Xiang Ren

Most-cited papers

Symbolic Chain-of-Thought Distillation: Small Models Can Also “Think” Step-by-Step
Liunian Harold Li, Jack Hessel, Youngjae Yu, Xiang Ren +2 more
2023Annual Meeting of the Association for Computational Linguistics259 citations Open access
Semantic Scholar
A Good Prompt Is Worth Millions of Parameters: Low-resource Prompt-based Learning for Vision-Language Models
Woojeong Jin, Yu Cheng, Ye-Long Shen, Wei-Zhu Chen +1 more
2021Annual Meeting of the Association for Computational Linguistics178 citations Open access
Semantic Scholar
SCOTT: Self-Consistent Chain-of-Thought Distillation
Peifeng Wang, Zhengyang Wang, Zheng Li, Yifan Gao +2 more
2023Annual Meeting of the Association for Computational Linguistics167 citations Open access
Semantic Scholar
Lifelong Pretraining: Continually Adapting Language Models to Emerging Corpora
Xisen Jin, Dejiao Zhang, Heng-Hui Zhu, Wei Xiao +4 more
2021BIGSCIENCE158 citations
Semantic Scholar
KG-FiD: Infusing Knowledge Graph in Fusion-in-Decoder for Open-Domain Question Answering
Donghan Yu, Chen-Guang Zhu, Yuwei Fang, W. Yu +5 more
2021Annual Meeting of the Association for Computational Linguistics116 citations Open access
Semantic Scholar
Discretized Integrated Gradients for Explaining Language Models
Soumya Sanyal, Xiang Ren
2021Conference on Empirical Methods in Natural Language Processing82 citations Open access
Semantic Scholar
Commonsense-Focused Dialogues for Response Generation: An Empirical Study
Pei Zhou, Karthik Gopalakrishnan, Behnam Hedayatnia, Seokhwan Kim +4 more
2021SIGDIAL Conferences51 citations Open access
Semantic Scholar
FaiRR: Faithful and Robust Deductive Reasoning over Natural Language
Soumya Sanyal, Harman Singh, Xiang Ren
2022Annual Meeting of the Association for Computational Linguistics49 citations Open access
Semantic Scholar
Are Machine Rationales (Not) Useful to Humans? Measuring and Improving Human Utility of Free-text Rationales
Brihi Joshi, Zi-Yi Liu, Sahana Ramnath, Aaron Chan +5 more
2023Annual Meeting of the Association for Computational Linguistics44 citations Open access
Semantic Scholar
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, J. Pujara +4 more
2022Annual Meeting of the Association for Computational Linguistics37 citations Open access
Semantic Scholar
PlaSma: Making Small Language Models Better Procedural Knowledge Models for (Counterfactual) Planning
Faeze Brahman, Chandra Bhagavatula, Valentina Pyatkin, Jena D. Hwang +6 more
2023arXiv.org32 citations Open access
Semantic Scholar
Generating Natural Language Adversarial Examples on a Large Scale with Generative Models
Yankun Ren, J. Lin, Siliang Tang, Jun Zhou +3 more
2020European Conference on Artificial Intelligence32 citations Open access
Semantic Scholar
REV: Information-Theoretic Evaluation of Free-Text Rationales
Hanjie Chen, Faeze Brahman, Xiang Ren, Yang-Feng Ji +2 more
2022Annual Meeting of the Association for Computational Linguistics31 citations Open access
Semantic Scholar
Contextualized Scene Imagination for Generative Commonsense Reasoning
Peifeng Wang, Jonathan Zamora, Junfeng Liu, F. Ilievski +2 more
2021International Conference on Learning Representations17 citations
Semantic Scholar
Improving Counterfactual Generation for Fair Hate Speech Detection
Aida Mostafazadeh Davani, Ali Omrani, Brendan Kennedy, M. Atari +2 more
2021WOAH17 citations Open access
Semantic Scholar
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, J. Pujara +4 more
2022arXiv.org11 citations Open access
Semantic Scholar
Think Before You Speak: Using Self-talk to Generate Implicit Commonsense Knowledge for Response Generation
Pei Zhou, Karthik Gopalakrishnan, Behnam Hedayatnia, Seokhwan Kim +4 more
2021arXiv.org10 citations
Semantic Scholar
Large-scale Pretraining for Neural Machine Translation with Tens of Billions of Sentence Pairs
Yuxian Meng, Xiang Ren, Zi-Jun Sun, Xiaoya Li +3 more
2019arXiv.org9 citations
Semantic Scholar
RobustLR: Evaluating Robustness to Logical Perturbation in Deductive Reasoning
Soumya Sanyal, Zeyi Liao, Xiang Ren
2022arXiv.org8 citations Open access
Semantic Scholar
Two Step Joint Model for Drug Drug Interaction Extraction
Siliang Tang, Qi Zhang, T. Zheng, Mengdi Zhou +6 more
2020Text Analysis Conference8 citations
Semantic Scholar
Sparse Distillation: Speeding Up Text Classification by Using Bigger Models
Qinyuan Ye, Madian Khabsa, M. Lewis, Sinong Wang +2 more
2021arXiv.org1 citations
Semantic Scholar
Posterior-regularized REINFORCE for Instance Selection in Distant Supervision
Qi Zhang, Siliang Tang, Xiang Ren, Fei Wu +2 more
2019North American Chapter of the Association for Computational Linguistics0 citations Open access
Semantic Scholar