Sam Thomson

According to our database, Sam Thomson authored at least 24 papers between 2014 and 2024.

Collaborative distances:

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

2024

Language-to-Code Translation with a Single Labeled Example.

Kaj Bostrom, Harsh Jhamtani, Hao Fang, Sam Thomson, Richard Shin, Patrick Xia, Benjamin Van Durme, Jason Eisner, Jacob Andreas

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

2023

BenchCLAMP: A Benchmark for Evaluating Language Models on Syntactic and Semantic Parsing.

Subhro Roy, Samuel Thomson, Tongfei Chen, Richard Shin, Adam Pauls, Jason Eisner, Benjamin Van Durme

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

Toward Interactive Dictation.

Belinda Z. Li, Jason Eisner, Adam Pauls, Sam Thomson

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

2022

BenchCLAMP: A Benchmark for Evaluating Language Models on Semantic Parsing.

Subhro Roy, Sam Thomson, Tongfei Chen, Richard Shin, Adam Pauls, Jason Eisner, Benjamin Van Durme

CoRR, 2022

When More Data Hurts: A Troubling Quirk in Developing Broad-Coverage Natural Language Understanding Systems.

Elias Stengel-Eskin, Emmanouil Antonios Platanios, Adam Pauls, Sam Thomson, Hao Fang, Benjamin Van Durme, Jason Eisner, Yu Su

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

Online Semantic Parsing for Latency Reduction in Task-Oriented Dialogue.

Jiawei Zhou, Jason Eisner, Michael Newman, Emmanouil Antonios Platanios, Sam Thomson

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

Guided K-best Selection for Semantic Parsing Annotation.

Anton Belyy, Chieh-Yang Huang, Jacob Andreas, Emmanouil Antonios Platanios, Sam Thomson, Richard Shin, Subhro Roy, Aleksandr Nisnevich, Charles Chen, Benjamin Van Durme

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics, 2022

2021

Compositional Generalization for Neural Semantic Parsing via Span-level Supervised Attention.

Pengcheng Yin, Hao Fang, Graham Neubig, Adam Pauls, Emmanouil Antonios Platanios, Yu Su, Sam Thomson, Jacob Andreas

Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021

Constrained Language Models Yield Few-Shot Semantic Parsers.

Richard Shin, Christopher H. Lin, Sam Thomson, Charles Chen, Subhro Roy, Emmanouil Antonios Platanios, Adam Pauls, Dan Klein, Jason Eisner, Benjamin Van Durme

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

Value-Agnostic Conversational Semantic Parsing.

Emmanouil Antonios Platanios, Adam Pauls, Subhro Roy, Yuchen Zhang, Alexander Kyte, Alan Guo, Sam Thomson, Jayant Krishnamurthy, Jason Andrew Wolfe, Jacob Andreas, Dan Klein

Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

2020

Task-Oriented Dialogue as Dataflow Synthesis.

Jacob Andreas, John Bufe, David Burkett, Charles Chen, Josh Clausman, Jean Crawford, Kate Crim, Jordan DeLoach, Leah Dorner, Jason Eisner, Hao Fang, Alan Guo, David Hall, Kristin Hayes, Kellie Hill, Diana Ho, Wendy Iwaszuk, Smriti Jha, Dan Klein, Jayant Krishnamurthy, Theo Lanman, Percy Liang, Christopher H. Lin, Ilya Lintsbakh, Andy McGovern, Aleksandr Nisnevich, Adam Pauls, Dmitrij Petters, Brent Read, Dan Roth, Subhro Roy, Jesse Rusak, Beth Short, Div Slomin, Ben Snyder, Stephon Striplin, Yu Su, Zachary Tellman, Sam Thomson, Andrei Vorobev, Izabela Witoszko, Jason Andrew Wolfe, Abby Wray, Yuchen Zhang, Alexander Zotov

Trans. Assoc. Comput. Linguistics, 2020

2018

SoPa: Bridging CNNs, RNNs, and Weighted Finite-State Machines.

Roy Schwartz, Sam Thomson, Noah A. Smith

CoRR, 2018

Learning Joint Semantic Parsers from Disjoint Data.

Hao Peng, Sam Thomson, Swabha Swayamdipta, Noah A. Smith

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

Syntactic Scaffolds for Semantic Structures.

Swabha Swayamdipta, Sam Thomson, Kenton Lee, Luke Zettlemoyer, Chris Dyer, Noah A. Smith

Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

Rational Recurrences.

Hao Peng, Roy Schwartz, Sam Thomson, Noah A. Smith

Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

Neural Motifs: Scene Graph Parsing With Global Context.

Rowan Zellers, Mark Yatskar, Sam Thomson, Yejin Choi

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Bridging CNNs, RNNs, and Weighted Finite-State Machines.

Roy Schwartz, Sam Thomson, Noah A. Smith

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

Backpropagating through Structured Argmax using a SPIGOT.

Hao Peng, Sam Thomson, Noah A. Smith

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

2017

Frame-Semantic Parsing with Softmax-Margin Segmental RNNs and a Syntactic Scaffold.

Swabha Swayamdipta, Sam Thomson, Chris Dyer, Noah A. Smith

CoRR, 2017

Deep Multitask Learning for Semantic Dependency Parsing.

Hao Peng, Sam Thomson, Noah A. Smith

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

2015

Toward Abstractive Summarization Using Semantic Representations.

Fei Liu, Jeffrey Flanigan, Sam Thomson, Norman M. Sadeh, Noah A. Smith

Proceedings of the NAACL HLT 2015, The 2015 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Denver, Colorado, USA, May 31, 2015

Frame-Semantic Role Labeling with Heterogeneous Annotations.

Meghana Kshirsagar, Sam Thomson, Nathan Schneider, Jaime G. Carbonell, Noah A. Smith, Chris Dyer

Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing of the Asian Federation of Natural Language Processing, 2015

2014

CMU: Arc-Factored, Discriminative Semantic Dependency Parsing.

Sam Thomson, Brendan O'Connor, Jeffrey Flanigan, David Bamman, Jesse Dodge, Swabha Swayamdipta, Nathan Schneider, Chris Dyer, Noah A. Smith

Proceedings of the 8th International Workshop on Semantic Evaluation, 2014

A Discriminative Graph-Based Parser for the Abstract Meaning Representation.

Jeffrey Flanigan, Sam Thomson, Jaime G. Carbonell, Chris Dyer, Noah A. Smith

Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics, 2014