Hierarchical Poset Decoding for Compositional Generalization in Language

15 October 2020

Papers citing "Hierarchical Poset Decoding for Compositional Generalization in Language"

30 / 30 papers shown

Title
Sneaking Syntax into Transformer Language Models with Tree Regularization Ananjan Nandi Christopher D. Manning Shikhar Murty 100 0 0 28 Nov 2024
Measuring Compositional Generalization: A Comprehensive Method on Realistic Data Daniel Keysers Nathanael Scharli Nathan Scales Hylke Buisman Daniel Furrer ... Tibor Tihon Dmitry Tsarkov Tianlin Li Marc van Zee Olivier Bousquet CoGe 52 351 0 20 Dec 2019
Compositional Generalization for Primitive Substitutions Yuanpeng Li Liang Zhao Jianyu Wang Joel Hestness 39 86 0 07 Oct 2019
Semantic Graph Parsing with Recurrent Neural Network DAG Grammars Federico Fancellu Sorcha Gilroy Adam Lopez Mirella Lapata GNN 31 21 0 30 Sep 2019
Deep Set Prediction Networks Yan Zhang Jonathon S. Hare Adam Prugel-Bennett 111 109 0 15 Jun 2019
Compositional generalization through meta sequence-to-sequence learning Brenden M. Lake CoGe 64 198 0 12 Jun 2019
Siamese recurrent networks learn first-order logic reasoning and exhibit zero-shot compositional generalization Mathijs Mul Willem H. Zuidema GNN ReLM NAI LRM 39 18 0 01 Jun 2019
MatchZoo: A Learning, Practicing, and Developing System for Neural Text Matching Jiafeng Guo Yixing Fan Xiang Ji Xueqi Cheng VLM 43 74 0 24 May 2019
Compositional generalization in a deep seq2seq model by separating syntax and semantics Jacob Russin Jason Jo R. C. O'Reilly Yoshua Bengio 55 103 0 22 Apr 2019
Unsupervised Recurrent Neural Network Grammars Yoon Kim Alexander M. Rush Lei Yu A. Kuncoro Chris Dyer Gábor Melis LRM RALM SSL 44 115 0 07 Apr 2019
Middle-Out Decoding Shikib Mehri Leonid Sigal 33 22 0 28 Oct 2018
Ordered Neurons: Integrating Tree Structures into Recurrent Neural Networks Songlin Yang Shawn Tan Alessandro Sordoni Aaron Courville 93 324 0 22 Oct 2018
Beyond Error Propagation in Neural Machine Translation: Characteristics of Language Also Matter Lijun Wu Xu Tan Di He Fei Tian Tao Qin Jianhuang Lai Tie-Yan Liu 45 48 0 01 Sep 2018
Rearranging the Familiar: Testing Compositional Generalization in Recurrent Networks J. Loula Marco Baroni Brenden M. Lake KELM CoGe 36 131 0 19 Jul 2018
AMR Parsing as Graph Prediction with Latent Alignment Chunchuan Lyu Ivan Titov GNN BDL 38 127 0 14 May 2018
Deep Perm-Set Net: Learn to predict sets with unknown permutation and cardinality using deep neural networks S. Hamid Rezatofighi Roman Kaskman F. Motlagh Javen Qinfeng Shi Daniel Cremers Laura Leal-Taixé Ian Reid SSL 45 23 0 02 May 2018
Neural Program Search: Solving Programming Tasks from Description and Examples Illia Polosukhin Alexander Skidanov NAI 103 59 0 12 Feb 2018
GraphVAE: Towards Generation of Small Graphs Using Variational Autoencoders M. Simonovsky N. Komodakis GNN BDL 84 842 0 09 Feb 2018
SQLNet: Generating Structured Queries From Natural Language Without Reinforcement Learning Xiaojun Xu Chang-rui Liu D. Song AI4TS 46 406 0 13 Nov 2017
Seq2SQL: Generating Structured Queries from Natural Language using Reinforcement Learning Victor Zhong Caiming Xiong R. Socher RALM 75 1,184 0 31 Aug 2017
Robust Incremental Neural Semantic Graph Parsing Jan Buys Phil Blunsom 3DV 41 72 0 24 Apr 2017
A Point Set Generation Network for 3D Object Reconstruction from a Single Image Haoqiang Fan Hao Su Leonidas Guibas 3DPC 3DV 152 2,223 0 02 Dec 2016
Enhanced LSTM for Natural Language Inference Qian Chen Xiao-Dan Zhu Zhenhua Ling Si Wei Hui Jiang Diana Inkpen LRM ReLM 74 1,128 0 20 Sep 2016
An Incremental Parser for Abstract Meaning Representation Marco Damonte Shay B. Cohen G. Satta CLL 60 170 0 22 Aug 2016
Recurrent Neural Network Grammars Chris Dyer A. Kuncoro Miguel Ballesteros Noah A. Smith GNN 71 524 0 25 Feb 2016
Language to Logical Form with Neural Attention Li Dong Mirella Lapata AI4CE NAI 68 730 0 06 Jan 2016
Order Matters: Sequence to sequence for sets Oriol Vinyals Samy Bengio M. Kudlur BDL 122 950 0 19 Nov 2015
Sequence to Sequence Learning with Neural Networks Ilya Sutskever Oriol Vinyals Quoc V. Le AIMat 280 20,491 0 10 Sep 2014
Neural Machine Translation by Jointly Learning to Align and Translate Dzmitry Bahdanau Kyunghyun Cho Yoshua Bengio AIMat 388 27,205 0 01 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 629 23,235 0 03 Jun 2014