PAWS: Paraphrase Adversaries from Word Scrambling

1 April 2019

Yuan Zhang

Papers citing "PAWS: Paraphrase Adversaries from Word Scrambling"

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Title
GOLD: Improving Out-of-Scope Detection in Dialogues using Data AugmentationConference on Empirical Methods in Natural Language Processing (EMNLP), 2021 Derek Chen Zhou Yu 129 31 0 07 Sep 2021
Nearest Neighbour Few-Shot Learning for Cross-lingual Classification M Saiful Bari Batool Haider Saab Mansour VLM 74 15 0 06 Sep 2021
End-to-End Self-Debiasing Framework for Robust NLU Training Abbas Ghaddar Philippe Langlais Mehdi Rezagholizadeh Ahmad Rashid UQCV 129 41 0 05 Sep 2021
Finetuned Language Models Are Zero-Shot Learners Jason W. Wei Maarten Bosma Vincent Zhao Kelvin Guu Adams Wei Yu Brian Lester Nan Du Andrew M. Dai Quoc V. Le ALM UQCV 1.1K 4,523 0 03 Sep 2021
Don't Discard All the Biased Instances: Investigating a Core Assumption in Dataset Bias Mitigation TechniquesConference on Empirical Methods in Natural Language Processing (EMNLP), 2021 Hossein Amirkhani Mohammad Taher Pilehvar 102 6 0 01 Sep 2021
A Generative Approach for Mitigating Structural Biases in Natural Language Inference Dimion Asael Zachary M. Ziegler Yonatan Belinkov 152 8 0 31 Aug 2021
Post-hoc Interpretability for Neural NLP: A SurveyACM Computing Surveys (CSUR), 2021 Andreas Madsen Siva Reddy A. Chandar XAI 281 271 0 10 Aug 2021
Context-aware Adversarial Training for Name Regularity Bias in Named Entity RecognitionTransactions of the Association for Computational Linguistics (TACL), 2021 Abbas Ghaddar Philippe Langlais Ahmad Rashid Mehdi Rezagholizadeh 237 45 0 24 Jul 2021
A Differentiable Language Model Adversarial Attack on Text ClassifiersIEEE Access (IEEE Access), 2021 I. Fursov Alexey Zaytsev Pavel Burnyshev Ekaterina Dmitrieva Nikita Klyuchnikov A. Kravchenko Ekaterina Artemova Evgeny Burnaev SILM 111 20 0 23 Jul 2021
Generative Pretraining for Paraphrase EvaluationAnnual Meeting of the Association for Computational Linguistics (ACL), 2021 J. Weston R. Lenain U. Meepegama E. Fristed AIMat 136 11 0 17 Jul 2021
Tailor: Generating and Perturbing Text with Semantic ControlsAnnual Meeting of the Association for Computational Linguistics (ACL), 2021 Alexis Ross Tongshuang Wu Hao Peng Matthew E. Peters Matt Gardner 303 83 0 15 Jul 2021
Revisiting the Primacy of English in Zero-shot Cross-lingual Transfer Iulia Turc Kenton Lee Jacob Eisenstein Ming-Wei Chang Kristina Toutanova 131 60 0 30 Jun 2021
Question Answering Infused Pre-training of General-Purpose Contextualized Representations Robin Jia M. Lewis Luke Zettlemoyer 151 30 0 15 Jun 2021
Improving Paraphrase Detection with the Adversarial Paraphrasing TaskAnnual Meeting of the Association for Computational Linguistics (ACL), 2021 Animesh Nighojkar John Licato 145 40 0 14 Jun 2021
Learning Multilingual Representation for Natural Language Understanding with Enhanced Cross-Lingual Supervision Yinpeng Guo Liangyou Li Xin Jiang Qun Liu 136 0 0 09 Jun 2021
Predicting the Success of Domain Adaptation in Text SimilarityWorkshop on Representation Learning for NLP (RepL4NLP), 2021 Nicolai Pogrebnyakov Shohreh Shaghaghian 105 6 0 08 Jun 2021
XtremeDistilTransformers: Task Transfer for Task-agnostic Distillation Subhabrata Mukherjee Ahmed Hassan Awadallah Jianfeng Gao 219 23 0 08 Jun 2021
Parameter-efficient Multi-task Fine-tuning for Transformers via Shared HypernetworksAnnual Meeting of the Association for Computational Linguistics (ACL), 2021 Rabeeh Karimi Mahabadi Sebastian Ruder Mostafa Dehghani James Henderson MoE 247 342 0 08 Jun 2021
Counterfactual Maximum Likelihood Estimation for Training Deep NetworksNeural Information Processing Systems (NeurIPS), 2021 Xinyi Wang Wenhu Chen Michael Stephen Saxon Wenjie Wang OOD CML BDL 236 8 0 07 Jun 2021
Generating Informative Conclusions for Argumentative TextsFindings (Findings), 2021 S. Syed Khalid Al Khatib Milad Alshomary Henning Wachsmuth Martin Potthast 95 25 0 02 Jun 2021
Sub-Character Tokenization for Chinese Pretrained Language ModelsTransactions of the Association for Computational Linguistics (TACL), 2021 Chenglei Si Zhengyan Zhang Yingfa Chen Fanchao Qi Xiaozhi Wang Zhiyuan Liu Yasheng Wang Qun Liu Maosong Sun 205 16 0 01 Jun 2021
HiddenCut: Simple Data Augmentation for Natural Language Understanding with Better GeneralizationAnnual Meeting of the Association for Computational Linguistics (ACL), 2021 Jiaao Chen Dinghan Shen Weizhu Chen Diyi Yang BDL 146 50 0 31 May 2021
On the Interplay Between Fine-tuning and Composition in TransformersFindings (Findings), 2021 Lang-Chi Yu Allyson Ettinger 186 14 0 31 May 2021
ProtAugment: Unsupervised diverse short-texts paraphrasing for intent detection meta-learningAnnual Meeting of the Association for Computational Linguistics (ACL), 2021 Thomas Dopierre Christophe Gravier Wilfried Logerais 210 38 0 27 May 2021
Quotient Space-Based Keyword Retrieval in Sponsored Search Yijiang Lian Shuang Li Chaobing Feng Yanfeng Zhu 74 1 0 26 May 2021
KLUE: Korean Language Understanding Evaluation Sungjoon Park Jihyung Moon Sungdong Kim Won Ik Cho Jiyoon Han ... Seonghyun Kim Lucy Park Alice Oh Jung-Woo Ha Kyunghyun Cho ELM VLM 400 218 0 20 May 2021
MATE-KD: Masked Adversarial TExt, a Companion to Knowledge DistillationAnnual Meeting of the Association for Computational Linguistics (ACL), 2021 Ahmad Rashid Vasileios Lioutas Mehdi Rezagholizadeh AAML 220 39 0 12 May 2021
A Survey of Data Augmentation Approaches for NLPFindings (Findings), 2021 Steven Y. Feng Varun Gangal Jason W. Wei Sarath Chandar Soroush Vosoughi Teruko Mitamura Eduard H. Hovy AIMat 596 899 0 07 May 2021
Reliability Testing for Natural Language Processing SystemsAnnual Meeting of the Association for Computational Linguistics (ACL), 2021 Samson Tan Shafiq Joty K. Baxter Araz Taeihagh G. Bennett Min-Yen Kan 291 42 0 06 May 2021
Quantitative Evaluation of Alternative Translations in a Corpus of Highly Dissimilar Finnish Paraphrases Li-Hsin Chang S. Pyysalo Jenna Kanerva Filip Ginter 152 2 0 06 May 2021
XeroAlign: Zero-Shot Cross-lingual Transformer AlignmentFindings (Findings), 2021 Milan Gritta Ignacio Iacobacci 161 23 0 06 May 2021
Semi-supervised Interactive Intent Labeling Saurav Sahay Eda Okur N. Hakim L. Nachman VLM 146 8 0 27 Apr 2021
CrossFit: A Few-shot Learning Challenge for Cross-task Generalization in NLPConference on Empirical Methods in Natural Language Processing (EMNLP), 2021 Qinyuan Ye Bill Yuchen Lin Xiang Ren 573 194 0 18 Apr 2021
Learn Continually, Generalize Rapidly: Lifelong Knowledge Accumulation for Few-shot LearningConference on Empirical Methods in Natural Language Processing (EMNLP), 2021 Xisen Jin Bill Yuchen Lin Mohammad Rostami Xiang Ren BDL CLL 274 44 0 18 Apr 2021
Masked Language Modeling and the Distributional Hypothesis: Order Word Matters Pre-training for LittleConference on Empirical Methods in Natural Language Processing (EMNLP), 2021 Koustuv Sinha Robin Jia Dieuwke Hupkes J. Pineau Adina Williams Douwe Kiela 208 271 0 14 Apr 2021
Efficient Explanations from Empirical ExplainersBlackboxNLP Workshop on Analyzing and Interpreting Neural Networks for NLP (BlackBoxNLP), 2021 Robert Schwarzenberg Nils Feldhus Sebastian Möller FAtt 252 9 0 29 Mar 2021
Unsupervised Contextual Paraphrase Generation using Lexical Control and Reinforcement Learning Sonal Garg Sumanth Prabhu Hemant Misra G. Srinivasaraghavan 127 15 0 23 Mar 2021
Get Your Vitamin C! Robust Fact Verification with Contrastive EvidenceNorth American Chapter of the Association for Computational Linguistics (NAACL), 2021 Tal Schuster Adam Fisch Regina Barzilay 224 257 0 15 Mar 2021
Polyjuice: Generating Counterfactuals for Explaining, Evaluating, and Improving ModelsAnnual Meeting of the Association for Computational Linguistics (ACL), 2021 Tongshuang Wu Marco Tulio Ribeiro Jeffrey Heer Daniel S. Weld 315 279 0 01 Jan 2021
A Closer Look at Few-Shot Crosslingual Transfer: The Choice of Shots MattersAnnual Meeting of the Association for Computational Linguistics (ACL), 2020 Mengjie Zhao Yi Zhu Ehsan Shareghi Ivan Vulić Roi Reichart Anna Korhonen Hinrich Schütze 199 66 0 31 Dec 2020
TexSmart: A Text Understanding System for Fine-Grained NER and Enhanced Semantic Analysis Haisong Zhang Lemao Liu Haiyun Jiang Yangming Li Enbo Zhao ... Tao Yang Dong Yu Feng Zhang Zhanhui Kang Shuming Shi 158 24 0 31 Dec 2020
Open Korean Corpora: A Practical Report Won Ik Cho Sangwhan Moon YoungSook Song 200 11 0 31 Dec 2020
Pivot Through English: Reliably Answering Multilingual Questions without Document Retrieval Ivan Montero Shayne Longpre Ni Lao Andrew J. Frank Christopher DuBois LRM 184 5 0 28 Dec 2020
AdvExpander: Generating Natural Language Adversarial Examples by Expanding TextIEEE/ACM Transactions on Audio Speech and Language Processing (TASLP), 2020 Zhihong Shao Zitao Liu Jiyong Zhang Zhongqin Wu Shiyu Huang AAML 135 10 0 18 Dec 2020
WILDS: A Benchmark of in-the-Wild Distribution ShiftsInternational Conference on Machine Learning (ICML), 2020 Pang Wei Koh Shiori Sagawa Henrik Marklund Sang Michael Xie Marvin Zhang ... A. Kundaje Emma Pierson Sergey Levine Chelsea Finn Abigail Z. Jacobs OOD 634 1,629 0 14 Dec 2020
Improving Robustness by Augmenting Training Sentences with Predicate-Argument Structures N. Moosavi M. Boer Prasetya Ajie Utama Iryna Gurevych 162 13 0 23 Oct 2020
Simulated Chats for Building Dialog Systems: Learning to Generate Conversations from InstructionsConference on Empirical Methods in Natural Language Processing (EMNLP), 2020 Biswesh Mohapatra Gaurav Pandey Danish Contractor Sachindra Joshi 219 30 0 20 Oct 2020
Explicit Alignment Objectives for Multilingual Bidirectional Encoders Junjie Hu Melvin Johnson Orhan Firat Aditya Siddhant Graham Neubig 202 63 0 15 Oct 2020
Counterfactual Variable Control for Robust and Interpretable Question Answering S. Yu Yulei Niu Shuohang Wang Jing Jiang Qianru Sun AAML OOD 235 9 0 12 Oct 2020
Evaluating Factuality in Generation with Dependency-level Entailment Tanya Goyal Greg Durrett 369 159 0 12 Oct 2020