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
Towards Multi-Sense Cross-Lingual Alignment of Contextual Embeddings Linlin Liu Thien Hai Nguyen Shafiq Joty Lidong Bing Luo Si 45 5 0 11 Mar 2021
Split Computing and Early Exiting for Deep Learning Applications: Survey and Research Challenges Yoshitomo Matsubara Marco Levorato Francesco Restuccia 35 199 0 08 Mar 2021
Syntax-BERT: Improving Pre-trained Transformers with Syntax Trees Jiangang Bai Yujing Wang Yiren Chen Yaming Yang Jing Bai Jiahao Yu Yunhai Tong 45 104 0 07 Mar 2021
Rissanen Data Analysis: Examining Dataset Characteristics via Description Length Ethan Perez Douwe Kiela Kyunghyun Cho 32 24 0 05 Mar 2021
Contrastive Explanations for Model Interpretability Alon Jacovi Swabha Swayamdipta Shauli Ravfogel Yanai Elazar Yejin Choi Yoav Goldberg 49 95 0 02 Mar 2021
Unbiased Sentence Encoder For Large-Scale Multi-lingual Search Engines Mahdi Hajiaghayi Monir Hajiaghayi Mark R. Bolin 26 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 37 50 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 23 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 22 88 0 24 Feb 2021
Teach Me to Explain: A Review of Datasets for Explainable Natural Language Processing Sarah Wiegreffe Ana Marasović XAI 24 141 0 24 Feb 2021
UniT: Multimodal Multitask Learning with a Unified Transformer Ronghang Hu Amanpreet Singh ViT 30 296 0 22 Feb 2021
An Empirical Study on Measuring the Similarity of Sentential Arguments with Language Model Domain Adaptation chaeHun Park Sang-gyu Seo 28 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 182 83 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 127 203 0 16 Feb 2021
Have Attention Heads in BERT Learned Constituency Grammar? Ziyang Luo 29 6 0 16 Feb 2021
Capturing Label Distribution: A Case Study in NLI Shujian Zhang Chengyue Gong Eunsol Choi 46 8 0 13 Feb 2021
Continuum: Simple Management of Complex Continual Learning Scenarios Arthur Douillard Timothée Lesort 16 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 30 45 0 11 Feb 2021
Toward Improving Coherence and Diversity of Slogan Generation Yiping Jin Akshay Bhatia Dittaya Wanvarie Phu T. V. Le 19 5 0 11 Feb 2021
Language Models for Lexical Inference in Context Martin Schmitt Hinrich Schütze 29 12 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 36 96 0 10 Feb 2021
Statistically Profiling Biases in Natural Language Reasoning Datasets and Models Shanshan Huang Kenny Q. Zhu 24 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 47 508 0 07 Feb 2021
Unifying Vision-and-Language Tasks via Text Generation Jaemin Cho Jie Lei Hao Tan Joey Tianyi Zhou MLLM 277 525 0 04 Feb 2021
A Computational Framework for Slang Generation Zhewei Sun R. Zemel Yang Xu 10 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 272 347 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 30 170 0 01 Feb 2021
Challenges in Automated Debiasing for Toxic Language Detection Xuhui Zhou Maarten Sap Swabha Swayamdipta Noah A. Smith Yejin Choi 32 138 0 29 Jan 2021
Explaining Natural Language Processing Classifiers with Occlusion and Language Modeling David Harbecke AAML 27 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 31 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 33 266 0 26 Jan 2021
Exploring Transitivity in Neural NLI Models through Veridicality Hitomi Yanaka K. Mineshima Kentaro Inui 30 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 19 101 0 26 Jan 2021
Meta-Learning for Effective Multi-task and Multilingual Modelling Ishan Tarunesh Sushil Khyalia Vishwajeet Kumar Ganesh Ramakrishnan Preethi Jyothi 45 16 0 25 Jan 2021
A Hybrid Approach to Measure Semantic Relatedness in Biomedical Concepts Katikapalli Subramanyam Kalyan S. Sangeetha 31 9 0 25 Jan 2021
Debiasing Pre-trained Contextualised Embeddings Masahiro Kaneko Danushka Bollegala 218 137 0 23 Jan 2021
Evaluating Multilingual Text Encoders for Unsupervised Cross-Lingual Retrieval Robert Litschko Ivan Vulić Simone Paolo Ponzetto Goran Glavaš 21 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 46 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 9 0 0 19 Jan 2021
Model Compression for Domain Adaptation through Causal Effect Estimation Guy Rotman Amir Feder Roi Reichart CML 14 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 277 1,315 0 17 Jan 2021
Transformer-Based Models for Question Answering on COVID19 Hillary Ngai Yoona Park John Chen Mahboobeh Parsapoor OOD 27 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 20 2 0 15 Jan 2021
SICKNL: A Dataset for Dutch Natural Language Inference G. Wijnholds M. Moortgat 22 25 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 28 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 154 137 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 21 104 0 11 Jan 2021
A More Efficient Chinese Named Entity Recognition base on BERT and Syntactic Analysis Xiao Fu Guijun Zhang 23 1 0 11 Jan 2021
BERT & Family Eat Word Salad: Experiments with Text Understanding Ashim Gupta Giorgi Kvernadze Vivek Srikumar 211 73 0 10 Jan 2021
Ask2Transformers: Zero-Shot Domain labelling with Pre-trained Language Models Oscar Sainz German Rigau VLM 43 21 0 07 Jan 2021