PARENTing via Model-Agnostic Reinforcement Learning to Correct Pathological Behaviors in Data-to-Text Generation

21 October 2020

Papers citing "PARENTing via Model-Agnostic Reinforcement Learning to Correct Pathological Behaviors in Data-to-Text Generation"

25 / 25 papers shown

Title
A Hierarchical Model for Data-to-Text Generation Clément Rebuffel Laure Soulier Geoffrey Scoutheeten Patrick Gallinari 53 64 0 20 Dec 2019
Semantic Noise Matters for Neural Natural Language Generation Ondrej Dusek David M. Howcroft Verena Rieser 64 118 0 10 Nov 2019
Evaluating the Factual Consistency of Abstractive Text Summarization Wojciech Kry'sciñski Bryan McCann Caiming Xiong R. Socher HILM 85 739 0 28 Oct 2019
Sticking to the Facts: Confident Decoding for Faithful Data-to-Text Generation Ran Tian Shashi Narayan Thibault Sellam Ankur P. Parikh HILM 65 94 0 19 Oct 2019
Answers Unite! Unsupervised Metrics for Reinforced Summarization Models Thomas Scialom Sylvain Lamprier Benjamin Piwowarski Jacopo Staiano 60 149 0 04 Sep 2019
Data-to-text Generation with Entity Modeling Ratish Puduppully Li Dong Mirella Lapata 38 116 0 07 Jun 2019
Handling Divergent Reference Texts when Evaluating Table-to-Text Generation Bhuwan Dhingra Manaal Faruqui Ankur P. Parikh Ming-Wei Chang Dipanjan Das William W. Cohen 61 195 0 03 Jun 2019
Deep Graph Convolutional Encoders for Structured Data to Text Generation Diego Marcheggiani Laura Perez-Beltrachini GNN 45 122 0 23 Oct 2018
Object Hallucination in Image Captioning Anna Rohrbach Lisa Anne Hendricks Kaylee Burns Trevor Darrell Kate Saenko 136 418 0 06 Sep 2018
Bootstrapping Generators from Noisy Data Laura Perez-Beltrachini Mirella Lapata 47 40 0 17 Apr 2018
Table-to-text Generation by Structure-aware Seq2seq Learning Tianyu Liu Kexiang Wang Lei Sha Baobao Chang Zhifang Sui LMTD 57 266 0 27 Nov 2017
Challenges in Data-to-Document Generation Sam Wiseman Stuart M. Shieber Alexander M. Rush 116 586 0 25 Jul 2017
Why We Need New Evaluation Metrics for NLG Jekaterina Novikova Ondrej Dusek Amanda Cercas Curry Verena Rieser 69 456 0 21 Jul 2017
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 526 129,831 0 12 Jun 2017
A Deep Reinforced Model for Abstractive Summarization Romain Paulus Caiming Xiong R. Socher AI4TS 163 1,551 0 11 May 2017
Get To The Point: Summarization with Pointer-Generator Networks A. See Peter J. Liu Christopher D. Manning 3DPC 214 4,006 0 14 Apr 2017
Survey of the State of the Art in Natural Language Generation: Core tasks, applications and evaluation Albert Gatt E. Krahmer LM&MA ELM 86 814 0 29 Mar 2017
OpenNMT: Open-Source Toolkit for Neural Machine Translation Guillaume Klein Yoon Kim Yuntian Deng Jean Senellart Alexander M. Rush 321 1,897 0 10 Jan 2017
Self-critical Sequence Training for Image Captioning Steven J. Rennie E. Marcheret Youssef Mroueh Jerret Ross Vaibhava Goel 103 1,882 0 02 Dec 2016
Google's Neural Machine Translation System: Bridging the Gap between Human and Machine Translation Yonghui Wu M. Schuster Zhiwen Chen Quoc V. Le Mohammad Norouzi ... Alex Rudnick Oriol Vinyals G. Corrado Macduff Hughes J. Dean AIMat 836 6,768 0 26 Sep 2016
Pointing the Unknown Words Çağlar Gülçehre Sungjin Ahn Ramesh Nallapati Bowen Zhou Yoshua Bengio 43 524 0 26 Mar 2016
How NOT To Evaluate Your Dialogue System: An Empirical Study of Unsupervised Evaluation Metrics for Dialogue Response Generation Chia-Wei Liu Ryan J. Lowe Iulian Serban Michael Noseworthy Laurent Charlin Joelle Pineau 94 1,292 0 25 Mar 2016
Sequence Level Training with Recurrent Neural Networks MarcÁurelio Ranzato S. Chopra Michael Auli Wojciech Zaremba 90 1,611 0 20 Nov 2015
Distilling the Knowledge in a Neural Network Geoffrey E. Hinton Oriol Vinyals J. Dean FedML 292 19,523 0 09 Mar 2015
Neural Machine Translation by Jointly Learning to Align and Translate Dzmitry Bahdanau Kyunghyun Cho Yoshua Bengio AIMat 424 27,205 0 01 Sep 2014