Publications
This section contains publications published by ISI over the past several decades.
2022
FaiRR: Faithful and Robust Deductive Reasoning over Natural Language
Soumya Sanyal, Harman Singh, Xiang Ren
ACL 2022, 2022
A Good Prompt Is Worth Millions of Parameters? Low-resource Prompt-based Learning for Vision-Language Models
Woojeong Jin, Yu Cheng, Yelong Shen, Weizhu Chen, Xiang Ren
ACL 2022, 2022
Cardiac Muscle-Cell-Based Coupled Oscillator Network for Collective Computing and Related Methods
P Zorlutuna, S Datta, JG Mir, X Ren, NS Shukla, J Ji, MK Bashar
US Patent App. 17/407,604, 2022
FedNLP: Benchmarking federated learning models for natural language processing tasks
Bill Yuchen Lin, Chaoyang He, Zihang Zeng, Hulin Wang, Yufeng Huang, Christophe Dupuy, Rahul Gupta, Mahdi Soltanolkotab, Xiang Ren, Salman Avestimehr
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
CoRR, 2022
Knife: Knowledge distillation with free-text rationales
Aaron Chan, Zhiyuan Zeng, Wyatt Lake, Brihi Joshi, Hanjie Chen, Xiang Ren
arXiv preprint arXiv:2212.09721, 2022
Information-Theoretic Evaluation of Free-Text Rationales with Conditional -Information
Hanjie Chen, Faeze Brahman, Xiang Ren, Yangfeng Ji, Yejin Choi, Swabha Swayamdipta
Workshop on Trustworthy and Socially Responsible Machine Learning, NeurIPS 2022, 2022
Sprint: Scalable semantic policy pre-training via language instruction relabeling
Jesse Zhang, Karl Pertsch, Jiahui Zhang, Taewook Nam, Sung Ju Hwang, Xiang Ren, Joseph J Lim
Frame: Evaluating simulatability metrics for free-text rationales
Aaron Chan, Shaoliang Nie, Liang Tan, Xiaochang Peng, Hamed Firooz, Maziar Sanjabi, Xiang Ren
arXiv preprint arXiv:2207.00779, 2022
Textual backdoor attacks with iterative trigger injection
Jun Yan, Vansh Gupta, Xiang Ren
arXiv preprint arXiv:2205.12700, 2022
I cast detect thoughts: 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
arXiv preprint arXiv:2212.10060, 2022
Pairreranker: Pairwise reranking for natural language generation
Dongfu Jiang, Bill Yuchen Lin, Xiang Ren
arXiv preprint arXiv:2212.10555, 2022
Knife: Distilling reasoning knowledge from free-text rationales
Aaron Chan, Zhiyuan Zeng, Wyatt Lake, Brihi Joshi, Hanjie Chen, Xiang Ren
arXiv preprint arXiv:2212.09721, 2022
Dataless knowledge fusion by merging weights of language models
Xisen Jin, Xiang Ren, Daniel Preotiuc-Pietro, Pengxiang Cheng
arXiv preprint arXiv:2212.09849, 2022
APOLLO: A simple approach for adaptive pretraining of language models for logical reasoning
Soumya Sanyal, Yichong Xu, Shuohang Wang, Ziyi Yang, Reid Pryzant, Wenhao Yu, Chenguang Zhu, Xiang Ren
arXiv preprint arXiv:2212.09282, 2022
NS3: Neuro-symbolic semantic code search
Shushan Arakelyan, Anna Hakhverdyan, Miltiadis Allamanis, Luis Garcia, Christophe Hauser, Xiang Ren
Advances in Neural Information Processing Systems 35, 10476-10491, 2022
RobustLR: A diagnostic benchmark for evaluating logical robustness of deductive reasoners
Soumya Sanyal, Zeyi Liao, Xiang Ren
Proceedings of the 2022 Conference on Empirical Methods in Natural Language …, 2022
The limits of helping in non-volatile memory data structures
Ohad Ben-Baruch, Srivatsan Ravi
International Symposium on Stabilizing, Safety, and Security of Distributed …, 2022
Secure and reliable network updates
James Lembke, Srivatsan Ravi, Pierre-Louis Roman, Patrick Eugster
ACM Transactions on Privacy and Security 26 (1), 1-41, 2022
Secure publish-process-subscribe system for dispersed computing
Weizhao Jin, Bhaskar Krishnamachari, Muhammad Naveed, Srivatsan Ravi, Eduard Sanou, Kwame-Lante Wright
2022 41st International Symposium on Reliable Distributed Systems (SRDS), 58-68, 2022