Sam Thomson

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Noah A. SmithUniversity of Washington; Allen Institute for Artificial IntelligenceVerified email at cs.washington.edu
Chris DyerDeepMind, Carnegie MellonVerified email at google.com
Jeffrey FlaniganAssistant Professor, University of California Santa CruzVerified email at ucsc.edu
Swabha SwayamdiptaUniversity of Southern CaliforniaVerified email at usc.edu
Norman SadehProfessor of Computer Science, Carnegie Mellon UniversityVerified email at cs.cmu.edu
Yejin ChoiUniversity of Washington / Allen Institute for Artificial IntelligenceVerified email at cs.washington.edu
Rowan ZellersOpenAIVerified email at cs.washington.edu
Mark YatskarUniversity of PennsylvaniaVerified email at cis.upenn.edu
Richard ShinPrincipal Researcher, Microsoft (Semantic Machines)Verified email at microsoft.com
Emmanouil Antonios PlataniosResearch Scientist, Scaled CognitionVerified email at scaledcognition.com
Adam PaulsMicrosoftVerified email at semanticmachines.com
Fei LiuEmory UniversityVerified email at emory.edu
Subhro RoyMicrosoftVerified email at microsoft.com
Jason EisnerProfessor of Computer Science, Johns Hopkins UniversityVerified email at cs.jhu.edu
Roy SchwartzSenior lecturer, the School of Computer Science, the Hebrew University of JerusalemVerified email at mail.huji.ac.il
Christopher H LinFacebook AIVerified email at fb.com
Luke ZettlemoyerUniversity of Washington; MetaVerified email at cs.washington.edu
Jacob AndreasMITVerified email at mit.edu
Nathan SchneiderAssociate Professor, Linguistics and Computer Science • Georgetown UniversityVerified email at georgetown.edu
Benjamin Van DurmeJohns Hopkins University; Microsoft Semantic MachinesVerified email at cs.jhu.edu

Sam Thomson

Microsoft

Verified email at microsoft.com - Homepage

Natural Language Processing Semantic Parsing Machine Learning


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Neural Motifs: Scene Graph Parsing with Global Context R Zellers, M Yatskar, S Thomson, Y Choi Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2018	910	2018
A Discriminative Graph-Based Parser for the Abstract Meaning Representation J Flanigan, S Thomson, J Carbonell, C Dyer, NA Smith ACL, 2014	362	2014
Toward Abstractive Summarization Using Semantic Representations F Liu, J Flanigan, S Thomson, N Sadeh, NA Smith	324	2015
Deep Multitask Learning for Semantic Dependency Parsing H Peng, S Thomson, NA Smith arXiv preprint arXiv:1704.06855, 2017	143	2017
Frame-Semantic Parsing with Softmax-Margin Segmental RNNs and a Syntactic Scaffold S Swayamdipta, S Thomson, C Dyer, NA Smith arXiv preprint arXiv:1706.09528, 2017	137	2017
Constrained Language Models Yield Few-Shot Semantic Parsers R Shin, C Lin, S Thomson, C Chen, S Roy, EA Platanios, A Pauls, D Klein, ... Proceedings of the 2021 Conference on Empirical Methods in Natural Language …, 2021	123*	2021
Task-Oriented Dialogue as Dataflow Synthesis J Andreas, J Bufe, D Burkett, C Chen, J Clausman, J Crawford, K Crim, ... Transactions of the Association for Computational Linguistics 8, 556-571, 2020	122*	2020
Syntactic Scaffolds for Semantic Structures S Swayamdipta, S Thomson, K Lee, L Zettlemoyer, C Dyer, NA Smith arXiv preprint arXiv:1808.10485, 2018	109	2018
Frame-Semantic Role Labeling with Heterogeneous Annotations M Kshirsagar, S Thomson, N Schneider, J Carbonell, NA Smith, C Dyer people 3, A0, 2015	80	2015
Learning Joint Semantic Parsers from Disjoint Data H Peng, S Thomson, S Swayamdipta, NA Smith arXiv preprint arXiv:1804.05990, 2018	64	2018
Compositional Generalization for Neural Semantic Parsing via Span-Level Supervised Attention P Yin, H Fang, G Neubig, A Pauls, EA Platanios, Y Su, S Thomson, ... Association for Computational Linguistics (ACL), 2021	47	2021
SoPa: Bridging CNNs, RNNs, and Weighted Finite-State Machines R Schwartz, S Thomson, NA Smith Proceedings of the 56th Annual Meeting of the Association for Computational …, 2018	38	2018
Rational Recurrences H Peng, R Schwartz, S Thomson, NA Smith arXiv preprint arXiv:1808.09357, 2018	37	2018
Backpropagating through Structured Argmax using a SPIGOT H Peng, S Thomson, NA Smith arXiv preprint arXiv:1805.04658, 2018	37	2018
Value-Agnostic Conversational Semantic Parsing EA Platanios, A Pauls, S Roy, Y Zhang, A Kyte, A Guo, S Thomson, ... Association for Computational Linguistics, 2021	14*	2021
CMU: Arc-Factored, Discriminative Semantic Dependency Parsing S Thomson, B O’Connor, J Flanigan, D Bamman, J Dodge, ... SemEval 2014, 176, 2014	13	2014
Benchclamp: A Benchmark for Evaluating Language Models on Semantic Parsing S Roy, S Thomson, T Chen, R Shin, A Pauls, J Eisner, B Van Durme arXiv preprint arXiv:2206.10668, 2022	9	2022
Online Semantic Parsing for Latency Reduction in Task-Oriented Dialogue J Zhou, J Eisner, M Newman, EA Platanios, S Thomson Proceedings of the 60th Annual Meeting of the Association for Computational …, 2022	3	2022
Encoding and Decoding Graph Representations of Natural Language S Thomson Carnegie Mellon University, 2019	3	2019
Guided K-best Selection for Semantic Parsing Annotation A Belyy, CY Huang, J Andreas, EA Platanios, S Thomson, R Shin, S Roy, ... Proceedings of the 60th Annual Meeting of the Association for Computational …, 2022	1	2022

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