Proceedings of the First Workshop on Learning with Natural Language Supervision

Proceedings of the First Workshop on Learning with Natural Language Supervision Jacob Andreas editor Karthik Narasimhan editor Aida Nematzadeh editor 2022-05 Association for Computational Linguistics Dublin, Ireland text conference publication lnls-2022-learning https://aclanthology.org/2022.lnls-1.0/ Finding Sub-task Structure with Natural Language Instruction Ryokan Ri author Yufang Hou author Radu Marinescu author Akihiro Kishimoto author 2022-05 text Proceedings of the First Workshop on Learning with Natural Language Supervision Jacob Andreas editor Karthik Narasimhan editor Aida Nematzadeh editor Association for Computational Linguistics Dublin, Ireland conference publication ri-etal-2022-finding 10.18653/v1/2022.lnls-1.1 https://aclanthology.org/2022.lnls-1.1/ 2022-05 1 9 GrammarSHAP: An Efficient Model-Agnostic and Structure-Aware NLP Explainer Edoardo Mosca author Defne Demirtürk author Luca Mülln author Fabio Raffagnato author Georg Groh author 2022-05 text Proceedings of the First Workshop on Learning with Natural Language Supervision Jacob Andreas editor Karthik Narasimhan editor Aida Nematzadeh editor Association for Computational Linguistics Dublin, Ireland conference publication mosca-etal-2022-grammarshap 10.18653/v1/2022.lnls-1.2 https://aclanthology.org/2022.lnls-1.2/ 2022-05 10 16 Single-Turn Debate Does Not Help Humans Answer Hard Reading-Comprehension Questions Alicia Parrish author Harsh Trivedi author Ethan Perez author Angelica Chen author Nikita Nangia author Jason Phang author Samuel Bowman author 2022-05 text Proceedings of the First Workshop on Learning with Natural Language Supervision Jacob Andreas editor Karthik Narasimhan editor Aida Nematzadeh editor Association for Computational Linguistics Dublin, Ireland conference publication parrish-etal-2022-single 10.18653/v1/2022.lnls-1.3 https://aclanthology.org/2022.lnls-1.3/ 2022-05 17 28 When Can Models Learn From Explanations? A Formal Framework for Understanding the Roles of Explanation Data Peter Hase author Mohit Bansal author 2022-05 text Proceedings of the First Workshop on Learning with Natural Language Supervision Jacob Andreas editor Karthik Narasimhan editor Aida Nematzadeh editor Association for Computational Linguistics Dublin, Ireland conference publication hase-bansal-2022-models 10.18653/v1/2022.lnls-1.4 https://aclanthology.org/2022.lnls-1.4/ 2022-05 29 39 A survey on improving NLP models with human explanations Mareike Hartmann author Daniel Sonntag author 2022-05 text Proceedings of the First Workshop on Learning with Natural Language Supervision Jacob Andreas editor Karthik Narasimhan editor Aida Nematzadeh editor Association for Computational Linguistics Dublin, Ireland conference publication hartmann-sonntag-2022-survey 10.18653/v1/2022.lnls-1.5 https://aclanthology.org/2022.lnls-1.5/ 2022-05 40 47