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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"

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Title
METRO: Efficient Denoising Pretraining of Large Scale Autoencoding Language Models with Model Generated Signals Payal Bajaj Chenyan Xiong Guolin Ke Xiaodong Liu Di He Saurabh Tiwary Tie-Yan Liu Paul N. Bennett Xia Song Jianfeng Gao 124 32 0 13 Apr 2022
CAMERO: Consistency Regularized Ensemble of Perturbed Language Models with Weight Sharing Chen Liang Pengcheng He Yelong Shen Weizhu Chen T. Zhao FedML 58 6 0 13 Apr 2022
Fast Few-shot Debugging for NLU Test Suites Christopher Malon Kai Li E. Kruus 49 5 0 13 Apr 2022
The Impact of Cross-Lingual Adjustment of Contextual Word Representations on Zero-Shot Transfer Pavel Efimov Leonid Boytsov E. Arslanova Pavel Braslavski 61 7 0 13 Apr 2022
Automatic Multi-Label Prompting: Simple and Interpretable Few-Shot Classification Han Wang Canwen Xu Julian McAuley VLM 74 12 0 13 Apr 2022
Curriculum: A Broad-Coverage Benchmark for Linguistic Phenomena in Natural Language Understanding Zeming Chen Qiyue Gao ELM 74 4 0 13 Apr 2022
A Multilingual Perspective Towards the Evaluation of Attribution Methods in Natural Language Inference Kerem Zaman Yonatan Belinkov 101 8 0 11 Apr 2022
A Call for Clarity in Beam Search: How It Works and When It Stops Jungo Kasai Keisuke Sakaguchi Ronan Le Bras Dragomir R. Radev Yejin Choi Noah A. Smith 108 9 0 11 Apr 2022
Resources for Turkish Natural Language Processing: A critical survey Çağrı Çöltekin A. Seza Doğruöz Özlem Çetinoğlu 65 15 0 11 Apr 2022
A Comparative Study of Pre-trained Encoders for Low-Resource Named Entity Recognition Yuxuan Chen Jonas Mikkelsen Arne Binder Christoph Alt Leonhard Hennig 76 2 0 11 Apr 2022
How Conservative are Language Models? Adapting to the Introduction of Gender-Neutral Pronouns Stephanie Brandl Ruixiang Cui Anders Søgaard 77 21 0 11 Apr 2022
Same Author or Just Same Topic? Towards Content-Independent Style Representations Anna Wegmann M. Schraagen D. Nguyen 86 50 0 11 Apr 2022
Fake news detection using parallel BERT deep neural networks Mahmood Farokhian V. Rafe H. Veisi GNN 57 19 0 10 Apr 2022
Towards Understanding Large-Scale Discourse Structures in Pre-Trained and Fine-Tuned Language Models Patrick Huber Giuseppe Carenini 76 11 0 08 Apr 2022
Contextual Representation Learning beyond Masked Language Modeling Zhiyi Fu Wangchunshu Zhou Jingjing Xu Hao Zhou Lei Li 78 26 0 08 Apr 2022
Marvelous Agglutinative Language Effect on Cross Lingual Transfer Learning Wooyoung Kim Chaerin Jo Minjung Kim Wooju Kim 39 1 0 08 Apr 2022
Autoencoding Language Model Based Ensemble Learning for Commonsense Validation and Explanation Ngo Quang Huy Tu Minh Phuong Ngo Xuan Bach LRM 68 5 0 07 Apr 2022
Entailment Graph Learning with Textual Entailment and Soft Transitivity Zhibin Chen Yansong Feng Dongyan Zhao 88 14 0 07 Apr 2022
Pretraining Text Encoders with Adversarial Mixture of Training Signal Generators Yu Meng Chenyan Xiong Payal Bajaj Saurabh Tiwary Paul N. Bennett Jiawei Han Xia Song MoE 78 16 0 07 Apr 2022
What You See is What You Get: Principled Deep Learning via Distributional Generalization B. Kulynych Yao-Yuan Yang Yaodong Yu Jarosław Błasiok Preetum Nakkiran OOD 90 10 0 07 Apr 2022
Winoground: Probing Vision and Language Models for Visio-Linguistic Compositionality Tristan Thrush Ryan Jiang Max Bartolo Amanpreet Singh Adina Williams Douwe Kiela Candace Ross CoGe 168 429 0 07 Apr 2022
Fusing finetuned models for better pretraining Leshem Choshen Elad Venezian Noam Slonim Yoav Katz FedML AI4CE MoMe 147 96 0 06 Apr 2022
Paying More Attention to Self-attention: Improving Pre-trained Language Models via Attention Guiding Shanshan Wang Zhumin Chen Zhaochun Ren Huasheng Liang Qiang Yan Fajie Yuan 62 9 0 06 Apr 2022
Match-Prompt: Improving Multi-task Generalization Ability for Neural Text Matching via Prompt Learning Shicheng Xu Liang Pang Huawei Shen Xueqi Cheng VLM 87 17 0 06 Apr 2022
The COVMis-Stance dataset: Stance Detection on Twitter for COVID-19 Misinformation Yanfang Hou P. V. D. Putten Suzan Verberne 88 10 0 05 Apr 2022
Unified and Effective Ensemble Knowledge Distillation Chuhan Wu Fangzhao Wu Tao Qi Yongfeng Huang FedML 58 11 0 01 Apr 2022
Structured Pruning Learns Compact and Accurate Models Mengzhou Xia Zexuan Zhong Danqi Chen VLM 126 189 0 01 Apr 2022
Feature Structure Distillation with Centered Kernel Alignment in BERT Transferring Heeseung Jung Doyeon Kim Seung-Hoon Na Kangil Kim 91 6 0 01 Apr 2022
COOL, a Context Outlooker, and its Application to Question Answering and other Natural Language Processing Tasks Fangyi Zhu See-Kiong Ng S. Bressan LRM 63 1 0 01 Apr 2022
Neural Pipeline for Zero-Shot Data-to-Text Generation Zdeněk Kasner Ondrej Dusek 68 33 0 30 Mar 2022
LinkBERT: Pretraining Language Models with Document Links Michihiro Yasunaga J. Leskovec Percy Liang KELM 112 361 0 29 Mar 2022
A Fast Post-Training Pruning Framework for Transformers Woosuk Kwon Sehoon Kim Michael W. Mahoney Joseph Hassoun Kurt Keutzer A. Gholami 116 157 0 29 Mar 2022
A Well-Composed Text is Half Done! Composition Sampling for Diverse Conditional Generation Shashi Narayan Gonccalo Simoes Yao-Min Zhao Joshua Maynez Dipanjan Das Michael Collins Mirella Lapata 97 30 0 28 Mar 2022
Few-Shot Learning with Siamese Networks and Label Tuning Thomas Müller Guillermo Pérez-Torró Marc Franco-Salvador VLM 95 41 0 28 Mar 2022
Example-based Hypernetworks for Out-of-Distribution Generalization Tomer Volk Eyal Ben-David Ohad Amosy Gal Chechik Roi Reichart OOD 93 20 0 27 Mar 2022
ZS4IE: A toolkit for Zero-Shot Information Extraction with simple Verbalizations Oscar Sainz Haoling Qiu Oier López de Lacalle Eneko Agirre Bonan Min SyDa 79 12 0 25 Mar 2022
Multimodal Pre-training Based on Graph Attention Network for Document Understanding Zhenrong Zhang Jiefeng Ma Jun Du Licheng Wang Jianshu Zhang 55 38 0 25 Mar 2022
Token Dropping for Efficient BERT Pretraining Le Hou Richard Yuanzhe Pang Dinesh Manocha Yuexin Wu Xinying Song Xiaodan Song Denny Zhou 85 46 0 24 Mar 2022
Generating Scientific Claims for Zero-Shot Scientific Fact Checking Dustin Wright David Wadden Kyle Lo Bailey Kuehl Arman Cohan Isabelle Augenstein Lucy Lu Wang MedIm 129 58 0 24 Mar 2022
Generating Data to Mitigate Spurious Correlations in Natural Language Inference Datasets Yuxiang Wu Matt Gardner Pontus Stenetorp Pradeep Dasigi 106 68 0 24 Mar 2022
Input-specific Attention Subnetworks for Adversarial Detection Emil Biju Anirudh Sriram Pratyush Kumar Mitesh M Khapra AAML 50 5 0 23 Mar 2022
Entailment Relation Aware Paraphrase Generation Abhilasha Sancheti Balaji Vasan Srinivasan Rachel Rudinger 98 4 0 20 Mar 2022
DEIM: An effective deep encoding and interaction model for sentence matching Kexin Jiang Yahui Zhao Rong-yi Cui Zhenguo Zhang 76 4 0 20 Mar 2022
WOODS: Benchmarks for Out-of-Distribution Generalization in Time Series Jean-Christophe Gagnon-Audet Kartik Ahuja Mohammad Javad Darvishi Bayazi Pooneh Mousavi G. Dumas Irina Rish OOD CML AI4TS 109 32 0 18 Mar 2022
On the Importance of Data Size in Probing Fine-tuned Models Houman Mehrafarin S. Rajaee Mohammad Taher Pilehvar 65 18 0 17 Mar 2022
When Chosen Wisely, More Data Is What You Need: A Universal Sample-Efficient Strategy For Data Augmentation Ehsan Kamalloo Mehdi Rezagholizadeh A. Ghodsi 77 10 0 17 Mar 2022
UNIMO-2: End-to-End Unified Vision-Language Grounded Learning Wei Li Can Gao Guocheng Niu Xinyan Xiao Hao Liu Jiachen Liu Hua Wu Haifeng Wang MLLM 51 22 0 17 Mar 2022
An Analysis of Negation in Natural Language Understanding Corpora Md Mosharaf Hossain Dhivya Chinnappa Eduardo Blanco 116 43 0 16 Mar 2022
Hyperdecoders: Instance-specific decoders for multi-task NLP Hamish Ivison Matthew E. Peters AI4CE 121 22 0 15 Mar 2022
Better Quality Estimation for Low Resource Corpus Mining Muhammed Yusuf Kocyigit Jiho Lee Derry Wijaya 81 9 0 15 Mar 2022