COM2SENSE: A Commonsense Reasoning Benchmark with Complementary Sentences. - Shikhar Singh; Nuan Wen; Yu Hou; Pegah Alipoormolabashi; Te-Lin Wu; Xuezhe Ma; Nanyun Peng (ACL/IJCNLP (Findings), 2021)

Understanding Procedural Knowledge by Sequencing Multimodal Instructional Manuals. - Te-Lin Wu; Alexander Spangher; Pegah Alipoormolabashi; Marjorie Freedman; Ralph M. Weischedel; Nanyun Peng (CoRR, 2021)

Understanding Multimodal Procedural Knowledge by Sequencing Multimodal Instructional Manuals. - Te-Lin Wu; Alexander Spangher; Pegah Alipoormolabashi; Marjorie Freedman; Ralph M. Weischedel; Nanyun Peng (ACL (1), 2022)

Super-NaturalInstructions: Generalization via Declarative Instructions on 1600+ NLP Tasks. - Yizhong Wang; Swaroop Mishra; Pegah Alipoormolabashi; Yeganeh Kordi; Amirreza Mirzaei; Atharva Naik; Arjun Ashok; Arut Selvan Dhanasekaran; Anjana Arunkumar; David Stap; Eshaan Pathak; Giannis Karamanolakis; et al. (EMNLP, 2022)

Benchmarking Generalization via In-Context Instructions on 1, 600+ Language Tasks. - Yizhong Wang; Swaroop Mishra; Pegah Alipoormolabashi; Yeganeh Kordi; Amirreza Mirzaei; Anjana Arunkumar; Arjun Ashok; Arut Selvan Dhanasekaran; Atharva Naik; David Stap; Eshaan Pathak; Giannis Karamanolakis; et al. (CoRR, 2022)

Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models. - Aarohi Srivastava; Abhinav Rastogi; Abhishek Rao; Abu Awal Md Shoeb; Abubakar Abid; Adam Fisch; Adam R. Brown; Adam Santoro; Aditya Gupta; Adrià Garriga-Alonso; Agnieszka Kluska; Aitor Lewkowycz; et al. (Trans. Mach. Learn. Res., 2023)