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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
Syntax-BERT: Improving Pre-trained Transformers with Syntax Trees Jiangang Bai Yujing Wang Yiren Chen Yaming Yang Jing Bai Jiahao Yu Yunhai Tong 88 104 0 07 Mar 2021
Rissanen Data Analysis: Examining Dataset Characteristics via Description Length Ethan Perez Douwe Kiela Kyunghyun Cho 82 24 0 05 Mar 2021
Contrastive Explanations for Model Interpretability Alon Jacovi Swabha Swayamdipta Shauli Ravfogel Yanai Elazar Yejin Choi Yoav Goldberg 163 98 0 02 Mar 2021
Unbiased Sentence Encoder For Large-Scale Multi-lingual Search Engines Mahdi Hajiaghayi Monir Hajiaghayi Mark R. Bolin 39 0 0 01 Mar 2021
Long Document Summarization in a Low Resource Setting using Pretrained Language Models Ahsaas Bajaj Pavitra Dangati Kalpesh Krishna Pradhiksha Ashok Kumar Rheeya Uppaal Bradford T. Windsor Eliot Brenner Dominic Dotterrer Rajarshi Das Andrew McCallum AILaw RALM 92 52 0 01 Mar 2021
SparseBERT: Rethinking the Importance Analysis in Self-attention Han Shi Jiahui Gao Xiaozhe Ren Hang Xu Xiaodan Liang Zhenguo Li James T. Kwok 97 54 0 25 Feb 2021
PADA: Example-based Prompt Learning for on-the-fly Adaptation to Unseen Domains Eyal Ben-David Nadav Oved Roi Reichart VLM OOD 110 94 0 24 Feb 2021
Teach Me to Explain: A Review of Datasets for Explainable Natural Language Processing Sarah Wiegreffe Ana Marasović XAI 104 146 0 24 Feb 2021
UniT: Multimodal Multitask Learning with a Unified Transformer Ronghang Hu Amanpreet Singh ViT 106 301 0 22 Feb 2021
An Empirical Study on Measuring the Similarity of Sentential Arguments with Language Model Domain Adaptation Yujin Baek Sang-gyu Seo 36 0 0 19 Feb 2021
Beyond Fully-Connected Layers with Quaternions: Parameterization of Hypercomplex Multiplications with $1/n$ Parameters Aston Zhang Yi Tay Shuai Zhang Alvin Chan Anh Tuan Luu S. Hui Jie Fu MQ 214 86 0 17 Feb 2021
COCO-LM: Correcting and Contrasting Text Sequences for Language Model Pretraining Yu Meng Chenyan Xiong Payal Bajaj Saurabh Tiwary Paul N. Bennett Jiawei Han Xia Song 182 206 0 16 Feb 2021
Have Attention Heads in BERT Learned Constituency Grammar? Ziyang Luo 58 6 0 16 Feb 2021
Capturing Label Distribution: A Case Study in NLI Shujian Zhang Chengyue Gong Eunsol Choi 77 8 0 13 Feb 2021
Continuum: Simple Management of Complex Continual Learning Scenarios Arthur Douillard Timothée Lesort 72 38 0 11 Feb 2021
Text Compression-aided Transformer Encoding Z. Li Zhuosheng Zhang Hai Zhao Rui Wang Kehai Chen Masao Utiyama Eiichiro Sumita AI4CE 71 45 0 11 Feb 2021
Toward Improving Coherence and Diversity of Slogan Generation Yiping Jin Akshay Bhatia Dittaya Wanvarie Phu T. V. Le 37 5 0 11 Feb 2021
Language Models for Lexical Inference in Context Martin Schmitt Hinrich Schütze 81 14 0 10 Feb 2021
Biomedical Question Answering: A Survey of Approaches and Challenges Qiao Jin Zheng Yuan Guangzhi Xiong Qian Yu Huaiyuan Ying Chuanqi Tan Mosha Chen Songfang Huang Xiaozhong Liu Sheng Yu 108 104 0 10 Feb 2021
Statistically Profiling Biases in Natural Language Reasoning Datasets and Models Shanshan Huang Kenny Q. Zhu 34 1 0 09 Feb 2021
Nyströmformer: A Nyström-Based Algorithm for Approximating Self-Attention Yunyang Xiong Zhanpeng Zeng Rudrasis Chakraborty Mingxing Tan G. Fung Yin Li Vikas Singh 150 526 0 07 Feb 2021
Unifying Vision-and-Language Tasks via Text Generation Jaemin Cho Jie Lei Hao Tan Joey Tianyi Zhou MLLM 404 547 0 04 Feb 2021
A Computational Framework for Slang Generation Zhewei Sun R. Zemel Yang Xu 46 21 0 03 Feb 2021
Measuring and Improving Consistency in Pretrained Language Models Yanai Elazar Nora Kassner Shauli Ravfogel Abhilasha Ravichander Eduard H. Hovy Hinrich Schütze Yoav Goldberg HILM 342 371 0 01 Feb 2021
Rethinking Soft Labels for Knowledge Distillation: A Bias-Variance Tradeoff Perspective Helong Zhou Liangchen Song Jiajie Chen Ye Zhou Guoli Wang Junsong Yuan Qian Zhang 89 176 0 01 Feb 2021
Challenges in Automated Debiasing for Toxic Language Detection Xuhui Zhou Maarten Sap Swabha Swayamdipta Noah A. Smith Yejin Choi 83 142 0 29 Jan 2021
Explaining Natural Language Processing Classifiers with Occlusion and Language Modeling David Harbecke AAML 53 2 0 28 Jan 2021
KoreALBERT: Pretraining a Lite BERT Model for Korean Language Understanding HyunJae Lee Jaewoong Yoon Bonggyu Hwang Seongho Joe Seungjai Min Youngjune Gwon SSeg 58 16 0 27 Jan 2021
Muppet: Massive Multi-task Representations with Pre-Finetuning Armen Aghajanyan Anchit Gupta Akshat Shrivastava Xilun Chen Luke Zettlemoyer Sonal Gupta 100 270 0 26 Jan 2021
Exploring Transitivity in Neural NLI Models through Veridicality Hitomi Yanaka K. Mineshima Kentaro Inui 82 23 0 26 Jan 2021
Evaluation of BERT and ALBERT Sentence Embedding Performance on Downstream NLP Tasks Hyunjin Choi Judong Kim Seongho Joe Youngjune Gwon SSeg 95 104 0 26 Jan 2021
Meta-Learning for Effective Multi-task and Multilingual Modelling Ishan Tarunesh Sushil Khyalia Vishwajeet Kumar Ganesh Ramakrishnan Preethi Jyothi 81 16 0 25 Jan 2021
A Hybrid Approach to Measure Semantic Relatedness in Biomedical Concepts Katikapalli Subramanyam Kalyan S. Sangeetha 72 9 0 25 Jan 2021
Debiasing Pre-trained Contextualised Embeddings Masahiro Kaneko Danushka Bollegala 269 143 0 23 Jan 2021
Evaluating Multilingual Text Encoders for Unsupervised Cross-Lingual Retrieval Robert Litschko Ivan Vulić Simone Paolo Ponzetto Goran Glavaš 74 23 0 21 Jan 2021
Learning to Augment for Data-Scarce Domain BERT Knowledge Distillation Lingyun Feng Minghui Qiu Yaliang Li Haitao Zheng Ying Shen 97 10 0 20 Jan 2021
Exploring Lexical Irregularities in Hypothesis-Only Models of Natural Language Inference Qingyuan Hu Yi Zhang Kanishka Misra Julia Taylor Rayz 20 0 0 19 Jan 2021
Model Compression for Domain Adaptation through Causal Effect Estimation Guy Rotman Amir Feder Roi Reichart CML 94 7 0 18 Jan 2021
What Makes Good In-Context Examples for GPT- $3$ ? Jiachang Liu Dinghan Shen Yizhe Zhang Bill Dolan Lawrence Carin Weizhu Chen AAML RALM 400 1,399 0 17 Jan 2021
Transformer-Based Models for Question Answering on COVID19 Hillary Ngai Yoona Park John Chen Mahboobeh Parsapoor OOD 48 21 0 16 Jan 2021
Unstructured Knowledge Access in Task-oriented Dialog Modeling using Language Inference, Knowledge Retrieval and Knowledge-Integrative Response Generation Mudit Chaudhary B. Dzodzo Sida Huang Chun Hei Lo Mingzhi Lyu ... Xiaoying Zhang Jingyan Zhou Hong Cheng Wai Lam Helen Meng RALM 51 2 0 15 Jan 2021
SICKNL: A Dataset for Dutch Natural Language Inference G. Wijnholds M. Moortgat 119 26 0 14 Jan 2021
Machine-Assisted Script Curation Manuel R. Ciosici Joseph Cummings Mitchell DeHaven Alex Hedges Yash Kankanampati Dong-Ho Lee R. Weischedel Marjorie Freedman 49 7 0 14 Jan 2021
Robustness Gym: Unifying the NLP Evaluation Landscape Karan Goel Nazneen Rajani Jesse Vig Samson Tan Jason M. Wu Stephan Zheng Caiming Xiong Joey Tianyi Zhou Christopher Ré AAML OffRL OOD 202 140 0 13 Jan 2021
Screen2Vec: Semantic Embedding of GUI Screens and GUI Components Toby Jia-Jun Li Lindsay Popowski Tom Michael Mitchell Brad A. Myers 82 105 0 11 Jan 2021
A More Efficient Chinese Named Entity Recognition base on BERT and Syntactic Analysis Xiao Fu Guijun Zhang 25 1 0 11 Jan 2021
BERT & Family Eat Word Salad: Experiments with Text Understanding Ashim Gupta Giorgi Kvernadze Vivek Srikumar 260 73 0 10 Jan 2021
Ask2Transformers: Zero-Shot Domain labelling with Pre-trained Language Models Oscar Sainz German Rigau VLM 73 22 0 07 Jan 2021
Did Aristotle Use a Laptop? A Question Answering Benchmark with Implicit Reasoning Strategies Mor Geva Daniel Khashabi Elad Segal Tushar Khot Dan Roth Jonathan Berant RALM 433 743 0 06 Jan 2021
I-BERT: Integer-only BERT Quantization Sehoon Kim A. Gholami Z. Yao Michael W. Mahoney Kurt Keutzer MQ 181 354 0 05 Jan 2021