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
Enhancing AMR-to-Text Generation with Dual Graph Representations Leonardo F. R. Ribeiro Claire Gardent Iryna Gurevych 13 62 0 01 Sep 2019
QuASE: Question-Answer Driven Sentence Encoding Hangfeng He Qiang Ning Dan Roth 25 1 0 01 Sep 2019
Benchmarking Zero-shot Text Classification: Datasets, Evaluation and Entailment Approach Wenpeng Yin Jamaal Hay Dan Roth 12 540 0 31 Aug 2019
Incorporating Domain Knowledge into Medical NLI using Knowledge Graphs Soumya Sharma Bishal Santra Abhik Jana Santosh T.Y.S.S Niloy Ganguly Pawan Goyal 19 23 0 31 Aug 2019
A Logic-Driven Framework for Consistency of Neural Models Tao Li Vivek Gupta Maitrey Mehta Vivek Srikumar AI4CE 29 101 0 31 Aug 2019
Knowledge Enhanced Attention for Robust Natural Language Inference Alexander Hanbo Li A. Sethy 25 11 0 31 Aug 2019
Unlearn Dataset Bias in Natural Language Inference by Fitting the Residual He He Sheng Zha Haohan Wang 22 197 0 28 Aug 2019
Language Tasks and Language Games: On Methodology in Current Natural Language Processing Research David Schlangen 27 18 0 28 Aug 2019
Investigating Meta-Learning Algorithms for Low-Resource Natural Language Understanding Tasks Zi-Yi Dou Keyi Yu Antonios Anastasopoulos 16 126 0 27 Aug 2019
Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks Nils Reimers Iryna Gurevych 87 11,768 0 27 Aug 2019
Patient Knowledge Distillation for BERT Model Compression S. Sun Yu Cheng Zhe Gan Jingjing Liu 78 831 0 25 Aug 2019
Well-Read Students Learn Better: On the Importance of Pre-training Compact Models Iulia Turc Ming-Wei Chang Kenton Lee Kristina Toutanova 17 222 0 23 Aug 2019
Are We Modeling the Task or the Annotator? An Investigation of Annotator Bias in Natural Language Understanding Datasets Mor Geva Yoav Goldberg Jonathan Berant 242 321 0 21 Aug 2019
On the Robustness of Unsupervised and Semi-supervised Cross-lingual Word Embedding Learning Yerai Doval Jose Camacho-Collados Luis Espinosa-Anke Steven Schockaert SSL 22 21 0 21 Aug 2019
Revealing the Dark Secrets of BERT Olga Kovaleva Alexey Romanov Anna Rogers Anna Rumshisky 13 547 0 21 Aug 2019
CA-EHN: Commonsense Analogy from E-HowNet Peng-Hsuan Li Tsan-Yu Yang Wei-Yun Ma 6 2 0 20 Aug 2019
CLUTRR: A Diagnostic Benchmark for Inductive Reasoning from Text Koustuv Sinha Shagun Sodhani Jin Dong Joelle Pineau William L. Hamilton 32 199 0 16 Aug 2019
Empirical Evaluation of Multi-task Learning in Deep Neural Networks for Natural Language Processing Jianquan Li Xiaokang Liu Wenpeng Yin Min Yang Liqun Ma Yaohong Jin AIMat 30 13 0 16 Aug 2019
Abductive Commonsense Reasoning Chandra Bhagavatula Ronan Le Bras Chaitanya Malaviya Keisuke Sakaguchi Ari Holtzman Hannah Rashkin Doug Downey Scott Yih Yejin Choi ReLM LRM 25 452 0 15 Aug 2019
Visualizing and Understanding the Effectiveness of BERT Y. Hao Li Dong Furu Wei Ke Xu 27 181 0 15 Aug 2019
Scalable Attentive Sentence-Pair Modeling via Distilled Sentence Embedding Oren Barkan Noam Razin Itzik Malkiel Ori Katz Avi Caciularu Noam Koenigstein FedML 25 37 0 14 Aug 2019
StructBERT: Incorporating Language Structures into Pre-training for Deep Language Understanding Wei Wang Bin Bi Ming Yan Chen Henry Wu Zuyi Bao Jiangnan Xia Liwei Peng Luo Si 22 260 0 13 Aug 2019
On Identifiability in Transformers Gino Brunner Yang Liu Damian Pascual Oliver Richter Massimiliano Ciaramita Roger Wattenhofer ViT 30 186 0 12 Aug 2019
Leveraging Pre-trained Checkpoints for Sequence Generation Tasks S. Rothe Shashi Narayan Aliaksei Severyn SILM 71 433 0 29 Jul 2019
ERNIE 2.0: A Continual Pre-training Framework for Language Understanding Yu Sun Shuohuan Wang Yukun Li Shikun Feng Hao Tian Hua Wu Haifeng Wang CLL 44 799 0 29 Jul 2019
Is BERT Really Robust? A Strong Baseline for Natural Language Attack on Text Classification and Entailment Di Jin Zhijing Jin Qiufeng Wang Peter Szolovits SILM AAML 29 1,053 0 27 Jul 2019
RoBERTa: A Robustly Optimized BERT Pretraining Approach Yinhan Liu Myle Ott Naman Goyal Jingfei Du Mandar Joshi Danqi Chen Omer Levy M. Lewis Luke Zettlemoyer Veselin Stoyanov AIMat 171 23,959 0 26 Jul 2019
SpanBERT: Improving Pre-training by Representing and Predicting Spans Mandar Joshi Danqi Chen Yinhan Liu Daniel S. Weld Luke Zettlemoyer Omer Levy 24 1,945 0 24 Jul 2019
Optimal Transport-based Alignment of Learned Character Representations for String Similarity Derek Tam Nicholas Monath Ari Kobren Aaron Traylor Rajarshi Das Andrew McCallum 23 15 0 23 Jul 2019
Discourse Marker Augmented Network with Reinforcement Learning for Natural Language Inference Boyuan Pan Yazheng Yang Zhou Zhao Yueting Zhuang Deng Cai Xiaofei He 21 33 0 23 Jul 2019
GEAR: Graph-based Evidence Aggregating and Reasoning for Fact Verification Jie Zhou Xu Han Cheng Yang Zhiyuan Liu Lifeng Wang Changcheng Li Maosong Sun 21 197 0 22 Jul 2019
A Pragmatics-Centered Evaluation Framework for Natural Language Understanding Damien Sileo Tim Van de Cruys Camille Pradel Philippe Muller ELM 25 3 0 19 Jul 2019
Evaluating the Utility of Document Embedding Vector Difference for Relation Learning Jingyuan Zhang Timothy Baldwin 8 4 0 18 Jul 2019
Probing Neural Network Comprehension of Natural Language Arguments Timothy Niven Hung-Yu kao AAML 45 453 0 17 Jul 2019
BAM! Born-Again Multi-Task Networks for Natural Language Understanding Kevin Clark Minh-Thang Luong Urvashi Khandelwal Christopher D. Manning Quoc V. Le 27 228 0 10 Jul 2019
Don't Take the Premise for Granted: Mitigating Artifacts in Natural Language Inference Yonatan Belinkov Adam Poliak Stuart M. Shieber Benjamin Van Durme Alexander M. Rush 27 94 0 09 Jul 2019
Multilingual Universal Sentence Encoder for Semantic Retrieval Yinfei Yang Daniel Cer Amin Ahmad Mandy Guo Jax Law ... Steve Yuan Chris Tar Yun-hsuan Sung B. Strope R. Kurzweil 3DV 26 475 0 09 Jul 2019
To Tune or Not To Tune? How About the Best of Both Worlds? Ran A. Wang Haibo Su Chunye Wang Kailin Ji J. Ding VLM 36 17 0 09 Jul 2019
Real-time Claim Detection from News Articles and Retrieval of Semantically-Similar Factchecks Ben Adler Giacomo Boscaini-Gilroy KELM 16 11 0 03 Jul 2019
Learning Latent Trees with Stochastic Perturbations and Differentiable Dynamic Programming Caio Corro Ivan Titov 13 17 0 24 Jun 2019
Investigating Biases in Textual Entailment Datasets Shawn Tan Songlin Yang Chin-Wei Huang Aaron Courville 27 8 0 23 Jun 2019
Machine Learning Testing: Survey, Landscapes and Horizons Jie M. Zhang Mark Harman Lei Ma Yang Liu VLM AILaw 39 741 0 19 Jun 2019
Learning Compressed Sentence Representations for On-Device Text Processing Dinghan Shen Pengyu Cheng Dhanasekar Sundararaman Xinyuan Zhang Qian Yang Meng Tang Asli Celikyilmaz Lawrence Carin 18 22 0 19 Jun 2019
Surf at MEDIQA 2019: Improving Performance of Natural Language Inference in the Clinical Domain by Adopting Pre-trained Language Model Jiin Nam Seunghyun Yoon Kyomin Jung LM&MA 14 2 0 19 Jun 2019
Can neural networks understand monotonicity reasoning? Hitomi Yanaka K. Mineshima D. Bekki Kentaro Inui Satoshi Sekine Lasha Abzianidze Johan Bos LRM 30 80 0 15 Jun 2019
Probing Multilingual Sentence Representations With X-Probe Vinit Ravishankar Lilja Øvrelid Erik Velldal 22 20 0 12 Jun 2019
Lightweight and Efficient Neural Natural Language Processing with Quaternion Networks Yi Tay Aston Zhang Anh Tuan Luu J. Rao Shuai Zhang Shuohang Wang Jie Fu S. Hui 23 55 0 11 Jun 2019
DoubleTransfer at MEDIQA 2019: Multi-Source Transfer Learning for Natural Language Understanding in the Medical Domain Yichong Xu Xiaodong Liu Chunyuan Li Hoifung Poon Jianfeng Gao MedIm 22 15 0 11 Jun 2019
Understanding and Improving Transformer From a Multi-Particle Dynamic System Point of View Yiping Lu Zhuohan Li Di He Zhiqing Sun Bin Dong Tao Qin Liwei Wang Tie-Yan Liu AI4CE 24 168 0 06 Jun 2019
An Imitation Learning Approach to Unsupervised Parsing Bowen Li Lili Mou Frank Keller 25 24 0 05 Jun 2019