Tailor: Generating and Perturbing Text with Semantic Controls

15 July 2021

Alexis Ross

Tongshuang Wu

Hao Peng

Matthew E. Peters

Matt Gardner

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Papers citing "Tailor: Generating and Perturbing Text with Semantic Controls"

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Title
Controlling Text Edition by Changing Answers of Specific Questions Lei Sha Patrick Hohenecker Thomas Lukasiewicz 135 7 0 23 May 2021
LEWIS: Levenshtein Editing for Unsupervised Text Style Transfer Machel Reid Victor Zhong 45 72 0 18 May 2021
Competency Problems: On Finding and Removing Artifacts in Language Data Matt Gardner William Merrill Jesse Dodge Matthew E. Peters Alexis Ross Sameer Singh Noah A. Smith 182 110 0 17 Apr 2021
StylePTB: A Compositional Benchmark for Fine-grained Controllable Text Style Transfer Yiwei Lyu Paul Pu Liang Hai Pham Eduard H. Hovy Barnabas Poczos Ruslan Salakhutdinov Louis-Philippe Morency 42 43 0 12 Apr 2021
InFillmore: Frame-Guided Language Generation with Bidirectional Context Jiefu Ou Nathaniel Weir Anton Belyy Felix X. Yu Benjamin Van Durme 60 5 0 08 Mar 2021
Neural Data Augmentation via Example Extrapolation Kenton Lee Kelvin Guu Luheng He Timothy Dozat Hyung Won Chung 33 72 0 02 Feb 2021
Generating Syntactically Controlled Paraphrases without Using Annotated Parallel Pairs Kuan-Hao Huang Kai-Wei Chang 180 69 0 26 Jan 2021
Structured Prediction as Translation between Augmented Natural Languages Giovanni Paolini Ben Athiwaratkun Jason Krone Jie Ma Alessandro Achille Rishita Anubhai Cicero Nogueira dos Santos Bing Xiang Stefano Soatto 46 287 0 14 Jan 2021
Polyjuice: Generating Counterfactuals for Explaining, Evaluating, and Improving Models Tongshuang Wu Marco Tulio Ribeiro Jeffrey Heer Daniel S. Weld 81 246 0 01 Jan 2021
Explaining NLP Models via Minimal Contrastive Editing (MiCE) Alexis Ross Ana Marasović Matthew E. Peters 62 122 0 27 Dec 2020
Generate Your Counterfactuals: Towards Controlled Counterfactual Generation for Text Nishtha Madaan Inkit Padhi Naveen Panwar Diptikalyan Saha CML 56 99 0 08 Dec 2020
COGS: A Compositional Generalization Challenge Based on Semantic Interpretation Najoung Kim Tal Linzen CoGe 41 276 0 12 Oct 2020
Learning to Recombine and Resample Data for Compositional Generalization Ekin Akyürek Afra Feyza Akyürek Jacob Andreas 53 79 0 08 Oct 2020
COD3S: Diverse Generation with Discrete Semantic Signatures Nathaniel Weir João Sedoc Benjamin Van Durme 24 14 0 06 Oct 2020
GPT-too: A language-model-first approach for AMR-to-text generation Manuel Mager Ramón Fernández Astudillo Tahira Naseem Md Arafat Sultan Young-Suk Lee Radu Florian Salim Roukos 49 100 0 18 May 2020
Syntax-guided Controlled Generation of Paraphrases Ashutosh Kumar Kabir Ahuja Raghuram Vadapalli Partha P. Talukdar 53 93 0 18 May 2020
Beyond Accuracy: Behavioral Testing of NLP models with CheckList Marco Tulio Ribeiro Tongshuang Wu Carlos Guestrin Sameer Singh ELM 133 1,089 0 08 May 2020
Aspect-Controlled Neural Argument Generation Benjamin Schiller Johannes Daxenberger Iryna Gurevych 34 74 0 30 Apr 2020
Politeness Transfer: A Tag and Generate Approach Aman Madaan Amrith Rajagopal Setlur Tanmay Parekh Barnabás Póczós Graham Neubig Yiming Yang Ruslan Salakhutdinov A. Black Shrimai Prabhumoye 104 160 0 29 Apr 2020
Syntactic Data Augmentation Increases Robustness to Inference Heuristics Junghyun Min R. Thomas McCoy Dipanjan Das Emily Pitler Tal Linzen 61 178 0 24 Apr 2020
Learning What Makes a Difference from Counterfactual Examples and Gradient Supervision Damien Teney Ehsan Abbasnejad Anton Van Den Hengel OOD SSL CML 68 119 0 20 Apr 2020
Say As You Wish: Fine-grained Control of Image Caption Generation with Abstract Scene Graphs Shizhe Chen Qin Jin Peng Wang Qi Wu DiffM 72 216 0 01 Mar 2020
Plug and Play Language Models: A Simple Approach to Controlled Text Generation Sumanth Dathathri Andrea Madotto Janice Lan Jane Hung Eric Frank Piero Molino J. Yosinski Rosanne Liu KELM 102 966 0 04 Dec 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 296 19,824 0 23 Oct 2019
Learning the Difference that Makes a Difference with Counterfactually-Augmented Data Divyansh Kaushik Eduard H. Hovy Zachary Chase Lipton CML 61 567 0 26 Sep 2019
CTRL: A Conditional Transformer Language Model for Controllable Generation N. Keskar Bryan McCann Lav Varshney Caiming Xiong R. Socher AI4CE 105 1,239 0 11 Sep 2019
Neural Text Generation with Unlikelihood Training Sean Welleck Ilia Kulikov Stephen Roller Emily Dinan Kyunghyun Cho Jason Weston MU 35 570 0 12 Aug 2019
RoBERTa: A Robustly Optimized BERT Pretraining Approach Yinhan Liu Myle Ott Naman Goyal Jingfei Du Mandar Joshi Danqi Chen Omer Levy M. Lewis Luke Zettlemoyer Veselin Stoyanov AIMat 415 24,160 0 26 Jul 2019
Generating Sentences from Disentangled Syntactic and Semantic Spaces Yu Bao Hao Zhou Shujian Huang Lei Li Lili Mou Olga Vechtomova Xinyu Dai Jiajun Chen DRL 35 107 0 06 Jul 2019
Controllable Paraphrase Generation with a Syntactic Exemplar Mingda Chen Qingming Tang Sam Wiseman Kevin Gimpel BDL 39 109 0 03 Jun 2019
BoolQ: Exploring the Surprising Difficulty of Natural Yes/No Questions Christopher Clark Kenton Lee Ming-Wei Chang Tom Kwiatkowski Michael Collins Kristina Toutanova 179 1,475 0 24 May 2019
Good-Enough Compositional Data Augmentation Jacob Andreas 54 233 0 21 Apr 2019
Simple BERT Models for Relation Extraction and Semantic Role Labeling Peng Shi Jimmy J. Lin VLM 50 445 0 10 Apr 2019
Text Generation with Exemplar-based Adaptive Decoding Hao Peng Ankur P. Parikh Manaal Faruqui Bhuwan Dhingra Dipanjan Das 70 57 0 09 Apr 2019
PAWS: Paraphrase Adversaries from Word Scrambling Yuan Zhang Jason Baldridge Luheng He 63 537 0 01 Apr 2019
Structural Neural Encoders for AMR-to-text Generation Marco Damonte Shay B. Cohen 54 71 0 27 Mar 2019
Right for the Wrong Reasons: Diagnosing Syntactic Heuristics in Natural Language Inference R. Thomas McCoy Ellie Pavlick Tal Linzen 117 1,226 0 04 Feb 2019
Stress Test Evaluation for Natural Language Inference Aakanksha Naik Abhilasha Ravichander Norman M. Sadeh Carolyn Rose Graham Neubig ELM 62 375 0 02 Jun 2018
A Multi-Axis Annotation Scheme for Event Temporal Relations Qiang Ning Hao Wu Dan Roth 35 171 0 20 Apr 2018
Adversarial Example Generation with Syntactically Controlled Paraphrase Networks Mohit Iyyer John Wieting Kevin Gimpel Luke Zettlemoyer AAML GAN 309 715 0 17 Apr 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 52 1,280 0 20 Mar 2018
Evaluating Compositionality in Sentence Embeddings Ishita Dasgupta Demi Guo Andreas Stuhlmuller S. Gershman Noah D. Goodman CoGe 48 121 0 12 Feb 2018
Relevance of Unsupervised Metrics in Task-Oriented Dialogue for Evaluating Natural Language Generation Shikhar Sharma Layla El Asri Hannes Schulz Jeremie Zumer 42 220 0 29 Jun 2017
Lexically Constrained Decoding for Sequence Generation Using Grid Beam Search Chris Hokamp Qun Liu 41 373 0 24 Apr 2017
Toward Controlled Generation of Text Zhiting Hu Zichao Yang Xiaodan Liang Ruslan Salakhutdinov Eric Xing 139 986 0 02 Mar 2017
SQuAD: 100,000+ Questions for Machine Comprehension of Text Pranav Rajpurkar Jian Zhang Konstantin Lopyrev Percy Liang RALM 166 8,067 0 16 Jun 2016
A large annotated corpus for learning natural language inference Samuel R. Bowman Gabor Angeli Christopher Potts Christopher D. Manning 229 4,268 0 21 Aug 2015