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ImageNet: A large-scale hierarchical image database

2009 • 52,855 citations

Glove: Global Vectors for Word Representation

2014 • 32,041 citations

Attention is All you Need

2017 • 21,208 citations

Distributed Representations of Words and Phrases and their Compositionality

2013 • 14,586 citations

Deep Contextualized Word Representations

2018 • 10,823 citations

Extracting and composing robust features with denoising autoencoders

2008 • 6,787 citations

Recursive Deep Models for Semantic Compositionality Over a Sentiment Treebank

2013 • 6,103 citations

SQuAD: 100,000+ Questions for Machine Comprehension of Text

2016 • 5,897 citations

A unified architecture for natural language processing

2008 • 5,201 citations

Distributed Representations of Sentences and Documents

2014 • 4,505 citations

A large annotated corpus for learning natural language inference

2015 • 3,466 citations

A Broad-Coverage Challenge Corpus for Sentence Understanding through Inference

2018 • 3,288 citations

Universal Language Model Fine-tuning for Text Classification

2018 • 3,266 citations

Class-based n -gram models of natural language

1992 • 2,958 citations

How transferable are features in deep neural networks

2014 • 2,890 citations

Introduction to the CoNLL-2003 shared task

2003 • 2,672 citations

“Cloze Procedure”: A New Tool for Measuring Readability

1953 • 2,229 citations

Supervised Learning of Universal Sentence Representations from Natural Language Inference Data

2017 • 2,103 citations

Aligning Books and Movies: Towards Story-Like Visual Explanations by Watching Movies and Reading Books

2015 • 1,999 citations

Word Representations: A Simple and General Method for Semi-Supervised Learning

2010 • 1,980 citations

Domain adaptation with structural correspondence learning

2006 • 1,606 citations

A Framework for Learning Predictive Structures from Multiple Tasks and Unlabeled Data

2005 • 1,414 citations

SemEval-2017 Task 1: Semantic Textual Similarity Multilingual and Crosslingual Focused Evaluation

2017 • 1,385 citations

A Decomposable Attention Model for Natural Language Inference

2016 • 1,382 citations

Bidirectional Attention Flow for Machine Comprehension

2016 • 1,343 citations

TriviaQA: A Large Scale Distantly Supervised Challenge Dataset for Reading Comprehension

2017 • 1,313 citations

Automatically Constructing a Corpus of Sentential Paraphrases.

2005 • 1,125 citations

Contextual String Embeddings for Sequence Labeling

2018 • 1,068 citations

The Winograd schema challenge

2012 • 941 citations

Neural Network Acceptability Judgments

2019 • 892 citations

A Scalable Hierarchical Distributed Language Model

2008 • 874 citations

Skip-thought vectors

2015 • 817 citations

Bridging Nonlinearities and Stochastic Regularizers with Gaussian Error Linear Units

2016 • 740 citations

SWAG: A Large-Scale Adversarial Dataset for Grounded Commonsense Inference

2018 • 697 citations

The Seventh PASCAL Recognizing Textual Entailment Challenge.

2008 • 616 citations

Semi-supervised sequence tagging with bidirectional language models

2017 • 571 citations

One Billion Word Benchmark for Measuring Progress in Statistical Language Modeling

2013 • 548 citations

Learned in translation: contextualized word vectors

2017 • 538 citations

Semi-supervised Sequence Learning

2015 • 537 citations

context2vec: Learning Generic Context Embedding with Bidirectional LSTM

2016 • 529 citations

Learning Distributed Representations of Sentences from Unlabelled Data

2016 • 524 citations

Dissecting Contextual Word Embeddings: Architecture and Representation

2018 • 435 citations

Simple and Effective Multi-Paragraph Reading Comprehension

2018 • 421 citations

Semi-Supervised Sequence Modeling with Cross-View Training

2018 • 407 citations

Character-Level Language Modeling with Deeper Self-Attention

2019 • 288 citations

MaskGAN: Better Text Generation via Filling in the______

2018 • 271 citations

QANet: Combining Local Convolution with Global Self-Attention for Reading Comprehension

2018 • 233 citations

An efficient framework for learning sentence representations

2018 • 227 citations

Reinforced Mnemonic Reader for Machine Reading Comprehension

2018 • 196 citations

Multi-Granularity Hierarchical Attention Fusion Networks for Reading Comprehension and Question Answering

2018 • 176 citations

Discourse-Based Objectives for Fast Unsupervised Sentence Representation Learning

2017 • 122 citations

U-Net: Machine Reading Comprehension with Unanswerable Questions

2018 • 36 citations