Alane Suhr

According to our database, Alane Suhr authored at least 29 papers between 2017 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

DigiRL: Training In-The-Wild Device-Control Agents with Autonomous Reinforcement Learning.

Hao Bai, Yifei Zhou, Mert Cemri, Jiayi Pan, Alane Suhr, Sergey Levine, Aviral Kumar

CoRR, 2024

Fine-Tuning Large Vision-Language Models as Decision-Making Agents via Reinforcement Learning.

Yuexiang Zhai, Hao Bai, Zipeng Lin, Jiayi Pan, Shengbang Tong, Yifei Zhou, Alane Suhr, Saining Xie, Yann LeCun, Yi Ma, Sergey Levine

CoRR, 2024

Autonomous Evaluation and Refinement of Digital Agents.

Jiayi Pan, Yichi Zhang, Nicholas Tomlin, Yifei Zhou, Sergey Levine, Alane Suhr

CoRR, 2024

UNcommonsense Reasoning: Abductive Reasoning about Uncommon Situations.

Wenting Zhao, Justin T. Chiu, Jena D. Hwang, Faeze Brahman, Jack Hessel, Sanjiban Choudhury, Yejin Choi, Xiang Li, Alane Suhr

Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers), 2024

Quantifying Language Models' Sensitivity to Spurious Features in Prompt Design or: How I learned to start worrying about prompt formatting.

Melanie Sclar, Yejin Choi, Yulia Tsvetkov, Alane Suhr

Proceedings of the Twelfth International Conference on Learning Representations, 2024

What's In My Big Data?

Yanai Elazar, Akshita Bhagia, Ian Magnusson, Abhilasha Ravichander, Dustin Schwenk, Alane Suhr, Evan Pete Walsh, Dirk Groeneveld, Luca Soldaini, Sameer Singh, Hannaneh Hajishirzi, Noah A. Smith, Jesse Dodge

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Grounding Language in Multi-Perspective Referential Communication.

Zineng Tang, Lingjun Mao, Alane Suhr

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

Using Language Models to Disambiguate Lexical Choices in Translation.

Josh Barua, Sanjay Subramanian, Kayo Yin, Alane Suhr

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

2023

What's In My Big Data?

Yanai Elazar, Akshita Bhagia, Ian Magnusson, Abhilasha Ravichander, Dustin Schwenk, Alane Suhr, Pete Walsh, Dirk Groeneveld, Luca Soldaini, Sameer Singh, Hanna Hajishirzi, Noah A. Smith, Jesse Dodge

CoRR, 2023

Fine-Grained Human Feedback Gives Better Rewards for Language Model Training.

Zeqiu Wu, Yushi Hu, Weijia Shi, Nouha Dziri, Alane Suhr, Prithviraj Ammanabrolu, Noah A. Smith, Mari Ostendorf, Hannaneh Hajishirzi

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Continual Learning for Instruction Following from Realtime Feedback.

Alane Suhr, Yoav Artzi

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Do Embodied Agents Dream of Pixelated Sheep: Embodied Decision Making using Language Guided World Modelling.

Kolby Nottingham, Prithviraj Ammanabrolu, Alane Suhr, Yejin Choi, Hannaneh Hajishirzi, Sameer Singh, Roy Fox

Proceedings of the International Conference on Machine Learning, 2023

We're Afraid Language Models Aren't Modeling Ambiguity.

Alisa Liu, Zhaofeng Wu, Julian Michael, Alane Suhr, Peter West, Alexander Koller, Swabha Swayamdipta, Noah A. Smith, Yejin Choi

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

Minding Language Models' (Lack of) Theory of Mind: A Plug-and-Play Multi-Character Belief Tracker.

Melanie Sclar, Sachin Kumar, Peter West, Alane Suhr, Yejin Choi, Yulia Tsvetkov

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

2022

Abstract Visual Reasoning with Tangram Shapes.

Anya Ji, Noriyuki Kojima, Noah Rush, Alane Suhr, Wai Keen Vong, Robert D. Hawkins, Yoav Artzi

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

2021

Continual Learning for Grounded Instruction Generation by Observing Human Following Behavior.

Noriyuki Kojima, Alane Suhr, Yoav Artzi

Trans. Assoc. Comput. Linguistics, 2021

Analysis of Language Change in Collaborative Instruction Following.

Anna Effenberger, Rhia Singh, Eva Yan, Alane Suhr, Yoav Artzi

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2021, 2021

2020

Exploring Unexplored Generalization Challenges for Cross-Database Semantic Parsing.

Alane Suhr, Ming-Wei Chang, Peter Shaw, Kenton Lee

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

2019

NLVR2 Visual Bias Analysis.

Alane Suhr, Yoav Artzi

CoRR, 2019

Executing Instructions in Situated Collaborative Interactions.

Alane Suhr, Claudia Yan, Jacob Schluger, Stanley Yu, Hadi Khader, Marwa Mouallem, Iris Zhang, Yoav Artzi

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

TOUCHDOWN: Natural Language Navigation and Spatial Reasoning in Visual Street Environments.

Howard Chen, Alane Suhr, Dipendra Misra, Noah Snavely, Yoav Artzi

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

A Corpus for Reasoning about Natural Language Grounded in Photographs.

Alane Suhr, Stephanie Zhou, Ally Zhang, Iris Zhang, Huajun Bai, Yoav Artzi

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

2018

A Corpus for Reasoning About Natural Language Grounded in Photographs.

Alane Suhr, Stephanie Zhou, Iris Zhang, Huajun Bai, Yoav Artzi

CoRR, 2018

Evaluating Visual Reasoning through Grounded Language Understanding.

Alane Suhr, Mike Lewis, James Yeh, Yoav Artzi

AI Mag., 2018

Learning to Map Context-Dependent Sentences to Executable Formal Queries.

Alane Suhr, Srinivasan Iyer, Yoav Artzi

Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2018

Neural Semantic Parsing.

Matt Gardner, Pradeep Dasigi, Srinivasan Iyer, Alane Suhr, Luke Zettlemoyer

Proceedings of ACL 2018, Melbourne, Australia, July 15-20, 2018, Tutorial Abstracts, 2018

Situated Mapping of Sequential Instructions to Actions with Single-step Reward Observation.

Alane Suhr, Yoav Artzi

Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018

2017

Visual Reasoning with Natural Language.

Stephanie Zhou, Alane Suhr, Yoav Artzi

CoRR, 2017

A Corpus of Natural Language for Visual Reasoning.

Alane Suhr, Mike Lewis, James Yeh, Yoav Artzi

Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics, 2017