Sam Thomson

Publication Activity (10 Years)

Years Active: 2014-2023
Publications (10 Years): 29

Top Topics

Multitask Learning

Syntactic Dependencies

Semantic Representations

Natural Language Understanding

Top Venues

Publications

Belinda Z. Li, Jason Eisner, Adam Pauls, Sam Thomson
Toward Interactive Dictation. ACL (1) (2023)
Belinda Z. Li, Jason Eisner, Adam Pauls, Sam Thomson
Toward Interactive Dictation. CoRR (2023)
Elias Stengel-Eskin, Emmanouil Antonios Platanios, Adam Pauls, Sam Thomson, Hao Fang, Benjamin Van Durme, Jason Eisner, Yu Su
When More Data Hurts: A Troubling Quirk in Developing Broad-Coverage Natural Language Understanding Systems. CoRR (2022)
Elias Stengel-Eskin, Emmanouil Antonios Platanios, Adam Pauls, Sam Thomson, Hao Fang, Benjamin Van Durme, Jason Eisner, Yu Su
When More Data Hurts: A Troubling Quirk in Developing Broad-Coverage Natural Language Understanding Systems. EMNLP (2022)
Jiawei Zhou, Jason Eisner, Michael Newman, Emmanouil Antonios Platanios, Sam Thomson
Online Semantic Parsing for Latency Reduction in Task-Oriented Dialogue. ACL (1) (2022)
Subhro Roy, Sam Thomson, Tongfei Chen, Richard Shin, Adam Pauls, Jason Eisner, Benjamin Van Durme
BenchCLAMP: A Benchmark for Evaluating Language Models on Semantic Parsing. CoRR (2022)
Anton Belyy, Chieh-yang Huang, Jacob Andreas, Emmanouil Antonios Platanios, Sam Thomson, Richard Shin, Subhro Roy, Aleksandr Nisnevich, Charles Chen, Benjamin Van Durme
Guided K-best Selection for Semantic Parsing Annotation. ACL (demo) (2022)
Richard Shin, Christopher H. Lin, Sam Thomson, Charles Chen, Subhro Roy, Emmanouil Antonios Platanios, Adam Pauls, Dan Klein, Jason Eisner, Benjamin Van Durme
Constrained Language Models Yield Few-Shot Semantic Parsers. CoRR (2021)
Emmanouil Antonios Platanios, Adam Pauls, Subhro Roy, Yuchen Zhang, Alexander Kyte, Alan Guo, Sam Thomson, Jayant Krishnamurthy, Jason Andrew Wolfe, Jacob Andreas, Dan Klein
Value-Agnostic Conversational Semantic Parsing. ACL/IJCNLP (1) (2021)
Richard Shin, Christopher H. Lin, Sam Thomson, Charles Chen, Subhro Roy, Emmanouil Antonios Platanios, Adam Pauls, Dan Klein, Jason Eisner, Benjamin Van Durme
Constrained Language Models Yield Few-Shot Semantic Parsers. EMNLP (1) (2021)
Pengcheng Yin, Hao Fang, Graham Neubig, Adam Pauls, Emmanouil Antonios Platanios, Yu Su, Sam Thomson, Jacob Andreas
Compositional Generalization for Neural Semantic Parsing via Span-level Supervised Attention. NAACL-HLT (2021)
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
Task-Oriented Dialogue as Dataflow Synthesis. CoRR (2020)
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
Task-Oriented Dialogue as Dataflow Synthesis. Trans. Assoc. Comput. Linguistics 8 (2020)
Swabha Swayamdipta, Sam Thomson, Kenton Lee, Luke Zettlemoyer, Chris Dyer, Noah A. Smith
Syntactic Scaffolds for Semantic Structures. EMNLP (2018)
Hao Peng, Sam Thomson, Noah A. Smith
Backpropagating through Structured Argmax using a SPIGOT. CoRR (2018)
Roy Schwartz, Sam Thomson, Noah A. Smith
SoPa: Bridging CNNs, RNNs, and Weighted Finite-State Machines. CoRR (2018)
Roy Schwartz, Sam Thomson, Noah A. Smith
Bridging CNNs, RNNs, and Weighted Finite-State Machines. ACL (1) (2018)
Hao Peng, Roy Schwartz, Sam Thomson, Noah A. Smith
Rational Recurrences. EMNLP (2018)
Hao Peng, Sam Thomson, Swabha Swayamdipta, Noah A. Smith
Learning Joint Semantic Parsers from Disjoint Data. CoRR (2018)
Hao Peng, Sam Thomson, Noah A. Smith
Backpropagating through Structured Argmax using a SPIGOT. ACL (1) (2018)
Swabha Swayamdipta, Sam Thomson, Kenton Lee, Luke Zettlemoyer, Chris Dyer, Noah A. Smith
Syntactic Scaffolds for Semantic Structures. CoRR (2018)
Rowan Zellers, Mark Yatskar, Sam Thomson, Yejin Choi
Neural Motifs: Scene Graph Parsing With Global Context. CVPR (2018)
Fei Liu, Jeffrey Flanigan, Sam Thomson, Norman M. Sadeh, Noah A. Smith
Toward Abstractive Summarization Using Semantic Representations. CoRR (2018)
Hao Peng, Sam Thomson, Swabha Swayamdipta, Noah A. Smith
Learning Joint Semantic Parsers from Disjoint Data. NAACL-HLT (2018)
Hao Peng, Roy Schwartz, Sam Thomson, Noah A. Smith
Rational Recurrences. CoRR (2018)
Rowan Zellers, Mark Yatskar, Sam Thomson, Yejin Choi
Neural Motifs: Scene Graph Parsing with Global Context. CoRR (2017)
Hao Peng, Sam Thomson, Noah A. Smith
Deep Multitask Learning for Semantic Dependency Parsing. ACL (1) (2017)
Hao Peng, Sam Thomson, Noah A. Smith
Deep Multitask Learning for Semantic Dependency Parsing. CoRR (2017)
Swabha Swayamdipta, Sam Thomson, Chris Dyer, Noah A. Smith
Frame-Semantic Parsing with Softmax-Margin Segmental RNNs and a Syntactic Scaffold. CoRR (2017)
Meghana Kshirsagar, Sam Thomson, Nathan Schneider, Jaime G. Carbonell, Noah A. Smith, Chris Dyer
Frame-Semantic Role Labeling with Heterogeneous Annotations. ACL (2) (2015)
Fei Liu, Jeffrey Flanigan, Sam Thomson, Norman M. Sadeh, Noah A. Smith
Toward Abstractive Summarization Using Semantic Representations. HLT-NAACL (2015)
Jeffrey Flanigan, Sam Thomson, Jaime G. Carbonell, Chris Dyer, Noah A. Smith
A Discriminative Graph-Based Parser for the Abstract Meaning Representation. ACL (1) (2014)
Sam Thomson, Brendan O'Connor, Jeffrey Flanigan, David Bamman, Jesse Dodge, Swabha Swayamdipta, Nathan Schneider, Chris Dyer, Noah A. Smith
CMU: Arc-Factored, Discriminative Semantic Dependency Parsing. SemEval@COLING (2014)