PAWS: Paraphrase Adversaries from Word Scrambling

1 April 2019

Yuan Zhang

Papers citing "PAWS: Paraphrase Adversaries from Word Scrambling"

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Title
Clinical Dialogue Transcription Error Correction using Seq2Seq Models Gayani Nanayakkara Nirmalie Wiratunga D. Corsar Kyle Martin A. Wijekoon 100 3 0 26 May 2022
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Let the Model Decide its Curriculum for Multitask LearningWorkshop on Deep Learning Approaches for Low-Resource Natural Language Processing (ALNLP), 2022 Neeraj Varshney Swaroop Mishra Chitta Baral 168 8 0 19 May 2022
Feature Aggregation in Zero-Shot Cross-Lingual Transfer Using Multilingual BERTInternational Conference on Pattern Recognition (ICPR), 2022 Beiduo Chen Wu Guo Quan Liu Kun Tao 196 3 0 17 May 2022
Data Augmentation with Paraphrase Generation and Entity Extraction for Multimodal Dialogue SystemInternational Conference on Language Resources and Evaluation (LREC), 2022 Eda Okur Saurav Sahay L. Nachman 123 28 0 09 May 2022
Necessity and Sufficiency for Explaining Text Classifiers: A Case Study in Hate Speech DetectionNorth American Chapter of the Association for Computational Linguistics (NAACL), 2022 Esma Balkir I. Nejadgholi Kathleen C. Fraser S. Kiritchenko FAtt 173 30 0 06 May 2022
ALBETO and DistilBETO: Lightweight Spanish Language ModelsInternational Conference on Language Resources and Evaluation (LREC), 2022 J. Canete S. Donoso Felipe Bravo-Marquez Andrés Carvallo Vladimir Araujo 174 24 0 19 Apr 2022
TRUE: Re-evaluating Factual Consistency EvaluationWorkshop on Document-grounded Dialogue and Conversational Question Answering (DialDoc), 2022 Or Honovich Roee Aharoni Jonathan Herzig Hagai Taitelbaum Doron Kukliansy Vered Cohen Thomas Scialom Idan Szpektor Avinatan Hassidim Yossi Matias HILM 227 4 0 11 Apr 2022
VALUE: Understanding Dialect Disparity in NLUAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 Caleb Ziems Jiaao Chen Camille Harris J. Anderson Diyi Yang ELM 240 53 0 06 Apr 2022
EnCBP: A New Benchmark Dataset for Finer-Grained Cultural Background Prediction in EnglishFindings (Findings), 2022 Weicheng Ma Samiha Datta Lili Wang Soroush Vosoughi 104 9 0 28 Mar 2022
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Word Order Does Matter (And Shuffled Language Models Know It)Annual Meeting of the Association for Computational Linguistics (ACL), 2022 Vinit Ravishankar Mostafa Abdou Artur Kulmizev Anders Søgaard 154 49 0 21 Mar 2022
Leveraging Expert Guided Adversarial Augmentation For Improving Generalization in Named Entity RecognitionFindings (Findings), 2022 Aaron Reich Jiaao Chen Aastha Agrawal Yanzhe Zhang Diyi Yang AAML 176 6 0 21 Mar 2022
When Chosen Wisely, More Data Is What You Need: A Universal Sample-Efficient Strategy For Data AugmentationFindings (Findings), 2022 Ehsan Kamalloo Mehdi Rezagholizadeh A. Ghodsi 176 11 0 17 Mar 2022
Delta Tuning: A Comprehensive Study of Parameter Efficient Methods for Pre-trained Language Models Ning Ding Yujia Qin Guang Yang Fu Wei Zonghan Yang ... Jianfei Chen Yang Liu Jie Tang Juan Li Maosong Sun 290 225 0 14 Mar 2022
A Survey of Adversarial Defences and Robustness in NLP Shreyansh Goyal Sumanth Doddapaneni Mitesh M.Khapra B. Ravindran AAML 379 35 0 12 Mar 2022
HyperPELT: Unified Parameter-Efficient Language Model Tuning for Both Language and Vision-and-Language TasksAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 Zhengkun Zhang Wenya Guo Xiaojun Meng Yasheng Wang Yadao Wang Xin Jiang Qun Liu Zhenglu Yang 180 17 0 08 Mar 2022
ILDAE: Instance-Level Difficulty Analysis of Evaluation DataAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 Neeraj Varshney Swaroop Mishra Chitta Baral 147 21 0 07 Mar 2022
Investigating Selective Prediction Approaches Across Several Tasks in IID, OOD, and Adversarial SettingsFindings (Findings), 2022 Neeraj Varshney Swaroop Mishra Chitta Baral 270 61 0 01 Mar 2022
Robust Textual Embedding against Word-level Adversarial AttacksConference on Uncertainty in Artificial Intelligence (UAI), 2022 Yichen Yang Xiaosen Wang Kun He AAML 146 20 0 28 Feb 2022
Threats to Pre-trained Language Models: Survey and Taxonomy Shangwei Guo Chunlong Xie Jiwei Li Lingjuan Lyu Tianwei Zhang PILM 128 36 0 14 Feb 2022
What are the best systems? New perspectives on NLP Benchmarking Pierre Colombo Nathan Noiry Ekhine Irurozki Nathan Huet 408 43 0 08 Feb 2022
MuLVE, A Multi-Language Vocabulary Evaluation Data SetInternational Conference on Language Resources and Evaluation (LREC), 2022 Anik Jacobsen Salar Mohtaj Sebastian Möller 57 1 0 17 Jan 2022
DuQM: A Chinese Dataset of Linguistically Perturbed Natural Questions for Evaluating the Robustness of Question Matching Models Hongyu Zhu Yan Chen Jing Yang Jing Liu Yu Hong Ying-Cong Chen Hua Wu Haifeng Wang AAML 162 6 0 16 Dec 2021
DG2: Data Augmentation Through Document Grounded Dialogue Generation Qingyang Wu Song Feng Derek Chen Sachindra Joshi Luis A. Lastras Zhou Yu 130 18 0 15 Dec 2021
Measure and Improve Robustness in NLP Models: A Survey Xuezhi Wang Haohan Wang Diyi Yang 488 156 0 15 Dec 2021
NL-Augmenter: A Framework for Task-Sensitive Natural Language Augmentation Kaustubh D. Dhole Varun Gangal Sebastian Gehrmann Aadesh Gupta Zhenhao Li ... Tianbao Xie Usama Yaseen Michael A. Yee J. Zhang Yue Zhang 394 95 0 06 Dec 2021
Simple Contrastive Representation Adversarial Learning for NLP Tasks Deshui Miao Jiaqi Zhang Wenbo Xie Jian Song Xin Li Lijuan Jia Ning Guo SSL 122 17 0 26 Nov 2021
Extracting and filtering paraphrases by bridging natural language inference and paraphrasing Matej Klemen Marko Robnik-Šikonja 128 3 0 13 Nov 2021
NATURE: Natural Auxiliary Text Utterances for Realistic Spoken Language Evaluation David Alfonso-Hermelo Ahmad Rashid Abbas Ghaddar Huawei Noah’s Mehdi Rezagholizadeh 209 2 0 09 Nov 2021
Uncertainty Calibration for Ensemble-Based Debiasing Methods Ruibin Xiong Yimeng Chen Liang Pang Xueqi Chen Yanyan Lan 140 23 0 07 Nov 2021
MetaICL: Learning to Learn In ContextNorth American Chapter of the Association for Computational Linguistics (NAACL), 2021 Sewon Min M. Lewis Luke Zettlemoyer Hannaneh Hajishirzi LRM 608 570 0 29 Oct 2021
Robustness Challenges in Model Distillation and Pruning for Natural Language Understanding Mengnan Du Subhabrata Mukherjee Yu Cheng Milad Shokouhi Helen Zhou Ahmed Hassan Awadallah 206 18 0 16 Oct 2021
On The Ingredients of an Effective Zero-shot Semantic Parser Pengcheng Yin John Wieting Avirup Sil Graham Neubig 161 15 0 15 Oct 2021
Towards Transparent Interactive Semantic Parsing via Step-by-Step Correction Lingbo Mo A. Lewis Huan Sun Michael White KELM 141 14 0 15 Oct 2021
Exploring Universal Intrinsic Task Subspace via Prompt Tuning Yujia Qin Xiaozhi Wang Yusheng Su Yankai Lin Ning Ding ... Juanzi Li Lei Hou Peng Li Maosong Sun Jie Zhou VLM VPVLM 297 31 0 15 Oct 2021
Global Explainability of BERT-Based Evaluation Metrics by Disentangling along Linguistic FactorsConference on Empirical Methods in Natural Language Processing (EMNLP), 2021 Marvin Kaster Wei Zhao Steffen Eger 240 29 0 08 Oct 2021
On Neurons Invariant to Sentence Structural Changes in Neural Machine Translation Gal Patel Leshem Choshen Omri Abend 201 2 0 06 Oct 2021
RAIL-KD: RAndom Intermediate Layer Mapping for Knowledge Distillation Md. Akmal Haidar Nithin Anchuri Mehdi Rezagholizadeh Abbas Ghaddar Philippe Langlais Pascal Poupart 275 26 0 21 Sep 2021
MOVER: Mask, Over-generate and Rank for Hyperbole Generation Yunxiang Zhang Xiaojun Wan 180 16 0 16 Sep 2021
Automatically Exposing Problems with Neural Dialog Models Dian Yu Kenji Sagae 161 9 0 14 Sep 2021
Phrase-BERT: Improved Phrase Embeddings from BERT with an Application to Corpus Exploration Shufan Wang Laure Thompson Mohit Iyyer 363 81 0 13 Sep 2021
KroneckerBERT: Learning Kronecker Decomposition for Pre-trained Language Models via Knowledge Distillation Marzieh S. Tahaei Ella Charlaix V. Nia A. Ghodsi Mehdi Rezagholizadeh 196 22 0 13 Sep 2021
Detecting Textual Adversarial Examples through Randomized Substitution and Vote Xiaosen Wang Yifeng Xiong Kun He AAML 165 15 0 13 Sep 2021
How to Select One Among All? An Extensive Empirical Study Towards the Robustness of Knowledge Distillation in Natural Language Understanding Tianda Li Ahmad Rashid A. Jafari Pranav Sharma A. Ghodsi Mehdi Rezagholizadeh AAML 233 5 0 13 Sep 2021
TREATED:Towards Universal Defense against Textual Adversarial Attacks Bin Zhu Zhaoquan Gu Le Wang Zhihong Tian AAML 99 8 0 13 Sep 2021
Avoiding Inference Heuristics in Few-shot Prompt-based FinetuningConference on Empirical Methods in Natural Language Processing (EMNLP), 2021 Prasetya Ajie Utama N. Moosavi Victor Sanh Iryna Gurevych AAML 194 36 0 09 Sep 2021
On the Transferability of Pre-trained Language Models: A Study from Artificial DatasetsAAAI Conference on Artificial Intelligence (AAAI), 2021 Cheng-Han Chiang Hung-yi Lee SyDa 187 29 0 08 Sep 2021