Publications
This section contains publications published by ISI over the past several decades.
2021
Think Before You Speak: Learning to Generate Implicit Knowledge for Response Generation by Self-Talk
Pei Zhou, Behnam Hedayatnia, Karthik Gopalakrishnan, Seokhwan Kim, Jay Pujara, Xiang Ren, Yang Liu, Dilek Hakkani-Tur
Proceedings of the 3rd Workshop on Natural Language Processing for …, 2021
Numeracy enhances the Literacy of Language Models
Avijit Thawani, Jay Pujara, Filip Ilievski
Proceedings of the 2021 Conference on Empirical Methods in Natural Language …, 2021
Tabular Functional Block Detection with Embedding-based Agglomerative Cell Clustering
Kexuan Sun, Fei Wang, Muhao Chen, Jay Pujara
Proceedings of the 30th ACM International Conference on Information …, 2021
Story Generation with Commonsense Knowledge Graphs and Axioms
Filip Ilievski, Jay Pujara, Hanzhi Zhang
Workshop on Commonsense Reasoning and Knowledge Bases, 2021
From Tables to Knowledge: Recent Advances in Table Understanding
Jay Pujara, Pedro Szekely, Huan Sun, Muhao Chen
Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery & Data …, 2021
Retrieving complex tables with multi-granular graph representation learning
Fei Wang, Kexuan Sun, Muhao Chen, Jay Pujara, Pedro Szekely
Proceedings of the 44th International ACM SIGIR Conference on Research and …, 2021
Finding Pragmatic Differences Between Disciplines
Lee Kezar, Jay Pujara
Proceedings of the Second Workshop on Scholarly Document Processing, 83-90, 2021
A Hybrid Probabilistic Approach for Table Understanding
Kexuan Sun, Harsha Rayudu, Jay Pujara
Proceedings of the AAAI Conference on Artificial Intelligence 35 (5), 4366-4374, 2021
AutoTriggER: Named Entity Recognition with Auxiliary Trigger Extraction
Dong-Ho Lee, Ravi Kiran Selvam, Sheikh Muhammad Sarwar, Bill Yuchen Lin, Mahak Agarwal, Fred Morstatter, Jay Pujara, Elizabeth Boschee, James Allan, Xiang Ren
European Chapter of the Association for Computational Linguistics, 2021
Table-based Fact Verification with Salience-aware Learning
Fei Wang, Kexuan Sun, Jay Pujara, Pedro Szekely, Muhao Chen
Findings of the Association for Computational Linguistics: EMNLP 2021, 2021
Commonsense-Focused Dialogues for Response Generation: An Empirical Study
Pei Zhou, Karthik Gopalakrishnan, Behnam Hedayatnia, Seokhwan Kim, Jay Pujara, Xiang Ren, Yang Liu, Dilek Hakkani-Tur
Annual Meeting of the Special Interest Group on Discourse and Dialogue (SIGDIAL), 2021
Representing Numbers in NLP: a Survey and a Vision
Avijit Thawani, Jay Pujara, Pedro A Szekely, Filip Ilievski
North American Chapter of the Association for Computational Linguistics …, 2021
Lawyers are Dishonest? Quantifying Representational Harms in Commonsense Knowledge Resources
Ninareh Mehrabi, Pei Zhou, Fred Morstatter, Jay Pujara, Xiang Ren, Aram Galstyan
Empirical Methods in Natural Language Processing, 2021
Learning cell embeddings for understanding table layouts
Majid Ghasemi-Gol, Jay Pujara, Pedro Szekely
Knowledge and Information Systems 63 (1), 39-64, 2021
RICA: Evaluating Robust Inference Capabilities Based on Commonsense Axioms
Pei Zhou, Rahul Khanna, Seyeon Lee, Bill Yuchen Lin, Daniel Ho, Jay Pujara, Xiang Ren
Proceedings of the 2021 Conference on Empirical Methods in Natural Language …, 2021
WRT 1012: Global Positioning Systems–Mission Engineering and Integration of Emerging Technologies
Michael Orosz, J Evans, B Duffy, C Charlton, R Mitchell
SERC Report, Stevens Institute of Technology Systems Engineering Research …, 2021
Lifelong event detection with knowledge transfer
Pengfei Yu, Heng Ji, Prem Natarajan
Proceedings of the 2021 Conference on Empirical Methods in Natural Language …, 2021
Keypoints-aware object detection
Ayush Jaiswal, Simranjit Singh, Yue Wu, Pradeep Natarajan, Premkumar Natarajan
NeurIPS 2020 Workshop on Pre-registration in Machine Learning, 62-72, 2021
Societal biases in language generation: Progress and challenges
Emily Sheng, Kai-Wei Chang, Premkumar Natarajan, Nanyun Peng
arXiv preprint arXiv:2105.04054, 2021
Personalized entity resolution with dynamic heterogeneous knowledge graph representations
Ying Lin, Han Wang, Jiangning Chen, Tong Wang, Yue Liu, Heng Ji, Yang Liu, Premkumar Natarajan
arXiv preprint arXiv:2104.02667, 2021