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Neural Motifs: Scene Graph Parsing with Global Context
- Rowan Zellers, Mark Yatskar, Sam Thomson, Yejin Choi
- Computer ScienceIEEE/CVF Conference on Computer Vision and…
- 17 November 2017
TLDR
A Discriminative Graph-Based Parser for the Abstract Meaning Representation
- Jeffrey Flanigan, Sam Thomson, J. Carbonell, Chris Dyer, Noah A. Smith
- Computer ScienceACL
- 1 June 2014
TLDR
Toward Abstractive Summarization Using Semantic Representations
- Fei Liu, Jeffrey Flanigan, Sam Thomson, N. Sadeh, Noah A. Smith
- Computer ScienceNAACL
- 25 May 2018
TLDR
Deep Multitask Learning for Semantic Dependency Parsing
- Hao Peng, Sam Thomson, Noah A. Smith
- Computer ScienceACL
- 1 April 2017
We present a deep neural architecture that parses sentences into three semantic dependency graph formalisms. By using efficient, nearly arc-factored inference and a bidirectional-LSTM composed with a…
Frame-Semantic Parsing with Softmax-Margin Segmental RNNs and a Syntactic Scaffold
- Swabha Swayamdipta, Sam Thomson, Chris Dyer, Noah A. Smith
- Computer ScienceArXiv
- 29 June 2017
TLDR
Syntactic Scaffolds for Semantic Structures
- Swabha Swayamdipta, Sam Thomson, Kenton Lee, Luke Zettlemoyer, Chris Dyer, Noah A. Smith
- Computer ScienceEMNLP
- 30 August 2018
TLDR
Frame-Semantic Role Labeling with Heterogeneous Annotations
- Meghana Kshirsagar, Sam Thomson, Nathan Schneider, J. Carbonell, Noah A. Smith, Chris Dyer
- Computer ScienceACL
- 1 July 2015
TLDR
Learning Joint Semantic Parsers from Disjoint Data
- Hao Peng, Sam Thomson, Swabha Swayamdipta, Noah A. Smith
- Computer ScienceNAACL
- 17 April 2018
TLDR
Constrained Language Models Yield Few-Shot Semantic Parsers
- Richard Shin, C. H. Lin, Benjamin Van Durme
- Computer Science, LinguisticsEMNLP
- 18 April 2021
TLDR
Backpropagating through Structured Argmax using a SPIGOT
- Hao Peng, Sam Thomson, Noah A. Smith
- Computer ScienceACL
- 12 May 2018
TLDR
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