Encoding Sentences with Graph Convolutional Networks for Semantic Role Labeling

14 March 2017

Papers citing "Encoding Sentences with Graph Convolutional Networks for Semantic Role Labeling"

25 / 25 papers shown

Title
GraphFM: Graph Factorization Machines for Feature Interaction Modeling Shu Wu Zekun Li Yunyue Su Zeyu Cui Xiaoyu Zhang Liang Wang 205 23 0 24 Feb 2025
Knowledge Embedding Based Graph Convolutional Network Donghan Yu Yiming Yang Ruohong Zhang Yuexin Wu GNN 93 11 0 12 Jun 2020
Learning to Extrapolate Knowledge: Transductive Few-shot Out-of-Graph Link Prediction Jinheon Baek Dong Bok Lee Sung Ju Hwang 80 88 0 11 Jun 2020
Benchmarking Graph Neural Networks Vijay Prakash Dwivedi Chaitanya K. Joshi Anh Tuan Luu T. Laurent Yoshua Bengio Xavier Bresson 397 939 0 02 Mar 2020
Neural Message Passing for Quantum Chemistry Justin Gilmer S. Schoenholz Patrick F. Riley Oriol Vinyals George E. Dahl 588 7,443 0 04 Apr 2017
Learning to Parse and Translate Improves Neural Machine Translation Akiko Eriguchi Yoshimasa Tsuruoka Kyunghyun Cho AI4CE AIMat 67 150 0 12 Feb 2017
A Simple and Accurate Syntax-Agnostic Neural Model for Dependency-based Semantic Role Labeling Diego Marcheggiani Anton Frolov Ivan Titov 82 111 0 10 Jan 2017
Language Modeling with Gated Convolutional Networks Yann N. Dauphin Angela Fan Michael Auli David Grangier 237 2,397 0 23 Dec 2016
Assessing the Ability of LSTMs to Learn Syntax-Sensitive Dependencies Tal Linzen Emmanuel Dupoux Yoav Goldberg 101 903 0 04 Nov 2016
Column Networks for Collective Classification Trang Pham T. Tran Dinh Q. Phung Svetha Venkatesh GNN 107 145 0 15 Sep 2016
Greedy, Joint Syntactic-Semantic Parsing with Stack LSTMs Swabha Swayamdipta Miguel Ballesteros Chris Dyer Noah A. Smith RALM 57 64 0 29 Jun 2016
Conditional Image Generation with PixelCNN Decoders Aaron van den Oord Nal Kalchbrenner Oriol Vinyals L. Espeholt Alex Graves Koray Kavukcuoglu VLM 202 2,509 0 16 Jun 2016
Linguistic Input Features Improve Neural Machine Translation Rico Sennrich Barry Haddow AI4CE 71 381 0 09 Jun 2016
Neural Semantic Role Labeling with Dependency Path Embeddings Michael Roth Mirella Lapata 46 190 0 24 May 2016
Simple and Accurate Dependency Parsing Using Bidirectional LSTM Feature Representations E. Kiperwasser Yoav Goldberg 71 666 0 14 Mar 2016
Molecular Graph Convolutions: Moving Beyond Fingerprints S. Kearnes Kevin McCloskey Marc Berndl Vijay S. Pande Patrick F. Riley GNN 137 1,449 0 02 Mar 2016
End-to-End Relation Extraction using LSTMs on Sequences and Tree Structures Makoto Miwa Joey Tianyi Zhou 132 1,188 0 05 Jan 2016
Named Entity Recognition with Bidirectional LSTM-CNNs Jason P. C. Chiu Eric Nichols 89 1,898 0 26 Nov 2015
Multi-task Sequence to Sequence Learning Minh-Thang Luong Quoc V. Le Ilya Sutskever Oriol Vinyals Lukasz Kaiser AIMat 107 807 0 19 Nov 2015
Gated Graph Sequence Neural Networks Yujia Li Daniel Tarlow Marc Brockschmidt R. Zemel GNN 341 3,282 0 17 Nov 2015
Convolutional Networks on Graphs for Learning Molecular Fingerprints David Duvenaud D. Maclaurin J. Aguilera-Iparraguirre Rafael Gómez-Bombarelli Timothy D. Hirzel Alán Aspuru-Guzik Ryan P. Adams GNN 221 3,350 0 30 Sep 2015
Transition-Based Dependency Parsing with Stack Long Short-Term Memory Chris Dyer Miguel Ballesteros Wang Ling Austin Matthews Noah A. Smith 117 802 0 29 May 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.8K 150,039 0 22 Dec 2014
Sequence to Sequence Learning with Neural Networks Ilya Sutskever Oriol Vinyals Quoc V. Le AIMat 434 20,541 0 10 Sep 2014
Learning Phrase Representations using RNN Encoder-Decoder for Statistical Machine Translation Kyunghyun Cho B. V. Merrienboer Çağlar Gülçehre Dzmitry Bahdanau Fethi Bougares Holger Schwenk Yoshua Bengio AIMat 1.0K 23,344 0 03 Jun 2014