A large annotated corpus for learning natural language inference

21 August 2015

Samuel R. Bowman

Gabor Angeli

Christopher Potts

Christopher D. Manning

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Papers citing "A large annotated corpus for learning natural language inference"

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Are we pretraining it right? Digging deeper into visio-linguistic pretraining Amanpreet Singh Vedanuj Goswami Devi Parikh VLM 85 48 0 19 Apr 2020
Avoiding the Hypothesis-Only Bias in Natural Language Inference via Ensemble Adversarial Training Joe Stacey Pasquale Minervini Haim Dubossarsky Sebastian Riedel Tim Rocktaschel AI4CE 102 8 0 16 Apr 2020
Do sequence-to-sequence VAEs learn global features of sentences? Tom Bosc Pascal Vincent SSL 66 9 0 16 Apr 2020
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The Right Tool for the Job: Matching Model and Instance Complexities Roy Schwartz Gabriel Stanovsky Swabha Swayamdipta Jesse Dodge Noah A. Smith 169 170 0 16 Apr 2020
Pretrained Transformers Improve Out-of-Distribution Robustness Dan Hendrycks Xiaoyuan Liu Eric Wallace Adam Dziedzic R. Krishnan Basel Alomair OOD 243 437 0 13 Apr 2020
Integrated Eojeol Embedding for Erroneous Sentence Classification in Korean Chatbots Donghyun Choi Ilnam Park M. Shin EungGyun Kim Dong Ryeol Shin 63 1 0 13 Apr 2020
Pre-training Text Representations as Meta Learning Shangwen Lv Yuechen Wang Daya Guo Duyu Tang Nan Duan ... Ryan Ma Daxin Jiang Guihong Cao Ming Zhou Songlin Hu AIMat SSL AI4CE 43 9 0 12 Apr 2020
A New Dataset for Natural Language Inference from Code-mixed Conversations Simran Khanuja Sandipan Dandapat Sunayana Sitaram Monojit Choudhury 108 42 0 10 Apr 2020
More Bang for Your Buck: Natural Perturbation for Robust Question Answering Daniel Khashabi Tushar Khot Ashish Sabharwal AAML OOD 73 4 0 09 Apr 2020
Translation Artifacts in Cross-lingual Transfer Learning Mikel Artetxe Gorka Labaka Eneko Agirre 87 121 0 09 Apr 2020
BLEURT: Learning Robust Metrics for Text Generation Thibault Sellam Dipanjan Das Ankur P. Parikh 164 1,513 0 09 Apr 2020
Pre-training is a Hot Topic: Contextualized Document Embeddings Improve Topic Coherence Federico Bianchi Silvia Terragni Dirk Hovy AI4TS 151 299 0 08 Apr 2020
e-SNLI-VE: Corrected Visual-Textual Entailment with Natural Language Explanations Virginie Do Oana-Maria Camburu Zeynep Akata Thomas Lukasiewicz LRM 99 30 0 07 Apr 2020
Locality Preserving Loss: Neighbors that Live together, Align together Ashwinkumar Ganesan Frank Ferraro Tim Oates VLM 26 1 0 07 Apr 2020
TuringAdvice: A Generative and Dynamic Evaluation of Language Use Rowan Zellers Ari Holtzman Elizabeth Clark Lianhui Qin Ali Farhadi Yejin Choi ELM LRM 87 14 0 07 Apr 2020
KorNLI and KorSTS: New Benchmark Datasets for Korean Natural Language Understanding Jiyeon Ham Yo Joong Choe Kyubyong Park Ilji Choi Hyungjoon Soh 92 78 0 07 Apr 2020
Are Natural Language Inference Models IMPPRESsive? Learning IMPlicature and PRESupposition Paloma Jeretic Alex Warstadt Suvrat Bhooshan Adina Williams ReLM AI4CE 81 118 0 07 Apr 2020
Evaluating Models' Local Decision Boundaries via Contrast Sets Matt Gardner Yoav Artzi Victoria Basmova Jonathan Berant Ben Bogin ... Sanjay Subramanian Reut Tsarfaty Eric Wallace Ally Zhang Ben Zhou ELM 142 84 0 06 Apr 2020
Deep Learning Based Text Classification: A Comprehensive Review Shervin Minaee Nal Kalchbrenner Min Zhang Narjes Nikzad M. Asgari-Chenaghlu Jianfeng Gao AILaw VLM AI4TS 143 1,116 0 06 Apr 2020
Continual Domain-Tuning for Pretrained Language Models Subendhu Rongali Abhyuday N. Jagannatha Bhanu Pratap Singh Rawat Hong-ye Yu CLL KELM 65 7 0 05 Apr 2020
Optimus: Organizing Sentences via Pre-trained Modeling of a Latent Space Chunyuan Li Xiang Gao Yuan Li Baolin Peng Xiujun Li Yizhe Zhang Jianfeng Gao SSL DRL 105 182 0 05 Apr 2020
Pre-Trained and Attention-Based Neural Networks for Building Noetic Task-Oriented Dialogue Systems Jia-Chen Gu Tianda Li Quan Liu Xiao-Dan Zhu Zhenhua Ling Yu-Ping Ruan 50 11 0 04 Apr 2020
Benchmarking Machine Reading Comprehension: A Psychological Perspective Saku Sugawara Pontus Stenetorp Akiko Aizawa 61 2 0 04 Apr 2020
Evaluating Multimodal Representations on Visual Semantic Textual Similarity Oier López de Lacalle Ander Salaberria Aitor Soroa Etxabe Gorka Azkune Eneko Agirre 51 2 0 04 Apr 2020
Pre-training for Abstractive Document Summarization by Reinstating Source Text Yanyan Zou Xingxing Zhang Wei Lu Furu Wei Ming Zhou 66 1 0 04 Apr 2020
VIOLIN: A Large-Scale Dataset for Video-and-Language Inference J. Liu Wenhu Chen Yu Cheng Zhe Gan Licheng Yu Yiming Yang Jingjing Liu MLLM VGen 142 70 0 25 Mar 2020
X-Stance: A Multilingual Multi-Target Dataset for Stance Detection Jannis Vamvas Rico Sennrich 111 90 0 18 Mar 2020
Calibration of Pre-trained Transformers Shrey Desai Greg Durrett UQLM 403 304 0 17 Mar 2020
Review-guided Helpful Answer Identification in E-commerce Wenxuan Zhang Wai Lam Yang Deng Jing Ma 120 20 0 13 Mar 2020
TyDi QA: A Benchmark for Information-Seeking Question Answering in Typologically Diverse Languages J. Clark Eunsol Choi Michael Collins Dan Garrette Tom Kwiatkowski Vitaly Nikolaev J. Palomaki 237 613 0 10 Mar 2020
Sentence Analogies: Exploring Linguistic Relationships and Regularities in Sentence Embeddings Xunjie Zhu Gerard de Melo NAI 33 12 0 09 Mar 2020
HypoNLI: Exploring the Artificial Patterns of Hypothesis-only Bias in Natural Language Inference Tianyu Liu Xin Zheng Baobao Chang Zhifang Sui 128 24 0 05 Mar 2020
Quantized Neural Network Inference with Precision Batching Maximilian Lam Zachary Yedidia Colby R. Banbury Vijay Janapa Reddi MQ 50 1 0 26 Feb 2020
Sparse Sinkhorn Attention Yi Tay Dara Bahri Liu Yang Donald Metzler Da-Cheng Juan 125 343 0 26 Feb 2020
Improving BERT Fine-Tuning via Self-Ensemble and Self-Distillation Yige Xu Xipeng Qiu L. Zhou Xuanjing Huang 93 68 0 24 Feb 2020
Contextual Lensing of Universal Sentence Representations J. Kiros 62 5 0 20 Feb 2020
The Microsoft Toolkit of Multi-Task Deep Neural Networks for Natural Language Understanding Xiaodong Liu Yu Wang Jianshu Ji Hao Cheng Xueyun Zhu ... Pengcheng He Weizhu Chen Hoifung Poon Guihong Cao Jianfeng Gao AI4CE 94 61 0 19 Feb 2020
Exploring Neural Models for Parsing Natural Language into First-Order Logic Hrituraj Singh Milan Aggarwal Balaji Krishnamurthy LRM 111 21 0 16 Feb 2020
A Second look at Exponential and Cosine Step Sizes: Simplicity, Adaptivity, and Performance Xiaoyun Li Zhenxun Zhuang Francesco Orabona 75 20 0 12 Feb 2020
Utilizing BERT Intermediate Layers for Aspect Based Sentiment Analysis and Natural Language Inference Youwei Song Jiahai Wang Zhiwei Liang Zhiyue Liu Tao Jiang 88 77 0 12 Feb 2020
ReClor: A Reading Comprehension Dataset Requiring Logical Reasoning Weihao Yu Zihang Jiang Yanfei Dong Jiashi Feng LRM 203 255 0 11 Feb 2020
Adversarial Filters of Dataset Biases Ronan Le Bras Swabha Swayamdipta Chandra Bhagavatula Rowan Zellers Matthew E. Peters Ashish Sabharwal Yejin Choi 209 223 0 10 Feb 2020
Pre-training Tasks for Embedding-based Large-scale Retrieval Wei-Cheng Chang Felix X. Yu Yin-Wen Chang Yiming Yang Sanjiv Kumar RALM 112 306 0 10 Feb 2020
Incorporating Visual Semantics into Sentence Representations within a Grounded Space Patrick Bordes Éloi Zablocki Laure Soulier Benjamin Piwowarski Patrick Gallinari 61 26 0 07 Feb 2020
Beat the AI: Investigating Adversarial Human Annotation for Reading Comprehension Max Bartolo A. Roberts Johannes Welbl Sebastian Riedel Pontus Stenetorp AAML 160 176 0 02 Feb 2020
BERT's output layer recognizes all hidden layers? Some Intriguing Phenomena and a simple way to boost BERT Wei-Tsung Kao Tsung-Han Wu Po-Han Chi Chun-Cheng Hsieh Hung-yi Lee SSL 61 5 0 25 Jan 2020
Low-Complexity LSTM Training and Inference with FloatSD8 Weight Representation Yu-Tung Liu T. Chiueh MQ 33 1 0 23 Jan 2020
Multi-level Head-wise Match and Aggregation in Transformer for Textual Sequence Matching Shuohang Wang Yunshi Lan Yi Tay Jing Jiang Jingjing Liu ViT 81 7 0 20 Jan 2020
A Knowledge-Enhanced Pretraining Model for Commonsense Story Generation Jian Guan Fei Huang Zhihao Zhao Xiaoyan Zhu Minlie Huang LRM SyDa 104 251 0 15 Jan 2020