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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
Generating Training Data with Language Models: Towards Zero-Shot Language Understanding Yu Meng Jiaxin Huang Yu Zhang Jiawei Han SyDa 93 235 0 09 Feb 2022
What are the best systems? New perspectives on NLP Benchmarking Pierre Colombo Nathan Noiry Ekhine Irurozki Stephan Clémençon 205 42 0 08 Feb 2022
Survey of Hallucination in Natural Language Generation Ziwei Ji Nayeon Lee Rita Frieske Tiezheng Yu D. Su ... Delong Chen Wenliang Dai Ho Shu Chan Andrea Madotto Pascale Fung HILM LRM 415 2,496 0 08 Feb 2022
data2vec: A General Framework for Self-supervised Learning in Speech, Vision and Language Alexei Baevski Wei-Ning Hsu Qiantong Xu Arun Babu Jiatao Gu Michael Auli SSL VLM ViT 185 863 0 07 Feb 2022
Nonparametric Uncertainty Quantification for Single Deterministic Neural Network Nikita Kotelevskii A. Artemenkov Kirill Fedyanin Fedor Noskov Alexander Fishkov Artem Shelmanov Artem Vazhentsev Aleksandr Petiushko Maxim Panov UQCV BDL 108 30 0 07 Feb 2022
Comparison and Combination of Sentence Embeddings Derived from Different Supervision Signals Hayato Tsukagoshi Ryohei Sasano Koichi Takeda 69 8 0 07 Feb 2022
Evaluating natural language processing models with generalization metrics that do not need access to any training or testing data Yaoqing Yang Ryan Theisen Liam Hodgkinson Joseph E. Gonzalez Kannan Ramchandran Charles H. Martin Michael W. Mahoney 148 18 0 06 Feb 2022
No Parameters Left Behind: Sensitivity Guided Adaptive Learning Rate for Training Large Transformer Models Chen Liang Haoming Jiang Simiao Zuo Pengcheng He Xiaodong Liu Jianfeng Gao Weizhu Chen T. Zhao 72 14 0 06 Feb 2022
Zero-Shot Aspect-Based Sentiment Analysis Lei Shu Hu Xu Bing-Quan Liu Jiahua Chen 94 14 0 04 Feb 2022
Relative Position Prediction as Pre-training for Text Encoders Rickard Brüel-Gabrielsson Chris Scarvelis 75 1 0 02 Feb 2022
GatorTron: A Large Clinical Language Model to Unlock Patient Information from Unstructured Electronic Health Records Xi Yang Aokun Chen Nima M. Pournejatian Hoo-Chang Shin Kaleb E. Smith ... Duane A. Mitchell W. Hogan E. Shenkman Jiang Bian Yonghui Wu AI4MH LM&MA 111 554 0 02 Feb 2022
Robust Training of Neural Networks Using Scale Invariant Architectures Zhiyuan Li Srinadh Bhojanapalli Manzil Zaheer Sashank J. Reddi Surinder Kumar 94 30 0 02 Feb 2022
Active Learning Over Multiple Domains in Natural Language Tasks Shayne Longpre Julia Reisler E. G. Huang Yi Lu Andrew J. Frank Nikhil Ramesh Chris DuBois OOD 104 13 0 01 Feb 2022
Provable Domain Generalization via Invariant-Feature Subspace Recovery Haoxiang Wang Haozhe Si Yue Liu Han Zhao OOD 137 36 0 30 Jan 2022
AutoDistil: Few-shot Task-agnostic Neural Architecture Search for Distilling Large Language Models Dongkuan Xu Subhabrata Mukherjee Xiaodong Liu Debadeepta Dey Wenhui Wang Xiang Zhang Ahmed Hassan Awadallah Jianfeng Gao 60 4 0 29 Jan 2022
Describing Differences between Text Distributions with Natural Language Ruiqi Zhong Charles Burton Snell Dan Klein Jacob Steinhardt VLM 201 44 0 28 Jan 2022
Using DeepSpeed and Megatron to Train Megatron-Turing NLG 530B, A Large-Scale Generative Language Model Shaden Smith M. Patwary Brandon Norick P. LeGresley Samyam Rajbhandari ... Mohammad Shoeybi Yuxiong He Michael Houston Saurabh Tiwary Bryan Catanzaro MoE 178 745 0 28 Jan 2022
Grad2Task: Improved Few-shot Text Classification Using Gradients for Task Representation Jixuan Wang Kuan-Chieh Wang Frank Rudzicz M. Brudno VLM 66 22 0 27 Jan 2022
Reasoning Like Program Executors Xinyu Pi Qian Liu Bei Chen Morteza Ziyadi Zeqi Lin Qiang Fu Yan Gao Jian-Guang Lou Weizhu Chen ReLM LRM 333 53 0 27 Jan 2022
Pair-Level Supervised Contrastive Learning for Natural Language Inference Shuang Li Xuming Hu Li Lin Lijie Wen 45 30 0 26 Jan 2022
Do Transformers Encode a Foundational Ontology? Probing Abstract Classes in Natural Language Mael Jullien Marco Valentino André Freitas 64 9 0 25 Jan 2022
Text and Code Embeddings by Contrastive Pre-Training Arvind Neelakantan Tao Xu Raul Puri Alec Radford Jesse Michael Han ... Tabarak Khan Toki Sherbakov Joanne Jang Peter Welinder Lilian Weng SSL AI4TS 401 446 0 24 Jan 2022
Black-box Prompt Learning for Pre-trained Language Models Shizhe Diao Zhichao Huang Ruijia Xu Xuechun Li Yong Lin Xiao Zhou Tong Zhang VLM AAML 104 71 0 21 Jan 2022
Cheating Automatic Short Answer Grading: On the Adversarial Usage of Adjectives and Adverbs Anna Filighera Sebastian Ochs Tim Steuer Thomas Tregel AAML 68 11 0 20 Jan 2022
TextHacker: Learning based Hybrid Local Search Algorithm for Text Hard-label Adversarial Attack Zhen Yu Xiaosen Wang Wanxiang Che Kun He AAML 61 16 0 20 Jan 2022
Uncovering More Shallow Heuristics: Probing the Natural Language Inference Capacities of Transformer-Based Pre-Trained Language Models Using Syllogistic Patterns Reto Gubelmann Siegfried Handschuh ReLM LRM 80 6 0 19 Jan 2022
Natural Language Deduction through Search over Statement Compositions Kaj Bostrom Zayne Sprague Swarat Chaudhuri Greg Durrett ReLM LRM 121 46 0 16 Jan 2022
WANLI: Worker and AI Collaboration for Natural Language Inference Dataset Creation Alisa Liu Swabha Swayamdipta Noah A. Smith Yejin Choi 230 221 0 16 Jan 2022
How Does Data Corruption Affect Natural Language Understanding Models? A Study on GLUE datasets Aarne Talman Marianna Apidianaki S. Chatzikyriakidis Jörg Tiedemann ELM 73 0 0 12 Jan 2022
Polish Natural Language Inference and Factivity -- an Expert-based Dataset and Benchmarks Daniel Ziembicki Anna Wróblewska Karolina Seweryn 55 1 0 10 Jan 2022
Black-Box Tuning for Language-Model-as-a-Service Tianxiang Sun Yunfan Shao Hong Qian Xuanjing Huang Xipeng Qiu VLM 184 276 0 10 Jan 2022
Latency Adjustable Transformer Encoder for Language Understanding Sajjad Kachuee M. Sharifkhani 111 0 0 10 Jan 2022
Does Entity Abstraction Help Generative Transformers Reason? Nicolas Angelard-Gontier Siva Reddy C. Pal 79 5 0 05 Jan 2022
ZeroBERTo: Leveraging Zero-Shot Text Classification by Topic Modeling Alexandre Alcoforado Thomas Palmeira Ferraz R. Gerber Enzo Bustos A. Oliveira Bruno Veloso Fabio Levy Siqueira A. H. R. Costa VLM 127 22 0 04 Jan 2022
Semantic Search for Large Scale Clinical Ontologies Duy-Hoa Ngo Madonna Kemp Donna L. Truran Bevan Koopman Alejandro Metke-Jimenez VLM 25 2 0 01 Jan 2022
LINDA: Unsupervised Learning to Interpolate in Natural Language Processing Yekyung Kim Seohyeong Jeong Kyunghyun Cho 79 8 0 28 Dec 2021
Distilling the Knowledge of Romanian BERTs Using Multiple Teachers Andrei-Marius Avram Darius Catrina Dumitru-Clementin Cercel Mihai Dascualu Traian Rebedea Vasile Puaics Dan Tufics 76 12 0 23 Dec 2021
CRASS: A Novel Data Set and Benchmark to Test Counterfactual Reasoning of Large Language Models Jorg Frohberg Frank Binder SLR 134 30 0 22 Dec 2021
On Cross-Lingual Retrieval with Multilingual Text Encoders Robert Litschko Ivan Vulić Simone Paolo Ponzetto Goran Glavaš 89 38 0 21 Dec 2021
Efficient Large Scale Language Modeling with Mixtures of Experts Mikel Artetxe Shruti Bhosale Naman Goyal Todor Mihaylov Myle Ott ... Jeff Wang Luke Zettlemoyer Mona T. Diab Zornitsa Kozareva Ves Stoyanov MoE 250 201 0 20 Dec 2021
Data Efficient Language-supervised Zero-shot Recognition with Optimal Transport Distillation Bichen Wu Rui Cheng Peizhao Zhang Tianren Gao Peter Vajda Joseph E. Gonzalez VLM 114 45 0 17 Dec 2021
PECO: Examining Single Sentence Label Leakage in Natural Language Inference Datasets through Progressive Evaluation of Cluster Outliers Michael Stephen Saxon Xinyi Wang Wenda Xu William Yang Wang 97 9 0 16 Dec 2021
An Empirical Investigation of the Role of Pre-training in Lifelong Learning Sanket Vaibhav Mehta Darshan Patil Sarath Chandar Emma Strubell CLL 156 145 0 16 Dec 2021
QuALITY: Question Answering with Long Input Texts, Yes! Richard Yuanzhe Pang Alicia Parrish Nitish Joshi Nikita Nangia Jason Phang ... Vishakh Padmakumar Johnny Ma Jana Thompson He He Sam Bowman RALM 94 156 0 16 Dec 2021
NewsClaims: A New Benchmark for Claim Detection from News with Attribute Knowledge R. Reddy Sai Chetan Chinthakindi Zhenhailong Wang Yi R. Fung Kathryn Conger ... Martha Palmer Preslav Nakov Eduard H. Hovy Kevin Small Heng Ji VLM 88 29 0 16 Dec 2021
QAFactEval: Improved QA-Based Factual Consistency Evaluation for Summarization Alexander R. Fabbri Chien-Sheng Wu Wenhao Liu Caiming Xiong HILM 110 218 0 16 Dec 2021
Is "My Favorite New Movie" My Favorite Movie? Probing the Understanding of Recursive Noun Phrases Qing Lyu Hua Zheng Daoxin Li Li Zhang Marianna Apidianaki Chris Callison-Burch 54 4 0 15 Dec 2021
Decomposing Natural Logic Inferences in Neural NLI Julia Rozanova Deborah Ferreira Marco Valentino Mokanrarangan Thayaparan André Freitas NAI LRM 52 4 0 15 Dec 2021
KGR^4: Retrieval, Retrospect, Refine and Rethink for Commonsense Generation Xin Liu Dayiheng Liu Baosong Yang Haibo Zhang Junwei Ding Wenqing Yao Weihua Luo Haiying Zhang Jinsong Su LRM 63 8 0 15 Dec 2021
VALSE: A Task-Independent Benchmark for Vision and Language Models Centered on Linguistic Phenomena Letitia Parcalabescu Michele Cafagna Lilitta Muradjan Anette Frank Iacer Calixto Albert Gatt CoGe 110 118 0 14 Dec 2021