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Don't Take It Literally: An Edit-Invariant Sequence Loss for Text Generation

29 June 2021

Xiaodan Liang

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Papers citing "Don't Take It Literally: An Edit-Invariant Sequence Loss for Text Generation"

32 / 32 papers shown

Title
A Causal Lens for Controllable Text Generation Zhiting Hu Erran L. Li 90 64 0 22 Jan 2022
SimVLM: Simple Visual Language Model Pretraining with Weak Supervision Zirui Wang Jiahui Yu Adams Wei Yu Zihang Dai Yulia Tsvetkov Yuan Cao VLM MLLM 136 799 0 24 Aug 2021
Summarizing Text on Any Aspects: A Knowledge-Informed Weakly-Supervised Approach Bowen Tan Lianhui Qin Eric Xing Zhiting Hu 57 38 0 14 Oct 2020
Improved Natural Language Generation via Loss Truncation Daniel Kang Tatsunori Hashimoto 70 97 0 30 Apr 2020
Aligned Cross Entropy for Non-Autoregressive Machine Translation Marjan Ghazvininejad Vladimir Karpukhin Luke Zettlemoyer Omer Levy 71 116 0 03 Apr 2020
A Probabilistic Formulation of Unsupervised Text Style Transfer Junxian He Xinyi Wang Graham Neubig Taylor Berg-Kirkpatrick OOD 53 132 0 10 Feb 2020
Minimizing the Bag-of-Ngrams Difference for Non-Autoregressive Neural Machine Translation Chenze Shao Jinchao Zhang Yang Feng Fandong Meng Jie Zhou 57 92 0 21 Nov 2019
Learning Data Manipulation for Augmentation and Weighting Zhiting Hu Bowen Tan Ruslan Salakhutdinov Tom Michael Mitchell Eric Xing 66 120 0 28 Oct 2019
Fast Structured Decoding for Sequence Models Zhiqing Sun Zhuohan Li Haoqing Wang Zi Lin Di He Zhihong Deng 85 122 0 25 Oct 2019
Hint-Based Training for Non-Autoregressive Machine Translation Zhuohan Li Zi Lin Di He Fei Tian Tao Qin Liwei Wang Tie-Yan Liu 56 72 0 15 Sep 2019
Symmetric Cross Entropy for Robust Learning with Noisy Labels Yisen Wang Xingjun Ma Zaiyi Chen Yuan Luo Jinfeng Yi James Bailey NoLa 96 904 0 16 Aug 2019
Levenshtein Transformer Jiatao Gu Changhan Wang Jake Zhao 123 359 0 27 May 2019
Style Transformer: Unpaired Text Style Transfer without Disentangled Latent Representation Ning Dai Jianze Liang Xipeng Qiu Xuanjing Huang DRL 86 204 0 14 May 2019
fairseq: A Fast, Extensible Toolkit for Sequence Modeling Myle Ott Sergey Edunov Alexei Baevski Angela Fan Sam Gross Nathan Ng David Grangier Michael Auli VLM FaML 117 3,156 0 01 Apr 2019
Measuring Compositionality in Representation Learning Jacob Andreas CoGe 76 150 0 19 Feb 2019
Structured Content Preservation for Unsupervised Text Style Transfer Youzhi Tian Zhiting Hu Zhou Yu 56 45 0 15 Oct 2018
Greedy Search with Probabilistic N-gram Matching for Neural Machine Translation Chenze Shao Yang Feng Xilin Chen 50 28 0 10 Sep 2018
Delete, Retrieve, Generate: A Simple Approach to Sentiment and Style Transfer Juncen Li Robin Jia He He Percy Liang 93 554 0 17 Apr 2018
Non-Autoregressive Neural Machine Translation Jiatao Gu James Bradbury Caiming Xiong Victor O.K. Li R. Socher 107 798 0 07 Nov 2017
Style Transfer from Non-Parallel Text by Cross-Alignment T. Shen Tao Lei Regina Barzilay Tommi Jaakkola 126 776 0 26 May 2017
Get To The Point: Summarization with Pointer-Generator Networks A. See Peter J. Liu Christopher D. Manning 3DPC 311 4,029 0 14 Apr 2017
Toward Controlled Generation of Text Zhiting Hu Zichao Yang Xiaodan Liang Ruslan Salakhutdinov Eric Xing 170 990 0 02 Mar 2017
Self-critical Sequence Training for Image Captioning Steven J. Rennie E. Marcheret Youssef Mroueh Jerret Ross Vaibhava Goel 109 1,892 0 02 Dec 2016
Improved Image Captioning via Policy Gradient optimization of SPIDEr Siqi Liu Zhenhai Zhu Ning Ye S. Guadarrama Kevin Patrick Murphy 162 446 0 01 Dec 2016
Categorical Reparameterization with Gumbel-Softmax Eric Jang S. Gu Ben Poole BDL 363 5,388 0 03 Nov 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 914 6,797 0 26 Sep 2016
Deep Reinforcement Learning for Dialogue Generation Jiwei Li Will Monroe Alan Ritter Michel Galley Jianfeng Gao Dan Jurafsky 285 1,339 0 05 Jun 2016
Minimum Risk Training for Neural Machine Translation Shiqi Shen Yong Cheng Zhongjun He W. He Hua Wu Maosong Sun Yang Liu 130 469 0 08 Dec 2015
Sequence Level Training with Recurrent Neural Networks MarcÁurelio Ranzato S. Chopra Michael Auli Wojciech Zaremba 106 1,620 0 20 Nov 2015
Effective Approaches to Attention-based Neural Machine Translation Thang Luong Hieu H. Pham Christopher D. Manning 413 7,971 0 17 Aug 2015
Sequence to Sequence Learning with Neural Networks Ilya Sutskever Oriol Vinyals Quoc V. Le AIMat 448 20,606 0 10 Sep 2014
Neural Machine Translation by Jointly Learning to Align and Translate Dzmitry Bahdanau Kyunghyun Cho Yoshua Bengio AIMat 578 27,338 0 01 Sep 2014