Graph Convolutions over Constituent Trees for Syntax-Aware Semantic Role Labeling

21 September 2019

Papers citing "Graph Convolutions over Constituent Trees for Syntax-Aware Semantic Role Labeling"

28 / 28 papers shown

Title
Syntax-aware Multilingual Semantic Role Labeling Shexia He Z. Li Zhao Hai 67 49 0 01 Sep 2019
RoBERTa: A Robustly Optimized BERT Pretraining Approach Yinhan Liu Myle Ott Naman Goyal Jingfei Du Mandar Joshi Danqi Chen Omer Levy M. Lewis Luke Zettlemoyer Veselin Stoyanov AIMat 618 24,431 0 26 Jul 2019
How to best use Syntax in Semantic Role Labelling Yufei Wang Mark Johnson Stephen Wan Yifang Sun Wei Wang 39 26 0 01 Jun 2019
What do you learn from context? Probing for sentence structure in contextualized word representations Ian Tenney Patrick Xia Berlin Chen Alex Jinpeng Wang Adam Poliak ... Najoung Kim Benjamin Van Durme Samuel R. Bowman Dipanjan Das Ellie Pavlick 175 859 0 15 May 2019
Linguistic Knowledge and Transferability of Contextual Representations Nelson F. Liu Matt Gardner Yonatan Belinkov Matthew E. Peters Noah A. Smith 119 731 0 21 Mar 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 112 97 0 16 Jan 2019
Constituent Parsing as Sequence Labeling Carlos Gómez-Rodríguez David Vilares 49 64 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 1.7K 94,770 0 11 Oct 2018
A Span Selection Model for Semantic Role Labeling Hiroki Ouchi Hiroyuki Shindo Yuji Matsumoto 50 96 0 04 Oct 2018
Syntactic Scaffolds for Semantic Structures Swabha Swayamdipta Sam Thomson Kenton Lee Luke Zettlemoyer Chris Dyer Noah A. Smith 61 97 0 30 Aug 2018
Dissecting Contextual Word Embeddings: Architecture and Representation Matthew E. Peters Mark Neumann Luke Zettlemoyer Wen-tau Yih 96 429 0 27 Aug 2018
Jointly Predicting Predicates and Arguments in Neural Semantic Role Labeling Luheng He Kenton Lee Omer Levy Luke Zettlemoyer 109 189 0 12 May 2018
Constituency Parsing with a Self-Attentive Encoder Nikita Kitaev Dan Klein 73 542 0 02 May 2018
Linguistically-Informed Self-Attention for Semantic Role Labeling Emma Strubell Pat Verga D. Andor David J. Weiss Andrew McCallum OffRL 77 380 0 23 Apr 2018
Deep contextualized word representations Matthew E. Peters Mark Neumann Mohit Iyyer Matt Gardner Christopher Clark Kenton Lee Luke Zettlemoyer NAI 206 11,549 0 15 Feb 2018
Deep Semantic Role Labeling with Self-Attention Zhixing Tan Mingxuan Wang Jun Xie Yidong Chen X. Shi 59 310 0 05 Dec 2017
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 687 131,526 0 12 Jun 2017
Neural Message Passing for Quantum Chemistry Justin Gilmer S. Schoenholz Patrick F. Riley Oriol Vinyals George E. Dahl 590 7,443 0 04 Apr 2017
Encoding Sentences with Graph Convolutional Networks for Semantic Role Labeling Diego Marcheggiani Ivan Titov GNN NAI 75 832 0 14 Mar 2017
A Simple and Accurate Syntax-Agnostic Neural Model for Dependency-based Semantic Role Labeling Diego Marcheggiani Anton Frolov Ivan Titov 84 111 0 10 Jan 2017
Layer Normalization Jimmy Lei Ba J. Kiros Geoffrey E. Hinton 410 10,482 0 21 Jul 2016
Neural Semantic Role Labeling with Dependency Path Embeddings Michael Roth Mirella Lapata 46 190 0 24 May 2016
Language to Logical Form with Neural Attention Li Dong Mirella Lapata AI4CE NAI 106 730 0 06 Jan 2016
A Theoretically Grounded Application of Dropout in Recurrent Neural Networks Y. Gal Zoubin Ghahramani UQCV DRL BDL 180 1,650 0 16 Dec 2015
Training Very Deep Networks R. Srivastava Klaus Greff Jürgen Schmidhuber 161 1,681 0 22 Jul 2015
Improved Semantic Representations From Tree-Structured Long Short-Term Memory Networks Kai Sheng Tai R. Socher Christopher D. Manning AIMat 135 3,119 0 28 Feb 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.8K 150,039 0 22 Dec 2014
Generating Sequences With Recurrent Neural Networks Alex Graves GAN 149 4,033 0 04 Aug 2013