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"

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Title
Contextualized Perturbation for Textual Adversarial Attack Dianqi Li Yizhe Zhang Hao Peng Liqun Chen Chris Brockett Ming-Ting Sun Bill Dolan AAML SILM 21 231 0 16 Sep 2020
It's Not Just Size That Matters: Small Language Models Are Also Few-Shot Learners Timo Schick Hinrich Schütze 51 956 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 56 392 0 14 Sep 2020
Margin-Based Regularization and Selective Sampling in Deep Neural Networks Berry Weinstein Shai Fine Y. Hel-Or MQ 22 2 0 13 Sep 2020
BoostingBERT:Integrating Multi-Class Boosting into BERT for NLP Tasks Tongwen Huang Qingyun She Junlin Zhang 35 15 0 13 Sep 2020
Narratives and Needs: Analyzing Experiences of Cyclone Amphan Using Twitter Discourse Ancil Crayton Joao Fonseca Kanav Mehra Michelle Ng Jared Ross Marcelo Sandoval-Castaneda R. V. Gnechten 9 2 0 11 Sep 2020
Learning Universal Representations from Word to Sentence Yian Li Hai Zhao SSL 12 2 0 10 Sep 2020
kk2018 at SemEval-2020 Task 9: Adversarial Training for Code-Mixing Sentiment Classification Jiaxiang Liu Xuyi Chen Shikun Feng Shuohuan Wang Ouyang Xuan Yu Sun Zhengjie Huang Weiyue Su 35 19 0 08 Sep 2020
Structure-Aware Generation Network for Recipe Generation from Images Hao Wang Guosheng Lin Guosheng Lin Chunyan Miao 29 32 0 02 Sep 2020
Knowledge Efficient Deep Learning for Natural Language Processing Hai Wang 12 2 0 28 Aug 2020
GREEK-BERT: The Greeks visiting Sesame Street John Koutsikakis Ilias Chalkidis Prodromos Malakasiotis Ion Androutsopoulos 24 89 0 27 Aug 2020
A Survey of Evaluation Metrics Used for NLG Systems Ananya B. Sai Akash Kumar Mohankumar Mitesh M. Khapra ELM 35 230 0 27 Aug 2020
AMBERT: A Pre-trained Language Model with Multi-Grained Tokenization Xinsong Zhang Pengshuai Li Hang Li 18 51 0 27 Aug 2020
Towards Improving Selective Prediction Ability of NLP Systems Neeraj Varshney Swaroop Mishra Chitta Baral 8 23 0 21 Aug 2020
Inducing Language-Agnostic Multilingual Representations Wei Zhao Steffen Eger Johannes Bjerva Isabelle Augenstein 27 63 0 20 Aug 2020
Ranking Clarification Questions via Natural Language Inference Vaibhav Kumar Vikas Raunak Jamie Callan ELM 14 14 0 18 Aug 2020
Is Supervised Syntactic Parsing Beneficial for Language Understanding? An Empirical Investigation Goran Glavaš Ivan Vulić 37 68 0 15 Aug 2020
The Language Interpretability Tool: Extensible, Interactive Visualizations and Analysis for NLP Models Ian Tenney James Wexler Jasmijn Bastings Tolga Bolukbasi Andy Coenen ... Ellen Jiang Mahima Pushkarna Carey Radebaugh Emily Reif Ann Yuan VLM 46 192 0 12 Aug 2020
FireBERT: Hardening BERT-based classifiers against adversarial attack Gunnar Mein Kevin Hartman Andrew Morris SILM AAML 30 0 0 10 Aug 2020
DQI: A Guide to Benchmark Evaluation Swaroop Mishra Anjana Arunkumar Bhavdeep Singh Sachdeva Chris Bryan Chitta Baral 22 8 0 10 Aug 2020
ConvBERT: Improving BERT with Span-based Dynamic Convolution Zihang Jiang Weihao Yu Daquan Zhou Yunpeng Chen Jiashi Feng Shuicheng Yan 48 157 0 06 Aug 2020
Better Fine-Tuning by Reducing Representational Collapse Armen Aghajanyan Akshat Shrivastava Anchit Gupta Naman Goyal Luke Zettlemoyer S. Gupta AAML 47 209 0 06 Aug 2020
A Survey on Text Classification: From Shallow to Deep Learning Qian Li Hao Peng Jianxin Li Congyin Xia Renyu Yang Lichao Sun Philip S. Yu Lifang He VLM 30 329 0 02 Aug 2020
On Learning Universal Representations Across Languages Xiangpeng Wei Rongxiang Weng Yue Hu Luxi Xing Heng Yu Weihua Luo SSL VLM 38 85 0 31 Jul 2020
An Empirical Study on Robustness to Spurious Correlations using Pre-trained Language Models Lifu Tu Garima Lalwani Spandana Gella He He LRM 33 184 0 14 Jul 2020
HyperGrid: Efficient Multi-Task Transformers with Grid-wise Decomposable Hyper Projections Yi Tay Zhe Zhao Dara Bahri Donald Metzler Da-Cheng Juan 48 9 0 12 Jul 2020
Targeting the Benchmark: On Methodology in Current Natural Language Processing Research David Schlangen 33 57 0 07 Jul 2020
CORD19STS: COVID-19 Semantic Textual Similarity Dataset Xiao Guo H. Mirzaalian Ekraam Sabir Aysush Jaiswal Wael AbdAlmageed 14 33 0 05 Jul 2020
IIE-NLP-NUT at SemEval-2020 Task 4: Guiding PLM with Prompt Template Reconstruction Strategy for ComVE Luxi Xing Yuqiang Xie Yue Hu Wei Peng 28 7 0 02 Jul 2020
Transferability of Natural Language Inference to Biomedical Question Answering Minbyul Jeong Mujeen Sung Gangwoo Kim Donghyeon Kim Wonjin Yoon J. Yoo Jaewoo Kang 19 38 0 01 Jul 2020
OSCaR: Orthogonal Subspace Correction and Rectification of Biases in Word Embeddings Sunipa Dev Tao Li J. M. Phillips Vivek Srikumar 21 53 0 30 Jun 2020
Open-Domain Conversational Agents: Current Progress, Open Problems, and Future Directions Stephen Roller Y-Lan Boureau Jason Weston Antoine Bordes Emily Dinan ... Kurt Shuster Eric Michael Smith Arthur Szlam Jack Urbanek Mary Williamson LLMAG AI4CE 33 51 0 22 Jun 2020
ReCO: A Large Scale Chinese Reading Comprehension Dataset on Opinion Bingning Wang Ting Yao Qi Zhang Jingfang Xu Xiaochuan Wang RALM 22 21 0 22 Jun 2020
MaxVA: Fast Adaptation of Step Sizes by Maximizing Observed Variance of Gradients Chenfei Zhu Yu Cheng Zhe Gan Furong Huang Jingjing Liu Tom Goldstein ODL 35 2 0 21 Jun 2020
SqueezeBERT: What can computer vision teach NLP about efficient neural networks? F. Iandola Albert Eaton Shaw Ravi Krishna Kurt Keutzer VLM 28 127 0 19 Jun 2020
Relational reasoning and generalization using non-symbolic neural networks Atticus Geiger Alexandra Carstensen Michael C. Frank Michael C. Frank Christopher Potts NAI 25 20 0 14 Jun 2020
Revisiting Few-sample BERT Fine-tuning Tianyi Zhang Felix Wu Arzoo Katiyar Kilian Q. Weinberger Yoav Artzi 41 442 0 10 Jun 2020
$O(n)$ Connections are Expressive Enough: Universal Approximability of Sparse Transformers Chulhee Yun Yin-Wen Chang Srinadh Bhojanapalli A. S. Rawat Sashank J. Reddi Sanjiv Kumar 6 78 0 08 Jun 2020
BERT Loses Patience: Fast and Robust Inference with Early Exit Wangchunshu Zhou Canwen Xu Tao Ge Julian McAuley Ke Xu Furu Wei 17 334 0 07 Jun 2020
DeCLUTR: Deep Contrastive Learning for Unsupervised Textual Representations John Giorgi Osvald Nitski Bo Wang Gary D. Bader SSL 39 490 0 05 Jun 2020
DeBERTa: Decoding-enhanced BERT with Disentangled Attention Pengcheng He Xiaodong Liu Jianfeng Gao Weizhu Chen AAML 64 2,631 0 05 Jun 2020
Funnel-Transformer: Filtering out Sequential Redundancy for Efficient Language Processing Zihang Dai Guokun Lai Yiming Yang Quoc V. Le 48 230 0 05 Jun 2020
Data Augmentation with Unsupervised Machine Translation Improves the Structural Similarity of Cross-lingual Word Embeddings Sosuke Nishikawa Ryokan Ri Yoshimasa Tsuruoka 22 4 0 30 May 2020
Beyond Leaderboards: A survey of methods for revealing weaknesses in Natural Language Inference data and models Viktor Schlegel Goran Nenadic Riza Batista-Navarro ELM 33 18 0 29 May 2020
English Intermediate-Task Training Improves Zero-Shot Cross-Lingual Transfer Too Jason Phang Iacer Calixto Phu Mon Htut Yada Pruksachatkun Haokun Liu Clara Vania Katharina Kann Samuel R. Bowman LRM 39 66 0 26 May 2020
NILE : Natural Language Inference with Faithful Natural Language Explanations Sawan Kumar Partha P. Talukdar XAI LRM 27 160 0 25 May 2020
Common Sense or World Knowledge? Investigating Adapter-Based Knowledge Injection into Pretrained Transformers Anne Lauscher Olga Majewska Leonardo F. R. Ribeiro Iryna Gurevych Nikolai Rozanov Goran Glavaš KELM 39 79 0 24 May 2020
Adversarial NLI for Factual Correctness in Text Summarisation Models Mario Barrantes Benedikt Herudek Richard Wang 17 17 0 24 May 2020
Comparative Study of Machine Learning Models and BERT on SQuAD Devshree Patel Param Raval Ratnam Parikh Yesha Shastri 13 7 0 22 May 2020
CERT: Contrastive Self-supervised Learning for Language Understanding Hongchao Fang Sicheng Wang Meng Zhou Jiayuan Ding P. Xie ELM SSL 30 337 0 16 May 2020