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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
INFOTABS: Inference on Tables as Semi-structured Data Vivek Gupta Maitrey Mehta Pegah Nokhiz Vivek Srikumar LMTD 73 112 0 13 May 2020
That is a Known Lie: Detecting Previously Fact-Checked Claims Shaden Shaar Giovanni Da San Martino Nikolay Babulkov Preslav Nakov HILM 118 157 0 12 May 2020
On the Robustness of Language Encoders against Grammatical Errors Fan Yin Quanyu Long Tao Meng Kai-Wei Chang 81 35 0 12 May 2020
Towards Robustifying NLI Models Against Lexical Dataset Biases Xiang Zhou Joey Tianyi Zhou 64 58 0 10 May 2020
schuBERT: Optimizing Elements of BERT A. Khetan Zohar Karnin 88 30 0 09 May 2020
Finding Universal Grammatical Relations in Multilingual BERT Ethan A. Chi John Hewitt Christopher D. Manning 75 151 0 09 May 2020
What are the Goals of Distributional Semantics? Guy Edward Toh Emerson 91 26 0 06 May 2020
Probing the Natural Language Inference Task with Automated Reasoning Tools Zaid Marji Animesh Nighojkar John Licato LRM 23 2 0 06 May 2020
ExpBERT: Representation Engineering with Natural Language Explanations Shikhar Murty Pang Wei Koh Percy Liang 88 43 0 05 May 2020
From Arguments to Key Points: Towards Automatic Argument Summarization Roy Bar-Haim Lilach Eden Roni Friedman Yoav Kantor Dan Lahav Noam Slonim 72 107 0 04 May 2020
To Test Machine Comprehension, Start by Defining Comprehension Jesse Dunietz Greg Burnham Akash Bharadwaj Owen Rambow Jennifer Chu-Carroll D. Ferrucci FaML 118 65 0 04 May 2020
Robust Encodings: A Framework for Combating Adversarial Typos Erik Jones Robin Jia Aditi Raghunathan Percy Liang AAML 321 104 0 04 May 2020
Similarity Analysis of Contextual Word Representation Models John M. Wu Yonatan Belinkov Hassan Sajjad Nadir Durrani Fahim Dalvi James R. Glass 118 75 0 03 May 2020
How Can We Accelerate Progress Towards Human-like Linguistic Generalization? Tal Linzen 293 195 0 03 May 2020
Improving Truthfulness of Headline Generation Kazuki Matsumaru Sho Takase Naoaki Okazaki HILM 74 49 0 02 May 2020
DQI: Measuring Data Quality in NLP Swaroop Mishra Anjana Arunkumar Bhavdeep Singh Sachdeva Chris Bryan Chitta Baral 133 32 0 02 May 2020
IsoBN: Fine-Tuning BERT with Isotropic Batch Normalization Wenxuan Zhou Bill Yuchen Lin Xiang Ren 100 25 0 02 May 2020
RICA: Evaluating Robust Inference Capabilities Based on Commonsense Axioms Pei Zhou Rahul Khanna Seyeon Lee Bill Yuchen Lin Daniel E. Ho Jay Pujara Xiang Ren ReLM 132 37 0 02 May 2020
DeFormer: Decomposing Pre-trained Transformers for Faster Question Answering Qingqing Cao H. Trivedi A. Balasubramanian Niranjan Balasubramanian 91 68 0 02 May 2020
On Faithfulness and Factuality in Abstractive Summarization Joshua Maynez Shashi Narayan Bernd Bohnet Ryan T. McDonald HILM 104 1,048 0 02 May 2020
We Need to Talk About Random Splits Anders Søgaard Sebastian Ebert Jasmijn Bastings Katja Filippova 102 100 0 01 May 2020
From Zero to Hero: On the Limitations of Zero-Shot Cross-Lingual Transfer with Multilingual Transformers Anne Lauscher Vinit Ravishankar Ivan Vulić Goran Glavaš 81 58 0 01 May 2020
KLEJ: Comprehensive Benchmark for Polish Language Understanding Piotr Rybak Robert Mroczkowski Janusz Tracz Ireneusz Gawlik ELM 73 84 0 01 May 2020
Intermediate-Task Transfer Learning with Pretrained Models for Natural Language Understanding: When and Why Does It Work? Yada Pruksachatkun Jason Phang Haokun Liu Phu Mon Htut Xiaoyi Zhang Richard Yuanzhe Pang Clara Vania Katharina Kann Samuel R. Bowman CLL LRM 76 197 0 01 May 2020
Learning an Unreferenced Metric for Online Dialogue Evaluation Koustuv Sinha Prasanna Parthasarathi Jasmine Wang Ryan J. Lowe William L. Hamilton Joelle Pineau OffRL 86 84 0 01 May 2020
When BERT Plays the Lottery, All Tickets Are Winning Sai Prasanna Anna Rogers Anna Rumshisky MILM 90 187 0 01 May 2020
XCOPA: A Multilingual Dataset for Causal Commonsense Reasoning Edoardo Ponti Goran Glavaš Olga Majewska Qianchu Liu Ivan Vulić Anna Korhonen LRM 138 329 0 01 May 2020
Mind the Trade-off: Debiasing NLU Models without Degrading the In-distribution Performance Prasetya Ajie Utama N. Moosavi Iryna Gurevych OODD 138 127 0 01 May 2020
AdapterFusion: Non-Destructive Task Composition for Transfer Learning Jonas Pfeiffer Aishwarya Kamath Andreas Rucklé Kyunghyun Cho Iryna Gurevych CLL MoMe 244 861 0 01 May 2020
HERO: Hierarchical Encoder for Video+Language Omni-representation Pre-training Linjie Li Yen-Chun Chen Yu Cheng Zhe Gan Licheng Yu Jingjing Liu MLLM VLM OffRL AI4TS 158 507 0 01 May 2020
Does Data Augmentation Improve Generalization in NLP? Rohan Jha Charles Lovering Ellie Pavlick 80 10 0 30 Apr 2020
Segatron: Segment-Aware Transformer for Language Modeling and Understanding Richard He Bai Peng Shi Jimmy J. Lin Yuqing Xie Luchen Tan Kun Xiong Wen Gao Ming Li 38 8 0 30 Apr 2020
Data and Representation for Turkish Natural Language Inference Emrah Budur Rıza Özçelik Tunga Güngör Christopher Potts 43 1 0 30 Apr 2020
Mind Your Inflections! Improving NLP for Non-Standard Englishes with Base-Inflection Encoding Samson Tan Shafiq Joty Lav Varshney Min-Yen Kan 133 35 0 30 Apr 2020
Do Neural Models Learn Systematicity of Monotonicity Inference in Natural Language? Hitomi Yanaka K. Mineshima D. Bekki Kentaro Inui NAI 73 51 0 30 Apr 2020
WT5?! Training Text-to-Text Models to Explain their Predictions Sharan Narang Colin Raffel Katherine Lee Adam Roberts Noah Fiedel Karishma Malkan 82 201 0 30 Apr 2020
TAVAT: Token-Aware Virtual Adversarial Training for Language Understanding Linyang Li Xipeng Qiu 78 17 0 30 Apr 2020
Hierarchical Encoders for Modeling and Interpreting Screenplays G. Bhat Avneesh Singh Saluja Melody Dye Jan Florjanczyk 47 5 0 30 Apr 2020
What Happens To BERT Embeddings During Fine-tuning? Amil Merchant Elahe Rahimtoroghi Ellie Pavlick Ian Tenney 117 189 0 29 Apr 2020
Elastic weight consolidation for better bias inoculation James Thorne Andreas Vlachos 54 11 0 29 Apr 2020
Reference and Document Aware Semantic Evaluation Methods for Korean Language Summarization Dongyub Lee M. Shin Taesun Whang Seung Woo Cho Byeongil Ko Daniel Lee EungGyun Kim Jaechoon Jo 95 13 0 29 Apr 2020
BURT: BERT-inspired Universal Representation from Twin Structure Yian Li Hai Zhao 42 0 0 29 Apr 2020
The Curse of Performance Instability in Analysis Datasets: Consequences, Source, and Suggestions Xiang Zhou Yixin Nie Hao Tan Joey Tianyi Zhou 111 41 0 28 Apr 2020
Semantics-Aware Inferential Network for Natural Language Understanding Shuailiang Zhang Hai Zhao Junru Zhou LRM 71 4 0 28 Apr 2020
DeSePtion: Dual Sequence Prediction and Adversarial Examples for Improved Fact-Checking Christopher Hidey Tuhin Chakrabarty Tariq Alhindi Siddharth Varia K. Krstovski Mona T. Diab Smaranda Muresan AAML 70 43 0 27 Apr 2020
LightPAFF: A Two-Stage Distillation Framework for Pre-training and Fine-tuning Kaitao Song Hao Sun Xu Tan Tao Qin Jianfeng Lu Hongzhi Liu Tie-Yan Liu 71 27 0 27 Apr 2020
Recall and Learn: Fine-tuning Deep Pretrained Language Models with Less Forgetting Sanyuan Chen Yutai Hou Yiming Cui Wanxiang Che Ting Liu Xiangzhan Yu KELM CLL 140 226 0 27 Apr 2020
Is Your Classifier Actually Biased? Measuring Fairness under Uncertainty with Bernstein Bounds Kawin Ethayarajh 60 27 0 26 Apr 2020
Reevaluating Adversarial Examples in Natural Language John X. Morris Eli Lifland Jack Lanchantin Yangfeng Ji Yanjun Qi SILM AAML 186 114 0 25 Apr 2020
Syntactic Data Augmentation Increases Robustness to Inference Heuristics Junghyun Min R. Thomas McCoy Dipanjan Das Emily Pitler Tal Linzen 96 181 0 24 Apr 2020