Publications
This section contains publications published by ISI over the past several decades.
2022
PREP-UC: A Practical Replicated Persistent Universal Construction
Gaetano C Coccimiglio, Trevor A Brown, Srivatsan Ravi
Proceedings of the 34th ACM Symposium on Parallelism in Algorithms and …, 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
Epidemiologic characteristics and prediction of incidence trend of all types of influenza based on ARIMA MODEL.
Hao-yun Dai, Nan Zhou, Xiang Ren, Piao-yi Luo, Shang-hui Yi, Mei-fang Quan, Wen-ting Zha, Yuan Lyu
2022
Contrastive novelty-augmented learning: Anticipating outliers with large language models
Albert Xu, Xiang Ren, Robin Jia
arXiv preprint arXiv:2211.15718, 2022
Pinto: Faithful language reasoning using prompt-generated rationales
Peifeng Wang, Aaron Chan, Filip Ilievski, Muhao Chen, Xiang Ren
arXiv preprint arXiv:2211.01562, 2022
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, Kiran Narahari, Takashi Shibuya, Ryosuke Mitani, Toshiyuki Sekiya, Jay Pujara, Xiang Ren
arXiv preprint arXiv:2210.16978, 2022
MMGA: Multimodal Learning with Graph Alignment
Xuan Yang, Quanjin Tao, Xiao Feng, Donghong Cai, Xiang Ren, Yang Yang
arXiv preprint arXiv:2210.09946, 2022
REV: Information-theoretic evaluation of free-text rationales
Hanjie Chen, Faeze Brahman, Xiang Ren, Yangfeng Ji, Yejin Choi, Swabha Swayamdipta
arXiv preprint arXiv:2210.04982, 2022
Understanding the digital publishing economy: From eBook disruption to platform ecosystem
Xiang Ren
The SAGE Handbook of the Digital Media Economy. London: SAGE, 301-324, 2022
Frame: Evaluating rationale-label consistency 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
Human heart anoxia and reperfusion tissue (HEART) model for the rapid study of exosome bound miRNA expression as biomarkers for myocardial infarction
Bradley W Ellis, George Ronan, Xiang Ren, Gokhan Bahcecioglu, Satyajyoti Senapati, David Anderson, Eileen Handberg, Keith L March, Hsueh‐Chia Chang, Pinar Zorlutuna
Small 18 (28), 2201330, 2022
Newsedits: A news article revision dataset and a novel document-level reasoning challenge
Alexander Spangher, Xiang Ren, Jonathan May, Nanyun Peng
Proceedings of the 2022 Conference of the North American Chapter of the …, 2022
Proceedings of the Third Workshop on Deep Learning for Low-Resource Natural Language Processing
Colin Cherry, Angela Fan, George Foster, Gholamreza Reza Haffari, Shahram Khadivi, Xiang Ren, Ehsan Shareghi, Swabha Swayamdipta
Proceedings of the Third Workshop on Deep Learning for Low-Resource Natural …, 2022
Er-test: Evaluating explanation regularization methods for language models
Brihi Joshi, Aaron Chan, Ziyi Liu, Shaoliang Nie, Maziar Sanjabi, Hamed Firooz, Xiang Ren
Proceedings of the 2nd Workshop on Trustworthy Natural Language Processing …, 2022