question Generation for Reading Comprehension. ACL (1) (2017)
Xinya Du, Claire Cardie
Identifying Where to Focus in Reading Comprehension for Neural Question Generation. EMNLP (2017)
Vlad Niculae, Kai Sun, Xilun Chen, Yao Cheng, Xinya Du, Esin Durmus, Arzoo Katiyar, Claire Cardie
Cornell Belief and Sentiment System at TAC 2016. TAC (2016)