
Publications
![]() |
ScisummNet: A Large Annotated Corpus and Content-Impact Models for Scientific Paper Summarization with Citation Networks
Michihiro Yasunaga, Jungo Kasai, Rui Zhang, Alexander Fabbri, Irene Li, Dan Friedman, and Dragomir Radev Proceedings of AAAI 2019 PDF BibTex |
![]() |
What Should I Learn First: Introducing LectureBank for NLP Education and Prerequisite Chain Learning
Irene Li, Alexander Fabbri, Robert Tung, and Dragomir Radev Proceedings of AAAI 2019 |
![]() |
TopicEq: A Joint Topic and Mathematical Equation Model for Scientific Texts
Michihiro Yasunaga and John Lafferty Proceedings of AAAI 2019 BibTex |
The CL-SciSumm Shared Task 2018: Results and Key Insights
Kokil Jaidka and Michihiro Yasunaga and Muthu Kumar Chandrasekaran and Dragomir Radev and Min-Yen Kan Proceedings of the 3rd Joint Workshop on Bibliometric-enhanced Information Retrieval and Natural Language Processing for Digital Libraries (BIRNDL) PDF BibTex | |
![]() |
Spider: A Large-Scale Human-Labeled Dataset for Complex and Cross-Domain Semantic Parsing and Text-to-SQL Task
Tao Yu, Rui Zhang, Kai Yang, Michihiro Yasunaga, Dongxu Wang, Zifan Li, James Ma, Irene Li, Qingning Yao, Shanelle Roman, Zilin Zhang, and Dragomir Radev Proceedings of EMNLP 2018 PDF BibTex Code |
![]() |
SyntaxSQLNet: Syntax Tree Networks for Complex and Cross-Domain Text-to-SQL Task
Tao Yu, Michihiro Yasunaga, Kai Yang, Rui Zhang, Dongxu Wang, Zifan Li, and Dragomir Radev Proceedings of EMNLP 2018 PDF BibTex Code |
![]() |
TutorialBank: Using a Manually-Collected Corpus for Prerequisite Chains, Survey Extraction and Resource Recommendation
Alexander Fabbri, Irene Li, Prawat Trairatvorakul, Yijiao He, Weitai Ting, Robert Tung, Caitlin Westerfield and Dragomir Radev Proceedings of ACL 2018 PDF BibTex Code |
![]() |
Improving Text-to-SQL Evaluation Methodology
Catherine Finegan-Dollak, Jonathan K. Kummerfeld, Li Zhang, Karthik Ramanathan Dhanalakshmi Ramanathan, Sesh Sadasivam, Rui Zhang and Dragomir Radev Proceedings of ACL 2018 PDF BibTex Code |
![]() |
Neural Coreference Resolution with Deep Biaffine Attention by Joint Mention Detection and Mention Clustering
Rui Zhang, Cicero Nogueira dos Santos, Michihiro Yasunaga, Bing Xiang and Dragomir Radev Proceedings of ACL 2018, Short PDF BibTex |
![]() |
TypeSQL: Knowledge-based Type-Aware Neural Text-to-SQL Generation
Tao Yu, Zifan Li, Zilin Zhang, Rui Zhang, and Dragomir Radev Proceedings of NAACL 2018, Short PDF BibTex Code |
![]() |
Robust Multilingual Part-of-Speech Tagging via Adversarial Training
Michihiro Yasunaga, Jungo Kasai, and Dragomir Radev Proceedings of NAACL 2018 PDF BibTex Code |
![]() |
End-to-end Graph-based TAG Parsing with Neural Networks
Jungo Kasai, Robert Frank, Pauli Xu, William Merrill, and Owen Rambow Proceedings of NAACL 2018 PDF BibTex Code |
![]() |
Sentence Ordering using Recurrent Neural Networks
Lajanugen Logeswaran, Honglak Lee, and Dragomir Radev Proceedings of AAAI 2018 PDF BibTex |
![]() |
Addressee and Response Selection in Multi-Party Conversations with Speaker Interaction RNNs
Rui Zhang, Honglak Lee, Lazaros Polymenakos, and Dragomir Radev Proceedings of AAAI 2018 PDF BibTex Code |
Cross-lingual Sentiment Transfer with Limited Resources
Mohammad Sadegh Rasooli, Noura Farra, Axinia Radeva, Tao Yu, and Kathleen McKeown Machine Translation, 2017 PDF BibTex Code | |
![]() |
Graph-based Neural Multi-Document Summarization
Michihiro Yasunaga, Rui Zhang, Kshitijh Meelu, Ayush Pareek, Krishnan Srinivasan and Dragomir Radev Proceedings of Computational Natural Language Learning (CoNLL-2017) PDF BibTex Slides |