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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
When to Use Multi-Task Learning vs Intermediate Fine-Tuning for Pre-Trained Encoder Transfer Learning Orion Weller Kevin Seppi Matt Gardner 62 23 0 17 May 2022
Miutsu: NTU's TaskBot for the Alexa Prize Yen-Ting Lin Hui-Chi Kuo Zesheng Xu Ssu Chiu Chieh-Chih Hung Yi-Cheng Chen Chao-Wei Huang Yun-Nung Chen 49 2 0 16 May 2022
Improving Neural Machine Translation of Indigenous Languages with Multilingual Transfer Learning Wei-Rui Chen Muhammad Abdul-Mageed 74 7 0 14 May 2022
Generating Literal and Implied Subquestions to Fact-check Complex Claims Jifan Chen Aniruddh Sriram Eunsol Choi Greg Durrett HILM 100 66 0 14 May 2022
Arithmetic-Based Pretraining -- Improving Numeracy of Pretrained Language Models Dominic Petrak N. Moosavi Iryna Gurevych AIMat 40 2 0 13 May 2022
AEON: A Method for Automatic Evaluation of NLP Test Cases Jen-tse Huang Jianping Zhang Wenxuan Wang Pinjia He Yuxin Su Michael R. Lyu 83 23 0 13 May 2022
Lifting the Curse of Multilinguality by Pre-training Modular Transformers Jonas Pfeiffer Naman Goyal Xi Lin Xian Li James Cross Sebastian Riedel Mikel Artetxe LRM 113 146 0 12 May 2022
Predicting Human Psychometric Properties Using Computational Language Models Antonio Laverghetta Animesh Nighojkar Jamshidbek Mirzakhalov John Licato 62 9 0 12 May 2022
Falsesum: Generating Document-level NLI Examples for Recognizing Factual Inconsistency in Summarization Prasetya Ajie Utama Joshua Bambrick N. Moosavi Iryna Gurevych HILM 79 44 0 12 May 2022
Towards Unified Prompt Tuning for Few-shot Text Classification Jiadong Wang Chengyu Wang Fuli Luo Chuanqi Tan Minghui Qiu Fei Yang Qiuhui Shi Songfang Huang Ming Gao VLM 75 29 0 11 May 2022
The Importance of Context in Very Low Resource Language Modeling Lukas Edman Antonio Toral Gertjan van Noord 72 1 0 10 May 2022
Empowering parameter-efficient transfer learning by recognizing the kernel structure in self-attention Yifan Chen Devamanyu Hazarika Mahdi Namazifar Yang Liu Di Jin Dilek Z. Hakkani-Tür 59 9 0 07 May 2022
A Data Cartography based MixUp for Pre-trained Language Models Seohong Park Cornelia Caragea 66 7 0 06 May 2022
GlobEnc: Quantifying Global Token Attribution by Incorporating the Whole Encoder Layer in Transformers Ali Modarressi Mohsen Fayyaz Yadollah Yaghoobzadeh Mohammad Taher Pilehvar ViT 83 37 0 06 May 2022
Natural Language Inference with Self-Attention for Veracity Assessment of Pandemic Claims Miguel Arana Catania E. Kochkina A. Zubiaga Maria Liakata Rob Procter Yulan He 86 10 0 05 May 2022
Are All the Datasets in Benchmark Necessary? A Pilot Study of Dataset Evaluation for Text Classification Yanghua Xiao Jinlan Fu See-Kiong Ng Pengfei Liu 50 2 0 04 May 2022
Masked Summarization to Generate Factually Inconsistent Summaries for Improved Factual Consistency Checking Hwanhee Lee Kang Min Yoo Joonsuk Park Hwaran Lee Kyomin Jung HILM 65 11 0 04 May 2022
P^3 Ranker: Mitigating the Gaps between Pre-training and Ranking Fine-tuning with Prompt-based Learning and Pre-finetuning Xiaomeng Hu S. Yu Chenyan Xiong Zhenghao Liu Zhiyuan Liu Geoffrey X. Yu 47 11 0 04 May 2022
Adaptable Adapters N. Moosavi Quentin Delfosse Kristian Kersting Iryna Gurevych 101 21 0 03 May 2022
Semantic Diversity in Dialogue with Natural Language Inference Katherine Stasaski Marti A. Hearst 62 24 0 03 May 2022
Textual Entailment for Event Argument Extraction: Zero- and Few-Shot with Multi-Source Learning Oscar Sainz Itziar Gonzalez-Dios Oier López de Lacalle Bonan Min Eneko Agirre 88 50 0 03 May 2022
Paragraph-based Transformer Pre-training for Multi-Sentence Inference Luca Di Liello Siddhant Garg Luca Soldaini Alessandro Moschitti 55 8 0 02 May 2022
Debiased Contrastive Learning of Unsupervised Sentence Representations Kun Zhou Beichen Zhang Wayne Xin Zhao Ji-Rong Wen SSL 110 103 0 02 May 2022
AdapterBias: Parameter-efficient Token-dependent Representation Shift for Adapters in NLP Tasks Chin-Lun Fu Zih-Ching Chen Yun-Ru Lee Hung-yi Lee 91 49 0 30 Apr 2022
EasyNLP: A Comprehensive and Easy-to-use Toolkit for Natural Language Processing Chengyu Wang Minghui Qiu Chen Shi Taolin Zhang Tingting Liu Lei Li Jiadong Wang Ming Wang Jun Huang W. Lin 88 21 0 30 Apr 2022
Prompt Consistency for Zero-Shot Task Generalization Chunting Zhou Junxian He Xuezhe Ma Taylor Berg-Kirkpatrick Graham Neubig VLM 115 79 0 29 Apr 2022
Logically Consistent Adversarial Attacks for Soft Theorem Provers Alexander Gaskell Yishu Miao Lucia Specia Francesca Toni AAML 41 7 0 29 Apr 2022
Answer Consolidation: Formulation and Benchmarking Wenxuan Zhou Qiang Ning Heba Elfardy Kevin Small Muhao Chen 44 4 0 29 Apr 2022
Developmental Negation Processing in Transformer Language Models Antonio Laverghetta John Licato LRM 69 5 0 29 Apr 2022
Detecting Textual Adversarial Examples Based on Distributional Characteristics of Data Representations Na Liu Mark Dras Wei Emma Zhang AAML 53 6 0 29 Apr 2022
Learning to Split for Automatic Bias Detection Yujia Bao Regina Barzilay 67 21 0 28 Apr 2022
What do You Mean by Relation Extraction? A Survey on Datasets and Study on Scientific Relation Classification Elisa Bassignana Barbara Plank 86 23 0 28 Apr 2022
Unified Pretraining Framework for Document Understanding Jiuxiang Gu Jason Kuen Vlad I. Morariu Handong Zhao Nikolaos Barmpalios R. Jain A. Nenkova Tong Sun 105 98 0 22 Apr 2022
FaithDial: A Faithful Benchmark for Information-Seeking Dialogue Nouha Dziri Ehsan Kamalloo Sivan Milton Osmar Zaiane Mo Yu Edoardo Ponti Siva Reddy HILM 159 91 0 22 Apr 2022
Tweets2Stance: Users stance detection exploiting Zero-Shot Learning Algorithms on Tweets Margherita Gambini T. Fagni C. Senette Maurizio Tesconi 56 3 0 22 Apr 2022
Generalized Quantifiers as a Source of Error in Multilingual NLU Benchmarks Ruixiang Cui Daniel Hershcovich Anders Søgaard 89 13 0 22 Apr 2022
Multi-label classification for biomedical literature: an overview of the BioCreative VII LitCovid Track for COVID-19 literature topic annotations Qingyu Chen Alexis Allot Robert Leaman Rezarta Islamaj Dougan Jingcheng Du ... S. Pujari Mariia Chizhikova Naveen Sivadasan Naveen Sivadasan Zhiyong Lu 68 32 0 20 Apr 2022
When Does Syntax Mediate Neural Language Model Performance? Evidence from Dropout Probes Mycal Tucker Tiwalayo Eisape Peng Qian R. Levy J. Shah MILM 74 12 0 20 Apr 2022
Improved Group Robustness via Classifier Retraining on Independent Splits Thien Hai Nguyen Hongyang R. Zhang Huy Le Nguyen OOD 72 2 0 20 Apr 2022
Compositional Semantics and Inference System for Temporal Order based on Japanese CCG Tomoki Sugimoto Hitomi Yanaka LRM 44 4 0 20 Apr 2022
ALBETO and DistilBETO: Lightweight Spanish Language Models J. Canete S. Donoso Felipe Bravo-Marquez Andrés Carvallo Vladimir Araujo 78 21 0 19 Apr 2022
IndicXNLI: Evaluating Multilingual Inference for Indian Languages Divyanshu Aggarwal V. Gupta Anoop Kunchukuttan 84 28 0 19 Apr 2022
DecBERT: Enhancing the Language Understanding of BERT with Causal Attention Masks Ziyang Luo Yadong Xi Jing Ma Zhiwei Yang Xiaoxi Mao Changjie Fan Rongsheng Zhang 49 3 0 19 Apr 2022
Imagination-Augmented Natural Language Understanding Yujie Lu Wanrong Zhu Xinze Wang Miguel P. Eckstein William Yang Wang 62 24 0 18 Apr 2022
Pathologies of Pre-trained Language Models in Few-shot Fine-tuning Hanjie Chen Guoqing Zheng Ahmed Hassan Awadallah Yangfeng Ji AI4MH 91 3 0 17 Apr 2022
Logical Inference for Counting on Semi-structured Tables Tomoya Kurosawa Hitomi Yanaka LMTD 62 2 0 16 Apr 2022
Sparsely Activated Mixture-of-Experts are Robust Multi-Task Learners Shashank Gupta Subhabrata Mukherjee K. Subudhi Eduardo Gonzalez Damien Jose Ahmed Hassan Awadallah Jianfeng Gao MoE 76 50 0 16 Apr 2022
MoEBERT: from BERT to Mixture-of-Experts via Importance-Guided Adaptation Simiao Zuo Qingru Zhang Chen Liang Pengcheng He T. Zhao Weizhu Chen MoE 195 41 0 15 Apr 2022
Stretching Sentence-pair NLI Models to Reason over Long Documents and Clusters Tal Schuster Sihao Chen S. Buthpitiya Alex Fabrikant Donald Metzler 105 41 0 15 Apr 2022
CLUES: A Benchmark for Learning Classifiers using Natural Language Explanations Rakesh R Menon Sayan Ghosh Shashank Srivastava LRM ELM 105 11 0 14 Apr 2022