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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 / 2,772 papers shown

Title
SMYRF: Efficient Attention using Asymmetric Clustering Giannis Daras Nikita Kitaev Augustus Odena A. Dimakis 106 46 0 11 Oct 2020
Counterfactually-Augmented SNLI Training Data Does Not Yield Better Generalization Than Unaugmented Data William Huang Haokun Liu Samuel R. Bowman 84 38 0 09 Oct 2020
Mark-Evaluate: Assessing Language Generation using Population Estimation Methods Gonçalo Mordido Christoph Meinel 30 7 0 09 Oct 2020
Large Product Key Memory for Pretrained Language Models Gyuwan Kim Tae-Hwan Jung VLM KELM 94 2 0 08 Oct 2020
An Empirical Study on Model-agnostic Debiasing Strategies for Robust Natural Language Inference Tianyu Liu Xin Zheng Xiaoan Ding Baobao Chang Zhifang Sui 73 25 0 08 Oct 2020
Discriminatively-Tuned Generative Classifiers for Robust Natural Language Inference Xiaoan Ding Tianyu Liu Baobao Chang Zhifang Sui Kevin Gimpel 85 8 0 08 Oct 2020
Cross-Thought for Sentence Encoder Pre-training Shuohang Wang Yuwei Fang S. Sun Zhe Gan Yu Cheng Jing Jiang Jingjing Liu LRM 80 20 0 07 Oct 2020
What Can We Learn from Collective Human Opinions on Natural Language Inference Data? Yixin Nie Xiang Zhou Joey Tianyi Zhou 108 138 0 07 Oct 2020
"I'd rather just go to bed": Understanding Indirect Answers Annie Louis Dan Roth Filip Radlinski 75 48 0 07 Oct 2020
A Review on Fact Extraction and Verification Giannis Bekoulis Christina Papagiannopoulou Nikos Deligiannis 128 45 0 06 Oct 2020
Poison Attacks against Text Datasets with Conditional Adversarially Regularized Autoencoder Alvin Chan Yi Tay Yew-Soon Ong Aston Zhang SILM 78 58 0 06 Oct 2020
Universal Natural Language Processing with Limited Annotations: Try Few-shot Textual Entailment as a Start Wenpeng Yin Nazneen Rajani Dragomir R. Radev R. Socher Caiming Xiong 90 69 0 06 Oct 2020
An Empirical Study of Tokenization Strategies for Various Korean NLP Tasks Kyubyong Park Joohong Lee Seongbo Jang Dawoon Jung 64 65 0 06 Oct 2020
Guiding Attention for Self-Supervised Learning with Transformers Ameet Deshpande Karthik Narasimhan 71 21 0 06 Oct 2020
Mixup-Transformer: Dynamic Data Augmentation for NLP Tasks Lichao Sun Congying Xia Wenpeng Yin Tingting Liang Philip S. Yu Lifang He 64 36 0 05 Oct 2020
InfoBERT: Improving Robustness of Language Models from An Information Theoretic Perspective Wei Ping Shuohang Wang Yu Cheng Zhe Gan R. Jia Yue Liu Jingjing Liu AAML 221 117 0 05 Oct 2020
Self-training Improves Pre-training for Natural Language Understanding Jingfei Du Edouard Grave Beliz Gunel Vishrav Chaudhary Onur Çelebi Michael Auli Ves Stoyanov Alexis Conneau VLM LRM SSL 52 164 0 05 Oct 2020
Assessing the Helpfulness of Learning Materials with Inference-Based Learner-Like Agent Yun-Hsuan Jen Huang Chieh-Yang Mei-hua Chen Ting-Hao 'Kenneth' Huang Lun-Wei Ku 51 0 0 05 Oct 2020
Explaining The Efficacy of Counterfactually Augmented Data Divyansh Kaushik Amrith Rajagopal Setlur Eduard H. Hovy Zachary Chase Lipton CML 78 82 0 05 Oct 2020
PMI-Masking: Principled masking of correlated spans Yoav Levine Barak Lenz Opher Lieber Omri Abend Kevin Leyton-Brown Moshe Tennenholtz Y. Shoham 66 73 0 05 Oct 2020
Pruning Redundant Mappings in Transformer Models via Spectral-Normalized Identity Prior Zi Lin Jeremiah Zhe Liu Ziao Yang Nan Hua Dan Roth 96 47 0 05 Oct 2020
How Effective is Task-Agnostic Data Augmentation for Pretrained Transformers? Shayne Longpre Yu Wang Christopher DuBois ViT 86 85 0 05 Oct 2020
Reading Comprehension as Natural Language Inference: A Semantic Analysis Anshuman Mishra Dhruvesh Patel Aparna Vijayakumar Xiang Li Pavan Kapanipathi Kartik Talamadupula 48 8 0 04 Oct 2020
Explaining Deep Neural Networks Oana-Maria Camburu XAI FAtt 110 26 0 04 Oct 2020
Mining Knowledge for Natural Language Inference from Wikipedia Categories Mingda Chen Zewei Chu K. Stratos Kevin Gimpel 57 8 0 03 Oct 2020
Syntax Representation in Word Embeddings and Neural Networks -- A Survey Tomasz Limisiewicz David Marecek NAI 79 9 0 02 Oct 2020
An Empirical Investigation Towards Efficient Multi-Domain Language Model Pre-training Kristjan Arumae Q. Sun Parminder Bhatia 63 15 0 01 Oct 2020
CrowS-Pairs: A Challenge Dataset for Measuring Social Biases in Masked Language Models Nikita Nangia Clara Vania Rasika Bhalerao Samuel R. Bowman 161 691 0 30 Sep 2020
TaxiNLI: Taking a Ride up the NLU Hill Pratik M. Joshi Somak Aditya Aalok Sathe Monojit Choudhury 66 36 0 30 Sep 2020
Attention that does not Explain Away Nan Ding Xinjie Fan Zhenzhong Lan Dale Schuurmans Radu Soricut 54 3 0 29 Sep 2020
Contrastive Distillation on Intermediate Representations for Language Model Compression S. Sun Zhe Gan Yu Cheng Yuwei Fang Shuohang Wang Jingjing Liu VLM 78 73 0 29 Sep 2020
XTE: Explainable Text Entailment V. S. Silva André Freitas Siegfried Handschuh 59 6 0 25 Sep 2020
Towards Debiasing NLU Models from Unknown Biases Prasetya Ajie Utama N. Moosavi Iryna Gurevych 119 155 0 25 Sep 2020
Attention Meets Perturbations: Robust and Interpretable Attention with Adversarial Training Shunsuke Kitada Hitoshi Iyatomi OOD AAML 49 26 0 25 Sep 2020
An Unsupervised Sentence Embedding Method by Mutual Information Maximization Yan Zhang Ruidan He Zuozhu Liu Kwan Hui Lim Lidong Bing SSL 118 180 0 25 Sep 2020
Dataset Cartography: Mapping and Diagnosing Datasets with Training Dynamics Swabha Swayamdipta Roy Schwartz Nicholas Lourie Yizhong Wang Hannaneh Hajishirzi Noah A. Smith Yejin Choi 150 452 0 22 Sep 2020
Preserving Integrity in Online Social Networks A. Halevy Cristian Canton Ferrer Hao Ma Umut Ozertem Patrick Pantel Marzieh Saeidi Fabrizio Silvestri Ves Stoyanov 84 59 0 22 Sep 2020
SSMBA: Self-Supervised Manifold Based Data Augmentation for Improving Out-of-Domain Robustness Nathan Ng Kyunghyun Cho Marzyeh Ghassemi 102 146 0 21 Sep 2020
Profile Consistency Identification for Open-domain Dialogue Agents Haoyu Song Yan Wang Weinan Zhang Zhengyu Zhao Ting Liu Xiaojiang Liu 124 29 0 21 Sep 2020
Repulsive Attention: Rethinking Multi-head Attention as Bayesian Inference Bang An Jie Lyu Zhenyi Wang Chunyuan Li Changwei Hu Fei Tan Ruiyi Zhang Yifan Hu Changyou Chen AAML 97 28 0 20 Sep 2020
Learning to Attack: Towards Textual Adversarial Attacking in Real-world Situations Yuan Zang Bairu Hou Fanchao Qi Zhiyuan Liu Xiaojun Meng Maosong Sun 60 11 0 19 Sep 2020
Conditionally Adaptive Multi-Task Learning: Improving Transfer Learning in NLP Using Fewer Parameters & Less Data Jonathan Pilault Amine Elhattami C. Pal CLL MoE 94 92 0 19 Sep 2020
Looking Beyond Sentence-Level Natural Language Inference for Downstream Tasks Anshuman Mishra Dhruvesh Patel Aparna Vijayakumar Xiang Li Pavan Kapanipathi Kartik Talamadupula RALM 141 7 0 18 Sep 2020
FarsTail: A Persian Natural Language Inference Dataset Hossein Amirkhani Mohammad AzariJafari Zohreh Pourjafari Soroush Faridan-Jahromi Zeinab Kouhkan Azadeh Amirak 103 33 0 18 Sep 2020
Efficient Transformer-based Large Scale Language Representations using Hardware-friendly Block Structured Pruning Bingbing Li Zhenglun Kong Tianyun Zhang Ji Li Zechao Li Hang Liu Caiwen Ding VLM 192 65 0 17 Sep 2020
Measuring Information Transfer in Neural Networks Xiao Zhang Xingjian Li Dejing Dou Ji Wu 71 3 0 16 Sep 2020
Contextualized Perturbation for Textual Adversarial Attack Dianqi Li Yizhe Zhang Hao Peng Liqun Chen Chris Brockett Ming-Ting Sun Bill Dolan AAML SILM 194 237 0 16 Sep 2020
It's Not Just Size That Matters: Small Language Models Are Also Few-Shot Learners Timo Schick Hinrich Schütze 208 979 0 15 Sep 2020
GeDi: Generative Discriminator Guided Sequence Generation Ben Krause Akhilesh Deepak Gotmare Bryan McCann N. Keskar Shafiq Joty R. Socher Nazneen Rajani 183 409 0 14 Sep 2020
Margin-Based Regularization and Selective Sampling in Deep Neural Networks Berry Weinstein Shai Fine Y. Hel-Or MQ 32 2 0 13 Sep 2020