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2020 – today
- 2024
[j1]Ruosen Li, Teerth Patel, Xinya Du:
PRD: Peer Rank and Discussion Improve Large Language Model based Evaluations. Trans. Mach. Learn. Res. 2024 (2024)- [c27]Xinya Du:
Making Natural Language Reasoning Explainable and Faithful. AAAI 2024: 22664 - [c26]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: 13545-13565 - [c25]Zonglin Yang, Li Dong, Xinya Du, Hao Cheng, Erik Cambria, Xiaodong Liu, Jianfeng Gao, Furu Wei:
Language Models as Inductive Reasoners. EACL (1) 2024: 209-225 - [c24]Milind Choudhary, Xinya Du:
QAEVENT: Event Extraction as Question-Answer Pairs Generation. EACL (Findings) 2024: 1860-1873 - [c23]Liqiang Jing, Ruosen Li, Yunmo Chen, Xinya Du:
FaithScore: Fine-grained Evaluations of Hallucinations in Large Vision-Language Models. EMNLP (Findings) 2024: 5042-5063 - [c22]Zimu Wang, Lei Xia, Wei Xjtlu, Xinya Du:
Document-level Causal Relation Extraction with Knowledge-guided Binary Question Answering. EMNLP (Findings) 2024: 16944-16955 - [i31]Liqiang Jing, Xinya Du:
FGAIF: Aligning Large Vision-Language Models with Fine-grained AI Feedback. CoRR abs/2404.05046 (2024) - [i30]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 abs/2406.12831 (2024) - [i29]Ruosen Li, Barry Wang, Ruochen Li, Xinya Du:
IQA-EVAL: Automatic Evaluation of Human-Model Interactive Question Answering. CoRR abs/2408.13545 (2024) - [i28]Ruochen Li, Teerth Patel, Qingyun Wang, Xinya Du:
MLR-Copilot: Autonomous Machine Learning Research based on Large Language Models Agents. CoRR abs/2408.14033 (2024) - [i27]Liqiang Jing, Zhehui Huang, Xiaoyang Wang, Wenlin Yao, Wenhao Yu, Kaixin Ma, Hongming Zhang, Xinya Du, Dong Yu:
DSBench: How Far Are Data Science Agents to Becoming Data Science Experts? CoRR abs/2409.07703 (2024) - [i26]Bowen Yan, Zhengsong Zhang, Liqiang Jing, Eftekhar Hossain, Xinya Du:
FIHA: Autonomous Hallucination Evaluation in Vision-Language Models with Davidson Scene Graphs. CoRR abs/2409.13612 (2024) - [i25]Zimu Wang, Lei Xia, Wei Wang, Xinya Du:
Document-level Causal Relation Extraction with Knowledge-guided Binary Question Answering. CoRR abs/2410.04752 (2024) - 2023
- [c21]Chi Han, Hengzhi Pei, Xinya Du, Heng Ji:
Zero-Shot Classification by Logical Reasoning on Natural Language Explanations. ACL (Findings) 2023: 8967-8981 - [c20]Zonglin Yang, Xinya Du, Erik Cambria, Claire Cardie:
End-to-end Case-Based Reasoning for Commonsense Knowledge Base Completion. EACL 2023: 3491-3504 - [c19]Chenkai Ma, Xinya Du:
POE: Process of Elimination for Multiple Choice Reasoning. EMNLP 2023: 4487-4496 - [c18]Ruosen Li, Xinya Du:
Leveraging Structured Information for Explainable Multi-hop Question Answering and Reasoning. EMNLP (Findings) 2023: 6779-6789 - [c17]Barry Wang, Xinya Du, Claire Cardie:
Probing Representations for Document-level Event Extraction. EMNLP (Findings) 2023: 12675-12683 - [c16]Chi Han, Qizheng He, Charles Yu, Xinya Du, Hanghang Tong, Heng Ji:
Logical Entity Representation in Knowledge-Graphs for Differentiable Rule Learning. ICLR 2023 - [i24]Zonglin Yang
, Xinya Du, Rui Mao, Jinjie Ni, Erik Cambria:
Logical Reasoning over Natural Language as Knowledge Representation: A Survey. CoRR abs/2303.12023 (2023) - [i23]Chi Han, Qizheng He, Charles Yu, Xinya Du, Hanghang Tong, Heng Ji:
Logical Entity Representation in Knowledge-Graphs for Differentiable Rule Learning. CoRR abs/2305.12738 (2023) - [i22]Ruosen Li, Teerth Patel, Xinya Du:
PRD: Peer Rank and Discussion Improve Large Language Model based Evaluations. CoRR abs/2307.02762 (2023) - [i21]Jishnu Jaykumar P, Kamalesh Palanisamy, Yu-Wei Chao, Xinya Du, Yu Xiang:
Proto-CLIP: Vision-Language Prototypical Network for Few-Shot Learning. CoRR abs/2307.03073 (2023) - [i20]Zonglin Yang, Xinya Du, Junxian Li, Jie Zheng, Soujanya Poria, Erik Cambria:
Large Language Models for Automated Open-domain Scientific Hypotheses Discovery. CoRR abs/2309.02726 (2023) - [i19]Son Quoc Tran, Gia-Huy Do, Phong Nguyen-Thuan Do, Matt Kretchmar, Xinya Du:
AGent: A Novel Pipeline for Automatically Creating Unanswerable Questions. CoRR abs/2309.05103 (2023) - [i18]Barry Wang, Xinya Du, Claire Cardie:
Probing Representations for Document-level Event Extraction. CoRR abs/2310.15316 (2023) - [i17]Chenkai Ma, Xinya Du:
POE: Process of Elimination for Multiple Choice Reasoning. CoRR abs/2310.15575 (2023) - [i16]Liqiang Jing, Ruosen Li, Yunmo Chen, Mengzhao Jia, Xinya Du:
FAITHSCORE: Evaluating Hallucinations in Large Vision-Language Models. CoRR abs/2311.01477 (2023) - [i15]Ruosen Li, Xinya Du:
Leveraging Structured Information for Explainable Multi-hop Question Answering and Reasoning. CoRR abs/2311.03734 (2023) - 2022
- [c15]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: 3960-3975 - [c14]Xinya Du, Sha Li, Heng Ji:
Dynamic Global Memory for Document-level Argument Extraction. ACL (1) 2022: 5264-5275 - [c13]Xinya Du, Heng Ji:
Retrieval-Augmented Generative Question Answering for Event Argument Extraction. EMNLP 2022: 4649-4666 - [i14]Aliva Das, Xinya Du, Barry Wang, Kejian Shi, Jiayuan Gu, Thomas Porter, Claire Cardie:
Automatic Error Analysis for Document-level Information Extraction. CoRR abs/2209.07442 (2022) - [i13]Xinya Du, Sha Li, Heng Ji:
Dynamic Global Memory for Document-level Argument Extraction. CoRR abs/2209.08679 (2022) - [i12]Chi Han, Hengzhi Pei, Xinya Du, Heng Ji:
Zero-Shot Classification by Logical Reasoning on Natural Language Explanations. CoRR abs/2211.03252 (2022) - [i11]Xinya Du, Heng Ji:
Retrieval-Augmented Generative Question Answering for Event Argument Extraction. CoRR abs/2211.07067 (2022) - [i10]Zonglin Yang, Li Dong, Xinya Du, Hao Cheng, Erik Cambria, Xiaodong Liu, Jianfeng Gao, Furu Wei:
Language Models as Inductive Reasoners. CoRR abs/2212.10923 (2022) - 2021
- [b1]Xinya Du:
Towards More Intelligent Extraction of Information from Documents. Cornell University, USA, 2021 - [c12]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: 654-664 - [c11]Xinya Du, Alexander M. Rush, Claire Cardie:
GRIT: Generative Role-filler Transformers for Document-level Event Entity Extraction. EACL 2021: 634-644 - [c10]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: 734-749 - [c9]Xinya Du, Alexander M. Rush, Claire Cardie:
Template Filling with Generative Transformers. NAACL-HLT 2021: 909-914 - [i9]Dian Yu, Luheng He, Yuan Zhang, Xinya Du, Panupong Pasupat, Qi Li:
Few-shot Intent Classification and Slot Filling with Retrieved Examples. CoRR abs/2104.05763 (2021) - 2020
- [c8]Xinya Du, Claire Cardie:
Document-Level Event Role Filler Extraction using Multi-Granularity Contextualized Encoding. ACL 2020: 8010-8020 - [c7]Xinya Du, Claire Cardie:
Event Extraction by Answering (Almost) Natural Questions. EMNLP (1) 2020: 671-683 - [c6]Zonglin Yang, Xinya Du, Alexander M. Rush, Claire Cardie:
Improving Event Duration Prediction via Time-aware Pre-training. EMNLP (Findings) 2020: 3370-3378 - [c5]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: 551-556 - [i8]Xinya Du, Claire Cardie:
Event Extraction by Answering (Almost) Natural Questions. CoRR abs/2004.13625 (2020) - [i7]Xinya Du, Claire Cardie:
Document-Level Event Role Filler Extraction using Multi-Granularity Contextualized Encoding. CoRR abs/2005.06579 (2020) - [i6]Xinya Du, Alexander M. Rush, Claire Cardie:
Document-level Event-based Extraction Using Generative Template-filling Transformers. CoRR abs/2008.09249 (2020) - [i5]Zonglin Yang, Xinya Du, Alexander M. Rush, Claire Cardie:
Improving Event Duration Prediction via Time-aware Pre-training. CoRR abs/2011.02610 (2020)
2010 – 2019
- 2019
- [c4]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: 2347-2356 - [i4]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 abs/1906.08942 (2019) - 2018
- [c3]Xinya Du, Claire Cardie:
Harvesting Paragraph-level Question-Answer Pairs from Wikipedia. ACL (1) 2018: 1907-1917 - [i3]Xinya Du, Claire Cardie:
Harvesting Paragraph-Level Question-Answer Pairs from Wikipedia. CoRR abs/1805.05942 (2018) - 2017
- [c2]Xinya Du, Junru Shao, Claire Cardie:
Learning to Ask: Neural Question Generation for Reading Comprehension. ACL (1) 2017: 1342-1352 - [c1]Xinya Du, Claire Cardie:
Identifying Where to Focus in Reading Comprehension for Neural Question Generation. EMNLP 2017: 2067-2073 - [i2]Xinya Du, Junru Shao, Claire Cardie:
Learning to Ask: Neural Question Generation for Reading Comprehension. CoRR abs/1705.00106 (2017) - 2016
- [i1]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
Coauthor Index
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last updated on 2024-11-15 20:40 CET by the dblp team
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