A Broad-Coverage Challenge Corpus for Sentence Understanding through Inference

18 April 2017

Papers citing "A Broad-Coverage Challenge Corpus for Sentence Understanding through Inference"

50 / 2,728 papers shown

Title
LightPAFF: A Two-Stage Distillation Framework for Pre-training and Fine-tuning Kaitao Song Hao Sun Xu Tan Tao Qin Jianfeng Lu Hongzhi Liu Tie-Yan Liu 28 25 0 27 Apr 2020
Recall and Learn: Fine-tuning Deep Pretrained Language Models with Less Forgetting Sanyuan Chen Yutai Hou Yiming Cui Wanxiang Che Ting Liu Xiangzhan Yu KELM CLL 21 214 0 27 Apr 2020
Is Your Classifier Actually Biased? Measuring Fairness under Uncertainty with Bernstein Bounds Kawin Ethayarajh 14 25 0 26 Apr 2020
Reevaluating Adversarial Examples in Natural Language John X. Morris Eli Lifland Jack Lanchantin Yangfeng Ji Yanjun Qi SILM AAML 20 111 0 25 Apr 2020
Syntactic Data Augmentation Increases Robustness to Inference Heuristics Junghyun Min R. Thomas McCoy Dipanjan Das Emily Pitler Tal Linzen 30 175 0 24 Apr 2020
New Protocols and Negative Results for Textual Entailment Data Collection Samuel R. Bowman J. Palomaki Livio Baldini Soares Emily Pitler 25 7 0 24 Apr 2020
How fine can fine-tuning be? Learning efficient language models Evani Radiya-Dixit Xin Wang 16 63 0 24 Apr 2020
Self-Attention Attribution: Interpreting Information Interactions Inside Transformer Y. Hao Li Dong Furu Wei Ke Xu ViT 22 215 0 23 Apr 2020
Don't Stop Pretraining: Adapt Language Models to Domains and Tasks Suchin Gururangan Ana Marasović Swabha Swayamdipta Kyle Lo Iz Beltagy Doug Downey Noah A. Smith VLM AI4CE CLL 75 2,360 0 23 Apr 2020
Considering Likelihood in NLP Classification Explanations with Occlusion and Language Modeling David Harbecke Christoph Alt 12 10 0 21 Apr 2020
Making Monolingual Sentence Embeddings Multilingual using Knowledge Distillation Nils Reimers Iryna Gurevych 42 1,000 0 21 Apr 2020
MPNet: Masked and Permuted Pre-training for Language Understanding Kaitao Song Xu Tan Tao Qin Jianfeng Lu Tie-Yan Liu 45 1,079 0 20 Apr 2020
A Study of Cross-Lingual Ability and Language-specific Information in Multilingual BERT Chi-Liang Liu Tsung-Yuan Hsu Yung-Sung Chuang Hung-yi Lee 34 14 0 20 Apr 2020
Learning What Makes a Difference from Counterfactual Examples and Gradient Supervision Damien Teney Ehsan Abbasnejad Anton Van Den Hengel OOD SSL CML 37 118 0 20 Apr 2020
Adversarial Training for Large Neural Language Models Xiaodong Liu Hao Cheng Pengcheng He Weizhu Chen Yu-Chiang Frank Wang Hoifung Poon Jianfeng Gao AAML 36 183 0 20 Apr 2020
Avoiding the Hypothesis-Only Bias in Natural Language Inference via Ensemble Adversarial Training Joe Stacey Pasquale Minervini Haim Dubossarsky Sebastian Riedel Tim Rocktaschel AI4CE 28 8 0 16 Apr 2020
The Right Tool for the Job: Matching Model and Instance Complexities Roy Schwartz Gabriel Stanovsky Swabha Swayamdipta Jesse Dodge Noah A. Smith 41 168 0 16 Apr 2020
Training with Quantization Noise for Extreme Model Compression Angela Fan Pierre Stock Benjamin Graham Edouard Grave Remi Gribonval Hervé Jégou Armand Joulin MQ 24 243 0 15 Apr 2020
SPECTER: Document-level Representation Learning using Citation-informed Transformers Arman Cohan Sergey Feldman Iz Beltagy Doug Downey Daniel S. Weld AI4TS 27 535 0 15 Apr 2020
Coreferential Reasoning Learning for Language Representation Deming Ye Yankai Lin Jiaju Du Zhenghao Liu Peng Li Maosong Sun Zhiyuan Liu 34 177 0 15 Apr 2020
Pretrained Transformers Improve Out-of-Distribution Robustness Dan Hendrycks Xiaoyuan Liu Eric Wallace Adam Dziedzic R. Krishnan D. Song OOD 21 430 0 13 Apr 2020
CLUE: A Chinese Language Understanding Evaluation Benchmark Liang Xu Hai Hu Xuanwei Zhang Lu Li Chenjie Cao ... Cong Yue Xinrui Zhang Zhen-Yi Yang Kyle Richardson Zhenzhong Lan ELM 45 379 0 13 Apr 2020
A New Dataset for Natural Language Inference from Code-mixed Conversations Simran Khanuja Sandipan Dandapat Sunayana Sitaram Monojit Choudhury 37 40 0 10 Apr 2020
Translation Artifacts in Cross-lingual Transfer Learning Mikel Artetxe Gorka Labaka Eneko Agirre 27 115 0 09 Apr 2020
BLEURT: Learning Robust Metrics for Text Generation Thibault Sellam Dipanjan Das Ankur P. Parikh 48 1,453 0 09 Apr 2020
Asking and Answering Questions to Evaluate the Factual Consistency of Summaries Alex Jinpeng Wang Kyunghyun Cho M. Lewis HILM 38 473 0 08 Apr 2020
Analyzing Redundancy in Pretrained Transformer Models Fahim Dalvi Hassan Sajjad Nadir Durrani Yonatan Belinkov 28 2 0 08 Apr 2020
Pre-training is a Hot Topic: Contextualized Document Embeddings Improve Topic Coherence Federico Bianchi Silvia Terragni Dirk Hovy AI4TS 34 283 0 08 Apr 2020
On the Effect of Dropping Layers of Pre-trained Transformer Models Hassan Sajjad Fahim Dalvi Nadir Durrani Preslav Nakov 33 132 0 08 Apr 2020
Improving BERT with Self-Supervised Attention Yiren Chen Xiaoyu Kou Jiangang Bai Yunhai Tong 21 10 0 08 Apr 2020
CALM: Continuous Adaptive Learning for Language Modeling Kristjan Arumae Parminder Bhatia CLL KELM 27 6 0 08 Apr 2020
Locality Preserving Loss: Neighbors that Live together, Align together Ashwinkumar Ganesan Frank Ferraro Tim Oates VLM 6 1 0 07 Apr 2020
Byte Pair Encoding is Suboptimal for Language Model Pretraining Kaj Bostrom Greg Durrett 28 200 0 07 Apr 2020
KorNLI and KorSTS: New Benchmark Datasets for Korean Natural Language Understanding Jiyeon Ham Yo Joong Choe Kyubyong Park Ilji Choi Hyungjoon Soh 27 78 0 07 Apr 2020
Towards Non-task-specific Distillation of BERT via Sentence Representation Approximation Bowen Wu Huan Zhang Mengyuan Li Zongsheng Wang Qihang Feng Junhong Huang Baoxun Wang 22 4 0 07 Apr 2020
Are Natural Language Inference Models IMPPRESsive? Learning IMPlicature and PRESupposition Paloma Jeretic Alex Warstadt Suvrat Bhooshan Adina Williams ReLM AI4CE 31 109 0 07 Apr 2020
MobileBERT: a Compact Task-Agnostic BERT for Resource-Limited Devices Zhiqing Sun Hongkun Yu Xiaodan Song Renjie Liu Yiming Yang Denny Zhou MQ 33 797 0 06 Apr 2020
Deep Learning Based Text Classification: A Comprehensive Review Shervin Minaee Nal Kalchbrenner Min Zhang Narjes Nikzad M. Asgari-Chenaghlu Jianfeng Gao AILaw VLM AI4TS 30 1,091 0 06 Apr 2020
Meta Fine-Tuning Neural Language Models for Multi-Domain Text Mining Chengyu Wang Minghui Qiu Jun Huang Xiaofeng He AI4CE 39 24 0 29 Mar 2020
VIOLIN: A Large-Scale Dataset for Video-and-Language Inference J. Liu Wenhu Chen Yu Cheng Zhe Gan Licheng Yu Yiming Yang Jingjing Liu MLLM VGen 43 68 0 25 Mar 2020
XTREME: A Massively Multilingual Multi-task Benchmark for Evaluating Cross-lingual Generalization Junjie Hu Sebastian Ruder Aditya Siddhant Graham Neubig Orhan Firat Melvin Johnson ELM 100 957 0 24 Mar 2020
Enhancing Factual Consistency of Abstractive Summarization Chenguang Zhu William Fu-Hinthorn Ruochen Xu Qingkai Zeng Michael Zeng Xuedong Huang Meng Jiang HILM KELM 193 40 0 19 Mar 2020
TTTTTackling WinoGrande Schemas Sheng-Chieh Lin Jheng-Hong Yang Rodrigo Nogueira Ming-Feng Tsai Chuan-Ju Wang Jimmy Lin 11 6 0 18 Mar 2020
Calibration of Pre-trained Transformers Shrey Desai Greg Durrett UQLM 246 290 0 17 Mar 2020
Review-guided Helpful Answer Identification in E-commerce Wenxuan Zhang Wai Lam Yang Deng Jing Ma 26 20 0 13 Mar 2020
TyDi QA: A Benchmark for Information-Seeking Question Answering in Typologically Diverse Languages J. Clark Eunsol Choi Michael Collins Dan Garrette Tom Kwiatkowski Vitaly Nikolaev J. Palomaki 61 594 0 10 Mar 2020
Multi-SimLex: A Large-Scale Evaluation of Multilingual and Cross-Lingual Lexical Semantic Similarity Ivan Vulić Simon Baker Edoardo Ponti Ulla Petti Ira Leviant ... Eden Bar Matt Malone Thierry Poibeau Roi Reichart Anna Korhonen 26 82 0 10 Mar 2020
Sentence Analogies: Exploring Linguistic Relationships and Regularities in Sentence Embeddings Xunjie Zhu Gerard de Melo NAI 24 12 0 09 Mar 2020
HypoNLI: Exploring the Artificial Patterns of Hypothesis-only Bias in Natural Language Inference Tianyu Liu Xin Zheng Baobao Chang Zhifang Sui 56 23 0 05 Mar 2020
Zero-Shot Cross-Lingual Transfer with Meta Learning Farhad Nooralahzadeh Giannis Bekoulis Johannes Bjerva Isabelle Augenstein FedML 28 109 0 05 Mar 2020