Ren, Xiang

Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models

Srivastava, A., Rastogi, A., Rao, A., Shoeb, A. A. M., Abid, A., Fisch, A., Brown, A. R., Santoro, A., Gupta, A., Garriga-Alonso, A., et al. (2022) · arXiv

Topic ModelingNatural Language Processing Techniques

Cited by 569

CommonGen: A constrained text generation challenge for generative commonsense reasoning

Lin, B. Y., Zhou, W., Shen, M., Zhou, P., Bhagavatula, C., Choi, Y., & Ren, X. (2020) · Findings of the Association for Computational Linguistics: EMNLP 2020

Topic ModelingMultimodal Machine Learning Applications

Cited by 239

LLM-Blender: Ensembling Large Language Models with Pairwise Ranking and Generative Fusion

Jiang, D., Ren, X., & Lin, B. Y. (2023) · arXiv

Topic ModelingNatural Language Processing Techniques

Cited by 141

Efficient Contextualized Representation: Language Model Pruning for Sequence Labeling

Liu, L., Ren, X., Shang, J., Gu, X., Peng, J., & Han, J. (2018) · Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing

Topic ModelingAdvanced Neural Network Applications

Cited by 45

Bootstrap Your Own Skills: Learning to Solve New Tasks with Large Language Model Guidance

Zhang, J., Zhang, J., Pertsch, K., Liu, Z., Ren, X., Chang, M., Sun, S.-H., & Lim, J. J. (2023) · arXiv

Reinforcement Learning in RoboticsRobot Manipulation and Learning

Cited by 17

WildChat: 1M ChatGPT Interaction Logs in the Wild

Zhao, W., Ren, X., Hessel, J., Cardie, C., Choi, Y., & Deng, Y. (2024) · arXiv

Speech and dialogue systemsNatural Language Processing Techniques

Cited by 10

Instruction-following Evaluation through Verbalizer Manipulation

Li, S., Yan, J., Wang, H., Tang, Z., Ren, X., Srinivasan, V., & Jin, H. (2023) · arXiv

Topic ModelingSentiment Analysis and Opinion Mining

Cited by 8

How FaR Are Large Language Models From Agents with Theory-of-Mind?

Zhou, P., Madaan, A., Potharaju, S. P., Gupta, A., McKee, K. R., Holtzman, A., Pujara, J., Ren, X., Mishra, S., Nematzadeh, A., et al. (2023) · arXiv

Topic ModelingChild and Animal Learning Development

Cited by 6

Think Before You Speak: Explicitly Generating Implicit Commonsense Knowledge for Response Generation

Zhou, P., Gopalakrishnan, K., Hedayatnia, B., Kim, S., Pujara, J., Ren, X., Liu, Y., & Hakkani-Tur, D. (2021) · arXiv

Speech and dialogue systemsTopic Modeling

Cited by 0