Publications
This section contains publications published by ISI over the past several decades.
2021
Cardiac cell patterning on customized microelectrode arrays for electrophysiological recordings
Jiaying Ji, Xiang Ren, Pinar Zorlutuna
Micromachines 12 (11), 1351, 2021
ECONET: Effective Continual Pretraining of Language Models for Event Temporal Reasoning
Rujun Han, Xiang Ren, Nanyun Peng
EMNLP 2021, 2021
Sparse distillation: Speeding up text classification by using bigger student models
Qinyuan Ye, Madian Khabsa, Mike Lewis, Sinong Wang, Xiang Ren, Aaron Jaech
arXiv preprint arXiv:2110.08536, 2021
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
arXiv preprint arXiv:2110.08501, 2021
Think Before You Speak: Using Self-talk to Generate 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, 2021
KG-FID: INFUSING KNOWLEDGE GRAPH IN FUSION-IN-DECODER FOR OPEN-DOMAIN QUESTION AN
Donghan Yu, Chenguang Zhu, Yuwei Fang, Wenhao Yu, Shuohang Wang, Yichong Xu, Xiang Ren, Yiming Yang, Michael Zeng
arXiv preprint arXiv:2110.04330, 2021
Refining Language Models with Compositional Explanations
Huihan Yao, Ying Chen, Qinyuan Ye, Xisen Jin, Xiang Ren
NeurIPS 2021, 2021
SalKG: Learning From Knowledge Graph Explanations for Commonsense Reasoning
Aaron Chan, Boyuan Long, Jiashu Xu, Soumya Sanyal, Tanishq Gupta, Xiang Ren
NeurIPS 2021, 2021
Gradient-based Editing of Memory Examples for Online Task-free Continual Learning
Xisen Jin, Arka SadhuDu, Junyi, Xiang Ren
NeurIPS 2021, 2021
CrossFit: A Few-shot Learning Challenge for Cross-task Generalization in NLP
Qinyuan Ye, Bill Yuchen Lin, Xiang Ren
EMNLP 2021, 2021
On the Influence of Masking Policies in Intermediate Pre-training
Qinyuan Ye, Belinda Z Li, Sinong Wang, Benjamin Bolte, Hao Ma, Wen-tau Yih, Xiang Ren, Madian Khabsa
EMNLP 2021, 2021
Learn Continually, Generalize Rapidly: Lifelong Knowledge Accumulation for Few-shot Learning
Xisen Jin, Bill Yuchen Lin, Mohammad Rostami, Xiang Ren
EMNLP 2021, 2021
Discretized Integrated Gradients for Explaining Language Models
Soumya Sanyal, Xiang Ren
EMNLP 2021, 2021
Modality-specific Distillation
Woojeong Jin, Maziar Sanjabi, Shaoliang Nie, Liang Tan, Xiang Ren, Hamed Firooz
Findings of EMNLP 2021, 2021
Extract, Denoise, and Enforce: Evaluating and Predicting Lexical Constraints for Conditional Text Generation
Yuning Mao, Wenchang Ma, Deren Lei, Xiang Ren
EMNLP 2021, 2021
ForecastQA: A Question Answering Challenge for Event Forecasting with Temporal Text Data
Woojeong Jin, Rahul Khanna, Suji Kim, Dong-Ho Lee, Fred Morstatter, Aram Galstyan, Xiang Ren
ACL 2021, 4636-4650, 2021
Semi-automated protocol disambiguation and code generation
Jane Yen, Tamás Lévai, Qinyuan Ye, Xiang Ren, Ramesh Govindan, Barath Raghavan
Proceedings of the 2021 ACM SIGCOMM 2021 Conference, 272-286, 2021
Improving Counterfactual Generation for Fair Hate Speech Detection
Aida Mostafazadeh Davani, Ali Omrani, Brendan Kennedy, Mohammad Atari, Xiang Ren, Morteza Dehghani
The 5th Workshop on Online Abuse and Harms (WOAH 2021), 2021
Learning to Generate Task-specific Adapters from Task Description
Qinyuan Ye, Xiang Ren
Findings of ACL 2021, 2021
Do Language Models Perform Generalizable Commonsense Inference?
Peifeng Wang, Filip Ilievski, Muhao Chen, Xiang Ren
ACL 2021, 2021