Encoding Syntactic Constituency Paths for Frame-Semantic Parsing with Graph Convolutional Networks

26 November 2020

Papers citing "Encoding Syntactic Constituency Paths for Frame-Semantic Parsing with Graph Convolutional Networks"

24 / 24 papers shown

Title
Do Attention Heads in BERT Track Syntactic Dependencies? Phu Mon Htut Jason Phang Shikha Bordia Samuel R. Bowman 39 137 0 27 Nov 2019
Graph Convolutions over Constituent Trees for Syntax-Aware Semantic Role Labeling Diego Marcheggiani Ivan Titov GNN 21 39 0 21 Sep 2019
How to best use Syntax in Semantic Role Labelling Yufei Wang Mark Johnson Stephen Wan Yifang Sun Wei Wang 9 26 0 01 Jun 2019
Dependency or Span, End-to-End Uniform Semantic Role Labeling Z. Li Shexia He Zhao Hai Yiqing Zhang Zhuosheng Zhang Xi Zhou Xiang Zhou LRM 75 97 0 16 Jan 2019
Constituent Parsing as Sequence Labeling Carlos Gómez-Rodríguez David Vilares 35 61 0 21 Oct 2018
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 577 93,936 0 11 Oct 2018
A Span Selection Model for Semantic Role Labeling Hiroki Ouchi Hiroyuki Shindo Yuji Matsumoto 29 96 0 04 Oct 2018
Jointly Multiple Events Extraction via Attention-based Graph Information Aggregation Xiao Liu Zhunchen Luo Heyan Huang GNN 35 343 0 24 Sep 2018
Syntactic Scaffolds for Semantic Structures Swabha Swayamdipta Sam Thomson Kenton Lee Luke Zettlemoyer Chris Dyer Noah A. Smith 56 97 0 30 Aug 2018
Graph-to-Sequence Learning using Gated Graph Neural Networks Daniel Beck Gholamreza Haffari Trevor Cohn GNN 40 323 0 26 Jun 2018
Jointly Predicting Predicates and Arguments in Neural Semantic Role Labeling Luheng He Kenton Lee Omer Levy Luke Zettlemoyer 73 188 0 12 May 2018
Constituency Parsing with a Self-Attentive Encoder Nikita Kitaev Dan Klein 41 537 0 02 May 2018
Exploiting Semantics in Neural Machine Translation with Graph Convolutional Networks Diego Marcheggiani Jasmijn Bastings Ivan Titov GNN NAI 43 186 0 23 Apr 2018
Linguistically-Informed Self-Attention for Semantic Role Labeling Emma Strubell Pat Verga D. Andor David J. Weiss Andrew McCallum OffRL 54 379 0 23 Apr 2018
Learning Joint Semantic Parsers from Disjoint Data Hao Peng Sam Thomson Swabha Swayamdipta Noah A. Smith 63 66 0 17 Apr 2018
AllenNLP: A Deep Semantic Natural Language Processing Platform Matt Gardner Joel Grus Mark Neumann Oyvind Tafjord Pradeep Dasigi Nelson F. Liu Matthew E. Peters Michael Schmitz Luke Zettlemoyer VLM 39 1,280 0 20 Mar 2018
Deep contextualized word representations Matthew E. Peters Mark Neumann Mohit Iyyer Matt Gardner Christopher Clark Kenton Lee Luke Zettlemoyer NAI 44 11,520 0 15 Feb 2018
Deep Semantic Role Labeling with Self-Attention Zhixing Tan Mingxuan Wang Jun Xie Yidong Chen X. Shi 42 309 0 05 Dec 2017
Frame-Semantic Parsing with Softmax-Margin Segmental RNNs and a Syntactic Scaffold Swabha Swayamdipta Sam Thomson Chris Dyer Noah A. Smith 46 118 0 29 Jun 2017
Graph Convolutional Encoders for Syntax-aware Neural Machine Translation Jasmijn Bastings Ivan Titov Wilker Aziz Diego Marcheggiani K. Simaán GNN 48 492 0 15 Apr 2017
Encoding Sentences with Graph Convolutional Networks for Semantic Role Labeling Diego Marcheggiani Ivan Titov GNN NAI 22 830 0 14 Mar 2017
Neural Semantic Role Labeling with Dependency Path Embeddings Michael Roth Mirella Lapata 34 189 0 24 May 2016
Gated Graph Sequence Neural Networks Yujia Li Daniel Tarlow Marc Brockschmidt R. Zemel GNN 202 3,271 0 17 Nov 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 229 149,474 0 22 Dec 2014