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
BERTs of a feather do not generalize together: Large variability in generalization across models with similar test set performance R. Thomas McCoy Junghyun Min Tal Linzen 29 147 0 07 Nov 2019
SentiLARE: Sentiment-Aware Language Representation Learning with Linguistic Knowledge Pei Ke Haozhe Ji Siyang Liu Xiaoyan Zhu Minlie Huang 25 7 0 06 Nov 2019
Unsupervised Cross-lingual Representation Learning at Scale Alexis Conneau Kartikay Khandelwal Naman Goyal Vishrav Chaudhary Guillaume Wenzek Francisco Guzmán Edouard Grave Myle Ott Luke Zettlemoyer Veselin Stoyanov 53 6,393 0 05 Nov 2019
MML: Maximal Multiverse Learning for Robust Fine-Tuning of Language Models Itzik Malkiel Lior Wolf 27 2 0 05 Nov 2019
Infusing Knowledge into the Textual Entailment Task Using Graph Convolutional Networks Pavan Kapanipathi Veronika Thost S. Patel Spencer Whitehead Ibrahim Abdelaziz ... R. Chulaka Gunasekara B. Makni Nicholas Mattei Kartik Talamadupula Achille Fokoue 42 45 0 05 Nov 2019
Deepening Hidden Representations from Pre-trained Language Models Junjie Yang Hai Zhao 22 10 0 05 Nov 2019
Machine Translation Evaluation using Bi-directional Entailment R. Khobragade Heaven Patel Anand Namdev Anish Mishra P. Bhattacharyya 16 5 0 02 Nov 2019
When Choosing Plausible Alternatives, Clever Hans can be Clever Pride Kavumba Naoya Inoue Benjamin Heinzerling Keshav Singh Paul Reisert Kentaro Inui 24 51 0 01 Nov 2019
Adversarial NLI: A New Benchmark for Natural Language Understanding Yixin Nie Adina Williams Emily Dinan Joey Tianyi Zhou Jason Weston Douwe Kiela 51 980 0 31 Oct 2019
BART: Denoising Sequence-to-Sequence Pre-training for Natural Language Generation, Translation, and Comprehension M. Lewis Yinhan Liu Naman Goyal Marjan Ghazvininejad Abdel-rahman Mohamed Omer Levy Veselin Stoyanov Luke Zettlemoyer AIMat VLM 41 10,635 0 29 Oct 2019
Evaluating the Factual Consistency of Abstractive Text Summarization Wojciech Kry'sciñski Bryan McCann Caiming Xiong R. Socher HILM 45 728 0 28 Oct 2019
Thieves on Sesame Street! Model Extraction of BERT-based APIs Kalpesh Krishna Gaurav Singh Tomar Ankur P. Parikh Nicolas Papernot Mohit Iyyer MIACV MLAU 36 194 0 27 Oct 2019
On the Cross-lingual Transferability of Monolingual Representations Mikel Artetxe Sebastian Ruder Dani Yogatama 28 780 0 25 Oct 2019
Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer Colin Raffel Noam M. Shazeer Adam Roberts Katherine Lee Sharan Narang Michael Matena Yanqi Zhou Wei Li Peter J. Liu AIMat 135 19,578 0 23 Oct 2019
MRQA 2019 Shared Task: Evaluating Generalization in Reading Comprehension Adam Fisch Alon Talmor Robin Jia Minjoon Seo Eunsol Choi Danqi Chen 33 302 0 22 Oct 2019
Diversify Your Datasets: Analyzing Generalization via Controlled Variance in Adversarial Datasets Ohad Rozen Vered Shwartz Roee Aharoni Ido Dagan AAML 19 37 0 21 Oct 2019
Diamonds in the Rough: Generating Fluent Sentences from Early-Stage Drafts for Academic Writing Assistance Takumi Ito Tatsuki Kuribayashi Hayato Kobayashi Ana Brassard Masato Hagiwara Jun Suzuki Kentaro Inui 13 23 0 21 Oct 2019
MonaLog: a Lightweight System for Natural Language Inference Based on Monotonicity Hai Hu Qi Chen Kyle Richardson A. Mukherjee L. Moss Sandra Kübler 27 41 0 19 Oct 2019
Universal Text Representation from BERT: An Empirical Study Xiaofei Ma Zhiguo Wang Patrick Ng Ramesh Nallapati Bing Xiang OOD 24 66 0 17 Oct 2019
Meemi: A Simple Method for Post-processing and Integrating Cross-lingual Word Embeddings Yerai Doval Jose Camacho-Collados Luis Espinosa-Anke Steven Schockaert 22 8 0 16 Oct 2019
BERTRAM: Improved Word Embeddings Have Big Impact on Contextualized Model Performance Timo Schick Hinrich Schütze 19 48 0 16 Oct 2019
Demon: Improved Neural Network Training with Momentum Decay John Chen Cameron R. Wolfe Zhaoqi Li Anastasios Kyrillidis ODL 24 15 0 11 Oct 2019
Multilingual Question Answering from Formatted Text applied to Conversational Agents W. Siblini Charlotte Pasqual Axel Lavielle Mohamed Challal Cyril Cauchois 25 17 0 10 Oct 2019
In Search for Linear Relations in Sentence Embedding Spaces P. Barancíková Ondrej Bojar DML 16 8 0 08 Oct 2019
BERT for Evidence Retrieval and Claim Verification Shrishti Saha Shetu Christof Monz E. Mabande RALM 23 120 0 07 Oct 2019
Linking artificial and human neural representations of language Jiajun Liu Roger Levy AI4CE 4 88 0 02 Oct 2019
MMM: Multi-stage Multi-task Learning for Multi-choice Reading Comprehension Di Jin Shuyang Gao Jiun-Yu Kao Tagyoung Chung Dilek Z. Hakkani-Tür 32 69 0 01 Oct 2019
ALBERT: A Lite BERT for Self-supervised Learning of Language Representations Zhenzhong Lan Mingda Chen Sebastian Goodman Kevin Gimpel Piyush Sharma Radu Soricut SSL AIMat 112 6,380 0 26 Sep 2019
FreeLB: Enhanced Adversarial Training for Natural Language Understanding Chen Zhu Yu Cheng Zhe Gan S. Sun Tom Goldstein Jingjing Liu AAML 232 438 0 25 Sep 2019
Extremely Small BERT Models from Mixed-Vocabulary Training Sanqiang Zhao Raghav Gupta Yang Song Denny Zhou VLM 14 53 0 25 Sep 2019
Reducing Transformer Depth on Demand with Structured Dropout Angela Fan Edouard Grave Armand Joulin 43 585 0 25 Sep 2019
CAT: Compression-Aware Training for bandwidth reduction Chaim Baskin Brian Chmiel Evgenii Zheltonozhskii Ron Banner A. Bronstein A. Mendelson MQ 22 10 0 25 Sep 2019
Attention Interpretability Across NLP Tasks Shikhar Vashishth Shyam Upadhyay Gaurav Singh Tomar Manaal Faruqui XAI MILM 42 176 0 24 Sep 2019
Situating Sentence Embedders with Nearest Neighbor Overlap Lucy H. Lin Noah A. Smith 14 3 0 24 Sep 2019
TinyBERT: Distilling BERT for Natural Language Understanding Xiaoqi Jiao Yichun Yin Lifeng Shang Xin Jiang Xiao Chen Linlin Li F. Wang Qun Liu VLM 11 1,823 0 23 Sep 2019
Inducing Constituency Trees through Neural Machine Translation Phu Mon Htut Kyunghyun Cho Samuel R. Bowman AI4CE 4 4 0 22 Sep 2019
Visuallly Grounded Generation of Entailments from Premises Somayeh Jafaritazehjani Albert Gatt Marc Tanti LRM 27 1 0 21 Sep 2019
Towards Neural Language Evaluators Hassan Kané Muhammed Yusuf Kocyigit Pelkins Ajanoh Ali Abdalla Mohamed Coulibali ELM 13 6 0 20 Sep 2019
Improving Generalization by Incorporating Coverage in Natural Language Inference N. Moosavi Prasetya Ajie Utama Andreas Rucklé Iryna Gurevych NAI 19 4 0 19 Sep 2019
Text Length Adaptation in Sentiment Classification Reinald Kim Amplayo Seonjae Lim Seung-won Hwang VLM 26 5 0 18 Sep 2019
Improving Natural Language Inference with a Pretrained Parser D. Pang Lucy H. Lin Noah A. Smith 25 14 0 18 Sep 2019
Probing Natural Language Inference Models through Semantic Fragments Kyle Richardson Hai Hu L. Moss Ashish Sabharwal 19 148 0 16 Sep 2019
Tree Transformer: Integrating Tree Structures into Self-Attention Yau-Shian Wang Hung-yi Lee Yun-Nung Chen 20 145 0 14 Sep 2019
End-to-End Bias Mitigation by Modelling Biases in Corpora Rabeeh Karimi Mahabadi Yonatan Belinkov James Henderson 30 174 0 13 Sep 2019
Mitigating Annotation Artifacts in Natural Language Inference Datasets to Improve Cross-dataset Generalization Ability Guanhua Zhang Bing Bai Junqi Zhang Kun Bai Conghui Zhu Tiejun Zhao 14 3 0 10 Sep 2019
Deleter: Leveraging BERT to Perform Unsupervised Successive Text Compression Tong Niu Caiming Xiong R. Socher 14 11 0 07 Sep 2019
Uncertain Natural Language Inference Tongfei Chen Zhengping Jiang Adam Poliak Keisuke Sakaguchi Benjamin Van Durme UQLM 16 57 0 06 Sep 2019
Investigating BERT's Knowledge of Language: Five Analysis Methods with NPIs Alex Warstadt Yuning Cao Ioana Grosu Wei Peng Hagen Blix ... Jason Phang Anhad Mohananey Phu Mon Htut Paloma Jeretic Samuel R. Bowman 21 122 0 05 Sep 2019
Specializing Unsupervised Pretraining Models for Word-Level Semantic Similarity Anne Lauscher Ivan Vulić Edoardo Ponti Anna Korhonen Goran Glavaš SSL 36 57 0 05 Sep 2019
TabFact: A Large-scale Dataset for Table-based Fact Verification Wenhu Chen Hongmin Wang Jianshu Chen Yunkai Zhang Hong Wang Shiyang Li Xiyou Zhou William Yang Wang LMTD 10 478 0 05 Sep 2019