Preprint
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PubGraph: A Large Scale Scientific Temporal Knowledge Graph
Kian Ahrabian, Xinwei Du, Richard Delwin Myloth, Arun Baalaaji Sankar Ananthan, Jay Pujara
ArXiv
2023
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Temporal Knowledge Graph Forecasting Without Knowledge Using In-Context Learning
Dong-Ho Lee*, Kian Ahrabian*, Woojeong Jin, Fred Morstatter, Jay Pujara
EMNLP 2023
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Analyzing Norm Violations in Live-Stream Chat
Jihyung Moon*, Dong-Ho Lee*, Hyundong Cho, Woojeong Jin, Chan Young Park, Minwoo Kim, Jonathan May, Jay Pujara, Sungjoon Park
EMNLP 2023
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Making Large Language Models Better Data Creators
Dong-Ho Lee, Jay Pujara, Mohit Sewak, Ryen W White, Sujay Kumar Jauhar
EMNLP 2023
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An AI Dungeon Master's Guide: Learning to Converse and Guide with Intents and Theory-of-Mind in Dungeons and Dragons
Pei Zhou, Andrew Zhu, Jennifer Hu, Jay Pujara, Xiang Ren, Chris Callison-Burch, Yejin Choi, Prithviraj Ammanabrolu
ACL 2023
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XMD: An End-to-End Framework for Interactive Explanation-Based Debugging of NLP Models
Dong-Ho Lee*, Akshen Kadakia*, Brihi Joshi, Aaron Chan, Ziyi Liu, Takashi Shibuya, Ryosuke Mitani, Toshiyuki Sekiya, Jay Pujara, Xiang Ren
ACL 2023 (System Demo)
Project Github -
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
EACL 2023
Best paper award at NAACL 2021 Workshop on TrustNLP Workshop -
Seq2Seq-SC: End-to-End Semantic Communication Systems with Pre-trained Language Model
Ju-Hyung Lee*, Dong-Ho Lee*, Eunsoo Sheen, Thomas Choi, Jay Pujara
IEEE Asilomar 2023
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Estimating Numbers without Regression
Avijit Thawani, Jay Pujara, Ashwin Kalyan
EACL 2023 Workshop on Negative Insights
2022
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Reflect, Not Reflex: Inference-Based Common Ground Improves Dialogue Response Quality
Pei Zhou, Hyundong J. Cho, Pegah Jandaghi, Dong-Ho Lee, Bill Yuchen Lin, Jay Pujara, Xiang Ren
EMNLP 2022
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Good Examples Make A Faster Learner: Simple Demonstration-based Learning for Low-resource NER
Dong-Ho Lee, Akshen Kadakia*, Kangmin Tan*, Mahak Agarwal, Xinyu Feng, Takashi Shibuya, Ryosuke Mitani, Toshiyuki Sekiya, Jay Pujara, Xiang Ren
ACL 2022
Github -
Leveraging Visual Knowledge in Language Tasks: An Empirical Study on Intermediate Pre-training for Cross-Modal Knowledge Transfer
Woojeong Jin*, Dong-Ho Lee*, Chenguang Zhu, Jay Pujara, Xiang Ren
ACL 2022
Github -
Think Before You Speak: Explicitly Generating Implicit Commonsense Knowledge for Response Generation
Pei Zhou, Karthik Gopalakrishnan, Behnam Hedayatnia, Seokhwan Kim, Jay Pujara, Xiang Ren, Yang Liu, Dilek Hakkani-Tur
ACL 2022
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Assessing Scientific Research Papers with Knowledge Graphs
Kexuan Sun, Zhiqiang Qiu, Abel Salinas, Yuzhong Huang, Dong-Ho Lee, Daniel Benjamin, Fred Morstatter, Xiang Ren, Kristina Lerman, Jay Pujara
SIGIR 2022
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BPE with N-Grams and Skip-Grams
Deepesh Kumar, Avijit Thawani
ACL 2022 Workshop on Negative Insights
Project Github
2021
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Lawyers are Dishonest? Quantifying Representational Harms in Commonsense Knowledge Resources
Nina Mehrabi, Pei Zhou, Fred Morstatter, Jay Pujara, Xiang Ren, Aram Galstyan
EMNLP 2021
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RICA: Evaluating Robust Inference Capabilities Based on Commonsense Axioms
Pei Zhou, Rahul Khanna, Bill Yuchen Lin, Daniel Ho, Jay Pujara, Xiang Ren
EMNLP 2021
Project Data Explorer Github -
Numeracy enhances the Literacy of Language Models
Avijit Thawani, Jay Pujara, Filip Ilievski
EMNLP 2021
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Probing Commonsense Explanation in Dialogue Response Generation
Pei Zhou, Pegah Jandaghi, Hyundong Cho, Bill Yuchen Lin, Jay Pujara, Xiang Ren
Findings of EMNLP 2021
Project -
Table-based Fact Verification With Salience-aware Learning
Fei Wang, Kexuan Sun, Jay Pujara, Pedro Szekely, Muhao Chen
Findings of EMNLP 2021
Github