Improving AMR Parsing with Sequence-to-Sequence Pre-training

5 October 2020

Min Zhang

ArXiv (abs)PDF HTML Github (42★)

Papers citing "Improving AMR Parsing with Sequence-to-Sequence Pre-training"

34 / 34 papers shown

Title
AMR Parsing via Graph-Sequence Iterative Inference Deng Cai Wai Lam GNN 64 116 0 12 Apr 2020
Incorporating BERT into Neural Machine Translation Jinhua Zhu Yingce Xia Lijun Wu Di He Tao Qin Wen-gang Zhou Houqiang Li Tie-Yan Liu FedML AIMat 46 360 0 17 Feb 2020
PEGASUS: Pre-training with Extracted Gap-sentences for Abstractive Summarization Jingqing Zhang Yao-Min Zhao Mohammad Saleh Peter J. Liu RALM 3DGS 297 2,054 0 18 Dec 2019
BART: Denoising Sequence-to-Sequence Pre-training for Natural Language Generation, Translation, and Comprehension M. Lewis Yinhan Liu Naman Goyal Marjan Ghazvininejad Abdel-rahman Mohamed Omer Levy Veselin Stoyanov Luke Zettlemoyer AIMat VLM 266 10,880 0 29 Oct 2019
Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer Colin Raffel Noam M. Shazeer Adam Roberts Katherine Lee Sharan Narang Michael Matena Yanqi Zhou Wei Li Peter J. Liu AIMat 503 20,342 0 23 Oct 2019
Core Semantic First: A Top-down Approach for AMR Parsing Deng Cai W. Lam GNN 62 54 0 10 Sep 2019
Broad-Coverage Semantic Parsing as Transduction Sheng Zhang Xutai Ma Kevin Duh Benjamin Van Durme 100 73 0 05 Sep 2019
Modeling Graph Structure in Transformer for Better AMR-to-Text Generation Jiehan Zhu Junhui Li Muhua Zhu Longhua Qian Min Zhang Guodong Zhou 66 102 0 31 Aug 2019
Denoising based Sequence-to-Sequence Pre-training for Text Generation Liang Wang Wei Zhao Ruoyu Jia Sujian Li Jingming Liu VLM AI4CE 72 37 0 22 Aug 2019
Rewarding Smatch: Transition-Based AMR Parsing with Reinforcement Learning Tahira Naseem Abhishek Shah Hui Wan Radu Florian Salim Roukos Miguel Ballesteros 66 59 0 31 May 2019
AMR Parsing as Sequence-to-Graph Transduction Sheng Zhang Xutai Ma Kevin Duh Benjamin Van Durme 57 148 0 21 May 2019
MASS: Masked Sequence to Sequence Pre-training for Language Generation Kaitao Song Xu Tan Tao Qin Jianfeng Lu Tie-Yan Liu 132 966 0 07 May 2019
Pre-trained Language Model Representations for Language Generation Sergey Edunov Alexei Baevski Michael Auli 71 130 0 22 Mar 2019
Assessing BERT's Syntactic Abilities Yoav Goldberg 75 496 0 16 Jan 2019
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.8K 95,324 0 11 Oct 2018
AMR Dependency Parsing with a Typed Semantic Algebra Jonas Groschwitz Matthias Lindemann Meaghan Fowlie Mark Johnson Alexander Koller GNN 55 61 0 29 May 2018
AMR Parsing as Graph Prediction with Latent Alignment Chunchuan Lyu Ivan Titov GNN BDL 73 128 0 14 May 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 95 1,282 0 20 Mar 2018
Deep contextualized word representations Matthew E. Peters Mark Neumann Mohit Iyyer Matt Gardner Christopher Clark Kenton Lee Luke Zettlemoyer NAI 233 11,565 0 15 Feb 2018
Learned in Translation: Contextualized Word Vectors Bryan McCann James Bradbury Caiming Xiong R. Socher 126 910 0 01 Aug 2017
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 805 132,725 0 12 Jun 2017
Neural Semantic Parsing by Character-based Translation: Experiments with Abstract Meaning Representations Rik van Noord Johan Bos 58 87 0 28 May 2017
Modeling Source Syntax for Neural Machine Translation Junhui Li Deyi Xiong Zhaopeng Tu Muhua Zhu Min Zhang Guodong Zhou 67 146 0 02 May 2017
Neural AMR: Sequence-to-Sequence Models for Parsing and Generation Ioannis Konstas Srini Iyer Mark Yatskar Yejin Choi Luke Zettlemoyer AIMat 79 304 0 26 Apr 2017
Addressing the Data Sparsity Issue in Neural AMR Parsing Xiaochang Peng Chuan Wang D. Gildea Nianwen Xue MoE 82 73 0 16 Feb 2017
OpenNMT: Open-Source Toolkit for Neural Machine Translation Guillaume Klein Yoon Kim Yuntian Deng Jean Senellart Alexander M. Rush 338 1,900 0 10 Jan 2017
Google's Multilingual Neural Machine Translation System: Enabling Zero-Shot Translation Melvin Johnson M. Schuster Quoc V. Le M. Krikun Yonghui Wu ... F. Viégas Martin Wattenberg Gregory S. Corrado Macduff Hughes Jeffrey Dean 131 2,096 0 14 Nov 2016
An Incremental Parser for Abstract Meaning Representation Marco Damonte Shay B. Cohen G. Satta CLL 94 171 0 22 Aug 2016
Learning without Forgetting Zhizhong Li Derek Hoiem CLL OOD SSL 311 4,442 0 29 Jun 2016
Semi-supervised Sequence Learning Andrew M. Dai Quoc V. Le SSL 134 1,234 0 04 Nov 2015
Neural Machine Translation of Rare Words with Subword Units Rico Sennrich Barry Haddow Alexandra Birch 238 7,760 0 31 Aug 2015
Robust Subgraph Generation Improves Abstract Meaning Representation Parsing Keenon Werling Gabor Angeli Christopher D. Manning 102 53 0 10 Jun 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 2.1K 150,433 0 22 Dec 2014
Distributed Representations of Words and Phrases and their Compositionality Tomas Mikolov Ilya Sutskever Kai Chen G. Corrado J. Dean NAI OCL 404 33,573 0 16 Oct 2013