Alane Suhr - Publications

Publications

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2019

Executing instructions in situated collaborative interactions. Alane Suhr, Claudia Yan, Jack Schluger*, Stanley Yu*, Hadi Khader**, Marwa Mouallem**, Iris Zhang, and Yoav Artzi. To appear in Proceedings of the Conference on Empirical Methods in Natural Language Processing (EMNLP), 2019.
[paper] [webpage]

A corpus for reasoning about natural language grounded in photographs. Alane Suhr*, Stephanie Zhou*, Ally Zhang, Iris Zhang, Huajun Bai, and Yoav Artzi. In Proceedings of the Conference of the Association for Computational Linguistics (ACL), 2019.
[paper] [data] [webpage] [slides] [poster]

Touchdown: Natural language navigation and spatial reasoning in visual street environments. Howard Chen, Alane Suhr, Dipendra Misra, Noah Snavely, and Yoav Artzi. In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2019.
[paper] [data]

2018

Situated mapping of sequential instructions to actions with single-step reward observation. Alane Suhr and Yoav Artzi. In Proceedings of the Conference of the Association for Computational Linguistics (ACL), 2018.
[paper] [bib] [code] [slides] [talk @ ACL]

Learning to map context-dependent sentences to executable formal queries. Alane Suhr, Srinivasan Iyer, and Yoav Artzi. In Proceedings of the Conference of the North American Chapter of the Association for Computational Linguistics (NAACL), 2018.
[paper] [bib] [code] [slides] [talk @ NAACL]

Neural semantic parsing. Matt Gardner, Pradeep Dasigi, Srinivasan Iyer, Alane Suhr, and Luke Zettlemoyer. Tutorial at the Conference of the Association for Computational Linguistics (ACL), 2018.
[slides] [bib]

Evaluating visual reasoning through grounded language understanding. Alane Suhr, Mike Lewis, James Yeh, and Yoav Artzi. In AI Magazine, 2018.
[article]

2017

A corpus of natural language for visual reasoning. Alane Suhr, Mike Lewis, James Yeh, and Yoav Artzi. In Proceedings of the Conference of the Association for Computational Linguistics (ACL), 2017.
[paper] [bib] [supplementary] [data] [webpage]
[slides] [talk @ ACL] [interview @ NLP Highlights]

Visual reasoning with natural language. Stephanie Zhou*, Alane Suhr*, and Yoav Artzi. In AAAI Fall Symposium on Natural Communication for Human-Robot Collaboration, 2017.
[paper]

*, ** Authors contributed equally.