Publications
This section contains publications published by ISI over the past several decades.
2021
Correction: Constant-potential environment for activating and synchronizing cardiomyocyte colonies with on-chip ion-depleting perm-selective membranes
Vivek Yadav, Nicolas Chong, Bradley Ellis, Xiang Ren, Satyajyoti Senapati, Hsueh-Chia Chang, Pinar Zorlutuna
Lab on a Chip 21 (18), 3614-3614, 2021
Probing causal common sense in dialogue response generation
Pei Zhou, Pegah Jandaghi, Bill Yuchen Lin, Justin Cho, Jay Pujara, Xiang Ren
arXiv preprint arXiv:2104.09574, 2021
RiddleSense: Answering riddle questions as commonsense reasoning
Bill Yuchen Lin, Ziyi Wu, Yichi Yang, Dong-Ho Lee, Xiang Ren
arXiv preprint arXiv:2101.00376, 2021
Fednlp: A research platform for federated learning in natural language processing
Bill Yuchen Lin, Chaoyang He, Zihang Zeng, Hulin Wang, Yufen Huang, Mahdi Soltanolkotabi, Xiang Ren, Salman Avestimehr
arXiv preprint arXiv:2104.08815, 2021
Fair Hate Speech Detection through Evaluation of Social Group Counterfactuals
Aida Mostafazadeh Davani, Ali Omrani, Brendan Kennedy, Mohammad Atari, Xiang Ren, Morteza Dehghani
arXiv preprint arXiv:2010.12779, 2021
IsoBN: Fine-Tuning BERT with Isotropic Batch Normalization
Wenxuan Zhou, Bill Yuchen Lin, Xiang Ren
AAAI 2021, 2021
Modeling Combinatorial Evolution in Time Series Prediction
Wenjie Hu, Yang Yang, Zilong You, Zongtao Liu, Xiang Ren
WSDM 2021, 2021
Revisiting nakamoto consensus in asynchronous networks: A comprehensive analysis of bitcoin safety and chainquality
Muhammad Saad, Afsah Anwar, Srivatsan Ravi, David Mohaisen
Proceedings of the 2021 ACM SIGSAC Conference on Computer and Communications …, 2021
Amppere: A universal abstract machine for privacy-preserving entity resolution evaluation
Yixiang Yao, Tanmay Ghai, Srivatsan Ravi, Pedro Szekely
Proceedings of the 30th ACM International Conference on Information …, 2021
HashSplit: Exploiting Bitcoin Asynchrony to Violate Common Prefix and Chain Quality
Muhammad Saad, Afsah Anwar, Srivatsan Ravi, David Mohaisen
Cryptology ePrint Archive, 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