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Xinya Du
Publication Activity (10 Years)
Years Active: 2016-2023
Publications (10 Years): 45
Top Topics
Language Model
Event Extraction
Question Answering
Metadata
Top Venues
CoRR
ACL (1)
EMNLP
EMNLP (Findings)
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Publications
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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)