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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
Premise-based Multimodal Reasoning: Conditional Inference on Joint Textual and Visual Clues Qingxiu Dong Ziwei Qin Heming Xia Tian Feng Shoujie Tong ... Weidong Zhan Sujian Li Zhongyu Wei Tianyu Liu Zuifang Sui LRM 64 11 0 15 May 2021
A cost-benefit analysis of cross-lingual transfer methods G. Rosa L. Bonifacio Leandro Rodrigues de Souza R. Lotufo Rodrigo Nogueira 67 12 0 14 May 2021
Designing Multimodal Datasets for NLP Challenges James Pustejovsky E. Holderness Jingxuan Tu Parker Glenn Kyeongmin Rim Kelley Lynch R. Brutti 56 5 0 12 May 2021
Encoding Explanatory Knowledge for Zero-shot Science Question Answering Zili Zhou Marco Valentino Dónal Landers André Freitas 86 7 0 12 May 2021
Evaluating Gender Bias in Natural Language Inference Shanya Sharma Manan Dey Koustuv Sinha 81 41 0 12 May 2021
News Headline Grouping as a Challenging NLU Task Philippe Laban Lucas Bandarkar Marti A. Hearst 60 15 0 12 May 2021
Benchmarking down-scaled (not so large) pre-trained language models Yi Men P. Schulze C. Heumann 31 1 0 11 May 2021
DefSent: Sentence Embeddings using Definition Sentences Hayato Tsukagoshi Ryohei Sasano Koichi Takeda 55 25 0 10 May 2021
Enhancing Transformers with Gradient Boosted Decision Trees for NLI Fine-Tuning Benjamin Minixhofer Milan Gritta Ignacio Iacobacci AI4CE 21 5 0 08 May 2021
e-ViL: A Dataset and Benchmark for Natural Language Explanations in Vision-Language Tasks Maxime Kayser Oana-Maria Camburu Leonard Salewski Cornelius Emde Virginie Do Zeynep Akata Thomas Lukasiewicz VLM 114 101 0 08 May 2021
Logic-Driven Context Extension and Data Augmentation for Logical Reasoning of Text Siyuan Wang Wanjun Zhong Duyu Tang Zhongyu Wei Zhihao Fan Daxin Jiang Ming Zhou Nan Duan NAI 137 73 0 08 May 2021
Understanding by Understanding Not: Modeling Negation in Language Models Arian Hosseini Siva Reddy Dzmitry Bahdanau R. Devon Hjelm Alessandro Sordoni Rameswar Panda 98 90 0 07 May 2021
Are Pre-trained Convolutions Better than Pre-trained Transformers? Yi Tay Mostafa Dehghani J. Gupta Dara Bahri V. Aribandi Zhen Qin Donald Metzler AI4CE 84 49 0 07 May 2021
Regression Bugs Are In Your Model! Measuring, Reducing and Analyzing Regressions In NLP Model Updates Yuqing Xie Yi-An Lai Yuanjun Xiong Yi Zhang Stefano Soatto UQCV 59 16 0 07 May 2021
Switching Contexts: Transportability Measures for NLP G. Marshall Mokanarangan Thayaparan P. Osborne André Freitas OT 34 1 0 03 May 2021
Evaluating Attribution in Dialogue Systems: The BEGIN Benchmark Nouha Dziri Hannah Rashkin Tal Linzen David Reitter ALM 319 83 0 30 Apr 2021
Entailment as Few-Shot Learner Sinong Wang Han Fang Madian Khabsa Hanzi Mao Hao Ma 106 185 0 29 Apr 2021
Evaluating Document Representations for Content-based Legal Literature Recommendations Malte Ostendorff Elliott Ash Terry Ruas Bela Gipp J. Moreno-Schneider Georg Rehm AILaw 57 23 0 28 Apr 2021
Semi-supervised Interactive Intent Labeling Saurav Sahay Eda Okur N. Hakim L. Nachman VLM 51 8 0 27 Apr 2021
Evaluating the Values of Sources in Transfer Learning Md. Rizwan Parvez Kai-Wei Chang 73 18 0 26 Apr 2021
Incremental Few-shot Text Classification with Multi-round New Classes: Formulation, Dataset and System Congyin Xia Wenpeng Yin Yihao Feng Philip Yu CLL VLM 90 51 0 24 Apr 2021
A Framework for Unsupervised Classificiation and Data Mining of Tweets about Cyber Vulnerabilities Kenneth Alperin Emily Joback Leslie Shing Gabe Elkin 33 5 0 23 Apr 2021
Deep learning for sentence clustering in essay grading support Li-Hsin Chang Iiro Rastas S. Pyysalo Filip Ginter 60 8 0 23 Apr 2021
SoT: Delving Deeper into Classification Head for Transformer Jiangtao Xie Rui Zeng Qilong Wang Ziqi Zhou P. Li ViT 86 12 0 22 Apr 2021
Finding Fuzziness in Neural Network Models of Language Processing Kanishka Misra Julia Taylor Rayz 25 0 0 22 Apr 2021
Sensitivity as a Complexity Measure for Sequence Classification Tasks Michael Hahn Dan Jurafsky Richard Futrell 197 22 0 21 Apr 2021
RoFormer: Enhanced Transformer with Rotary Position Embedding Jianlin Su Yu Lu Shengfeng Pan Ahmed Murtadha Bo Wen Yunfeng Liu 382 2,555 0 20 Apr 2021
Problems and Countermeasures in Natural Language Processing Evaluation Qingxiu Dong Zhifang Sui Weidong Zhan Baobao Chang ELM 37 2 0 20 Apr 2021
Improving Faithfulness in Abstractive Summarization with Contrast Candidate Generation and Selection Sihao Chen Fan Zhang Kazoo Sone Dan Roth HILM 100 108 0 19 Apr 2021
Data-Efficient Language-Supervised Zero-Shot Learning with Self-Distillation Rui Cheng Bichen Wu Peizhao Zhang Peter Vajda Joseph E. Gonzalez CLIP VLM 83 33 0 18 Apr 2021
CrossFit: A Few-shot Learning Challenge for Cross-task Generalization in NLP Qinyuan Ye Bill Yuchen Lin Xiang Ren 315 185 0 18 Apr 2021
Flexible Generation of Natural Language Deductions Kaj Bostrom Xinyu Zhao Swarat Chaudhuri Greg Durrett ReLM LRM 325 33 0 18 Apr 2021
SimCSE: Simple Contrastive Learning of Sentence Embeddings Tianyu Gao Xingcheng Yao Danqi Chen AILaw SSL 306 3,450 0 18 Apr 2021
Contrastive Out-of-Distribution Detection for Pretrained Transformers Wenxuan Zhou Fangyu Liu Muhao Chen 59 101 0 18 Apr 2021
Learn Continually, Generalize Rapidly: Lifelong Knowledge Accumulation for Few-shot Learning Xisen Jin Bill Yuchen Lin Mohammad Rostami Xiang Ren BDL CLL 86 42 0 18 Apr 2021
Back-Training excels Self-Training at Unsupervised Domain Adaptation of Question Generation and Passage Retrieval Devang Kulshreshtha Robert Belfer Iulian Serban Siva Reddy OOD 79 16 0 18 Apr 2021
Making Attention Mechanisms More Robust and Interpretable with Virtual Adversarial Training Shunsuke Kitada Hitoshi Iyatomi AAML 97 8 0 18 Apr 2021
Documenting Large Webtext Corpora: A Case Study on the Colossal Clean Crawled Corpus Jesse Dodge Maarten Sap Ana Marasović William Agnew Gabriel Ilharco Dirk Groeneveld Margaret Mitchell Matt Gardner AILaw 128 455 0 18 Apr 2021
Can NLI Models Verify QA Systems' Predictions? Jifan Chen Eunsol Choi Greg Durrett 140 54 0 18 Apr 2021
AmericasNLI: Evaluating Zero-shot Natural Language Understanding of Pretrained Multilingual Models in Truly Low-resource Languages Abteen Ebrahimi Manuel Mager Arturo Oncevay Vishrav Chaudhary Luis Chiruzzo ... Graham Neubig Alexis Palmer Rolando A. Coto Solano Ngoc Thang Vu Katharina Kann 160 74 0 18 Apr 2021
PaCo: Preconditions Attributed to Commonsense Knowledge Ehsan Qasemi Filip Ilievski Muhao Chen Pedro A. Szekely LRM 57 11 0 18 Apr 2021
A Simple and Effective Positional Encoding for Transformers Pu-Chin Chen Henry Tsai Srinadh Bhojanapalli Hyung Won Chung Yin-Wen Chang Chun-Sung Ferng 120 66 0 18 Apr 2021
MT6: Multilingual Pretrained Text-to-Text Transformer with Translation Pairs Zewen Chi Li Dong Shuming Ma Shaohan Huang Xian-Ling Mao Heyan Huang Furu Wei LRM 127 74 0 18 Apr 2021
Distributed NLI: Learning to Predict Human Opinion Distributions for Language Reasoning Xiang Zhou Yixin Nie Joey Tianyi Zhou UQCV 51 29 0 18 Apr 2021
Dual-View Distilled BERT for Sentence Embedding Xingyi Cheng 3DV 63 14 0 18 Apr 2021
Crossing the Conversational Chasm: A Primer on Natural Language Processing for Multilingual Task-Oriented Dialogue Systems E. Razumovskaia Goran Glavaš Olga Majewska Edoardo Ponti Anna Korhonen Ivan Vulić 190 34 0 17 Apr 2021
Multi-Perspective Abstractive Answer Summarization Alexander R. Fabbri Xiaojian Wu Srini Iyer Mona T. Diab 69 7 0 17 Apr 2021
Context-Aware Interaction Network for Question Matching Zhe Hu Zuohui Fu Yue Yin Gerard de Melo 70 16 0 17 Apr 2021
AMMU : A Survey of Transformer-based Biomedical Pretrained Language Models Katikapalli Subramanyam Kalyan A. Rajasekharan S. Sangeetha LM&MA MedIm 117 170 0 16 Apr 2021
What to Pre-Train on? Efficient Intermediate Task Selection Clifton A. Poth Jonas Pfeiffer Andreas Rucklé Iryna Gurevych 113 100 0 16 Apr 2021