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Neural Network Acceptability Judgments

31 May 2018

Alex Warstadt

Amanpreet Singh

Samuel R. Bowman

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Papers citing "Neural Network Acceptability Judgments"

50 / 950 papers shown

Title
Deepening Hidden Representations from Pre-trained Language Models Junjie Yang Hai Zhao 103 11 0 05 Nov 2019
Harnessing the linguistic signal to predict scalar inferencesAnnual Meeting of the Association for Computational Linguistics (ACL), 2019 Sebastian Schuster Yuxing Chen Judith Degen 241 36 0 31 Oct 2019
BART: Denoising Sequence-to-Sequence Pre-training for Natural Language Generation, Translation, and ComprehensionAnnual Meeting of the Association for Computational Linguistics (ACL), 2019 M. Lewis Yinhan Liu Naman Goyal Marjan Ghazvininejad Abdel-rahman Mohamed Omer Levy Veselin Stoyanov Luke Zettlemoyer AIMat VLM 783 12,039 0 29 Oct 2019
Exploring Multilingual Syntactic Sentence RepresentationsConference on Empirical Methods in Natural Language Processing (EMNLP), 2019 Chen Cecilia Liu Anderson de Andrade Muhammad Osama 77 4 0 25 Oct 2019
Exploring the Limits of Transfer Learning with a Unified Text-to-Text TransformerJournal of machine learning research (JMLR), 2019 Colin Raffel Noam M. Shazeer Adam Roberts Katherine Lee Sharan Narang Michael Matena Yanqi Zhou Wei Li Peter J. Liu AIMat 1.5K 23,684 0 23 Oct 2019
Demon: Improved Neural Network Training with Momentum DecayIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2019 John Chen Cameron R. Wolfe Zhaoqi Li Anastasios Kyrillidis ODL 248 20 0 11 Oct 2019
Multilingual Question Answering from Formatted Text applied to Conversational Agents W. Siblini Charlotte Pasqual Axel Lavielle Mohamed Challal Cyril Cauchois 173 21 0 10 Oct 2019
Knowledge Distillation from Internal RepresentationsAAAI Conference on Artificial Intelligence (AAAI), 2019 Gustavo Aguilar Yuan Ling Yu Zhang Benjamin Yao Xing Fan Edward Guo 272 195 0 08 Oct 2019
MinWikiSplit: A Sentence Splitting Corpus with Minimal PropositionsInternational Conference on Natural Language Generation (INLG), 2019 C. Niklaus André Freitas Siegfried Handschuh 150 16 0 26 Sep 2019
ALBERT: A Lite BERT for Self-supervised Learning of Language RepresentationsInternational Conference on Learning Representations (ICLR), 2019 Zhenzhong Lan Mingda Chen Sebastian Goodman Kevin Gimpel Piyush Sharma Radu Soricut SSL AIMat 1.1K 7,103 0 26 Sep 2019
FreeLB: Enhanced Adversarial Training for Natural Language UnderstandingInternational Conference on Learning Representations (ICLR), 2019 Chen Zhu Yu Cheng Zhe Gan S. Sun Tom Goldstein Jingjing Liu AAML 648 489 0 25 Sep 2019
CAT: Compression-Aware Training for bandwidth reductionJournal of machine learning research (JMLR), 2019 Chaim Baskin Brian Chmiel Evgenii Zheltonozhskii Ron Banner A. Bronstein A. Mendelson MQ 149 12 0 25 Sep 2019
Mixout: Effective Regularization to Finetune Large-scale Pretrained Language ModelsInternational Conference on Learning Representations (ICLR), 2019 Cheolhyoung Lee Dong Wang Wanmo Kang MoE 477 228 0 25 Sep 2019
TinyBERT: Distilling BERT for Natural Language UnderstandingFindings (Findings), 2019 Xiaoqi Jiao Yichun Yin Lifeng Shang Xin Jiang Xiao Chen Linlin Li F. Wang Qun Liu VLM 539 2,134 0 23 Sep 2019
Slice-based Learning: A Programming Model for Residual Learning in Critical Data SlicesNeural Information Processing Systems (NeurIPS), 2019 V. Chen Sen Wu Zhenzhen Weng Alexander Ratner Christopher Ré 234 56 0 13 Sep 2019
Learning to Discriminate Perturbations for Blocking Adversarial Attacks in Text ClassificationConference on Empirical Methods in Natural Language Processing (EMNLP), 2019 Yichao Zhou Jyun-Yu Jiang Kai-Wei Chang Wei Wang AAML 126 130 0 06 Sep 2019
Investigating BERT's Knowledge of Language: Five Analysis Methods with NPIsConference on Empirical Methods in Natural Language Processing (EMNLP), 2019 Alex Warstadt Yuning Cao Ioana Grosu Wei Peng Hagen Blix ... Jason Phang Anhad Mohananey Phu Mon Htut Paloma Jeretic Samuel R. Bowman 153 126 0 05 Sep 2019
Specializing Unsupervised Pretraining Models for Word-Level Semantic SimilarityInternational Conference on Computational Linguistics (COLING), 2019 Anne Lauscher Ivan Vulić Edoardo Ponti Anna Korhonen Goran Glavaš SSL 275 59 0 05 Sep 2019
Semantics-aware BERT for Language UnderstandingAAAI Conference on Artificial Intelligence (AAAI), 2019 Zhuosheng Zhang Yuwei Wu Zhao Hai Z. Li Shuailiang Zhang Xi Zhou Xiang Zhou 264 387 0 05 Sep 2019
Transfer Fine-Tuning: A BERT Case StudyConference on Empirical Methods in Natural Language Processing (EMNLP), 2019 Yuki Arase Junichi Tsujii 110 41 0 03 Sep 2019
Investigating Meta-Learning Algorithms for Low-Resource Natural Language Understanding TasksConference on Empirical Methods in Natural Language Processing (EMNLP), 2019 Zi-Yi Dou Keyi Yu Antonios Anastasopoulos 158 128 0 27 Aug 2019
Empirical Evaluation of Multi-task Learning in Deep Neural Networks for Natural Language Processing Jianquan Li Xiaokang Liu Wenpeng Yin Min Yang Liqun Ma Yaohong Jin AIMat 183 15 0 16 Aug 2019
StructBERT: Incorporating Language Structures into Pre-training for Deep Language UnderstandingInternational Conference on Learning Representations (ICLR), 2019 Wei Wang Bin Bi Ming Yan Chen Henry Wu Zuyi Bao Jiangnan Xia Liwei Peng Luo Si 243 285 0 13 Aug 2019
On Identifiability in TransformersInternational Conference on Learning Representations (ICLR), 2019 Gino Brunner Yang Liu Damian Pascual Oliver Richter Massimiliano Ciaramita Roger Wattenhofer ViT 283 200 0 12 Aug 2019
ERNIE 2.0: A Continual Pre-training Framework for Language UnderstandingAAAI Conference on Artificial Intelligence (AAAI), 2019 Yu Sun Shuohuan Wang Yukun Li Shikun Feng Hao Tian Hua Wu Haifeng Wang CLL 391 861 0 29 Jul 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 3.4K 27,741 0 26 Jul 2019
SpanBERT: Improving Pre-training by Representing and Predicting SpansTransactions of the Association for Computational Linguistics (TACL), 2019 Mandar Joshi Danqi Chen Yinhan Liu Daniel S. Weld Luke Zettlemoyer Omer Levy 585 2,095 0 24 Jul 2019
A Pragmatics-Centered Evaluation Framework for Natural Language UnderstandingInternational Conference on Language Resources and Evaluation (LREC), 2019 Damien Sileo Tim Van de Cruys Camille Pradel Philippe Muller ELM 122 3 0 19 Jul 2019
BAM! Born-Again Multi-Task Networks for Natural Language UnderstandingAnnual Meeting of the Association for Computational Linguistics (ACL), 2019 Kevin Clark Minh-Thang Luong Urvashi Khandelwal Christopher D. Manning Quoc V. Le 176 236 0 10 Jul 2019
A Comparative Analysis of Knowledge-Intensive and Data-Intensive Semantic Parsers Junjie Cao Zi-yu Lin Weiwei SUN Xiaojun Wan 110 1 0 04 Jul 2019
Understanding and Improving Transformer From a Multi-Particle Dynamic System Point of View Yiping Lu Zhuohan Li Di He Zhiqing Sun Bin Dong Tao Qin Liwei Wang Tie-Yan Liu AI4CE 229 202 0 06 Jun 2019
Are Sixteen Heads Really Better than One?Neural Information Processing Systems (NeurIPS), 2019 Paul Michel Omer Levy Graham Neubig MoE 407 1,218 0 25 May 2019
Human vs. Muppet: A Conservative Estimate of Human Performance on the GLUE BenchmarkAnnual Meeting of the Association for Computational Linguistics (ACL), 2019 Nikita Nangia Samuel R. Bowman ELM ALM 294 76 0 24 May 2019
ERNIE: Enhanced Language Representation with Informative EntitiesAnnual Meeting of the Association for Computational Linguistics (ACL), 2019 Zhengyan Zhang Xu Han Zhiyuan Liu Xin Jiang Maosong Sun Qun Liu 380 1,513 0 17 May 2019
Unified Language Model Pre-training for Natural Language Understanding and GenerationNeural Information Processing Systems (NeurIPS), 2019 Li Dong Nan Yang Wenhui Wang Furu Wei Xiaodong Liu Yu Wang Jianfeng Gao M. Zhou H. Hon ELM AI4CE 625 1,631 0 08 May 2019
SuperGLUE: A Stickier Benchmark for General-Purpose Language Understanding SystemsNeural Information Processing Systems (NeurIPS), 2019 Alex Jinpeng Wang Yada Pruksachatkun Nikita Nangia Amanpreet Singh Julian Michael Felix Hill Omer Levy Samuel R. Bowman ELM 656 2,599 0 02 May 2019
Probing What Different NLP Tasks Teach Machines about Function Word Comprehension Najoung Kim Roma Patel Adam Poliak Alex Jinpeng Wang Patrick Xia ... Alexis Ross Tal Linzen Benjamin Van Durme Samuel R. Bowman Ellie Pavlick 217 112 0 25 Apr 2019
Recent Advances in Natural Language Inference: A Survey of Benchmarks, Resources, and Approaches Shane Storks Qiaozi Gao J. Chai 428 141 0 02 Apr 2019
To Tune or Not to Tune? Adapting Pretrained Representations to Diverse Tasks Matthew E. Peters Sebastian Ruder Noah A. Smith 334 465 0 14 Mar 2019
Human acceptability judgements for extractive sentence compression Abram Handler Brian Dillon Brendan O'Connor 105 2 0 01 Feb 2019
Multi-Task Deep Neural Networks for Natural Language UnderstandingAnnual Meeting of the Association for Computational Linguistics (ACL), 2019 Xiaodong Liu Pengcheng He Weizhu Chen Jianfeng Gao AI4CE 292 1,325 0 31 Jan 2019
NeuNetS: An Automated Synthesis Engine for Neural Network Design Atin Sood Benjamin Elder Benjamin Herta Chao Xue C. Bekas ... M. Choudhury Rong Yan R. Istrate Ruchi Puri Tejaswini Pedapati SyDa 114 8 0 17 Jan 2019
Linguistic Analysis of Pretrained Sentence Encoders with Acceptability Judgments Alex Warstadt Samuel R. Bowman 237 24 0 11 Jan 2019
Can You Tell Me How to Get Past Sesame Street? Sentence-Level Pretraining Beyond Language Modeling Alex Jinpeng Wang Jan Hula Patrick Xia R. Pappagari R. Thomas McCoy ... Berlin Chen Benjamin Van Durme Edouard Grave Ellie Pavlick Samuel R. Bowman LRM VLM 197 28 0 28 Dec 2018
Verb Argument Structure Alternations in Word and Sentence Embeddings Katharina Kann Alex Warstadt Adina Williams Samuel R. Bowman 144 52 0 27 Nov 2018
Sentence Encoders on STILTs: Supplementary Training on Intermediate Labeled-data Tasks Jason Phang Thibault Févry Samuel R. Bowman 328 480 0 02 Nov 2018
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 2.9K 107,726 0 11 Oct 2018
Targeted Syntactic Evaluation of Language Models Rebecca Marvin Tal Linzen 208 442 0 27 Aug 2018
Unsupervised Learning of Sentence Representations Using Sequence Consistency Siddhartha Brahma SSL 173 8 0 10 Aug 2018
GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding Alex Jinpeng Wang Amanpreet Singh Julian Michael Felix Hill Omer Levy Samuel R. Bowman ELM 1.7K 8,002 0 20 Apr 2018