A Broad-Coverage Challenge Corpus for Sentence Understanding through Inference

Adam: A Method for Stochastic Optimization

2014 • 82,703 citations

Long Short-Term Memory

1997 • 79,221 citations

ImageNet Classification with Deep Convolutional Neural Networks

2012 • 67,909 citations

Adam: A Method for Stochastic Optimization

2014 • 51,711 citations

Dropout: a simple way to prevent neural networks from overfitting

2014 • 33,410 citations

Glove: Global Vectors for Word Representation

2014 • 32,041 citations

Visualizing and Understanding Convolutional Networks

2014 • 14,349 citations

A large annotated corpus for learning natural language inference

2015 • 3,466 citations

DeCAF: A Deep Convolutional Activation Feature for Generic Visual Recognition

2014 • 3,287 citations

Accurate unlexicalized parsing

2003 • 3,110 citations

Semantics in Generative Grammar

1999 • 2,714 citations

From image descriptions to visual denotations: New similarity metrics for semantic inference over event descriptions

2014 • 2,119 citations

Supervised Learning of Universal Sentence Representations from Natural Language Inference Data

2017 • 2,103 citations

DeCAF: A Deep Convolutional Activation Feature for Generic Visual Recognition

2013 • 1,920 citations

Analysis of Representations for Domain Adaptation

2007 • 1,830 citations

Semantics in generative grammar

1998 • 1,828 citations

The PASCAL Recognising Textual Entailment Challenge

2006 • 1,667 citations

Domain adaptation with structural correspondence learning

2006 • 1,606 citations

A Decomposable Attention Model for Natural Language Inference

2016 • 1,382 citations

Enhanced LSTM for Natural Language Inference

2017 • 975 citations

Domain Adaptation for Statistical Classifiers

2006 • 847 citations

Semantics and Philosophy

1974 • 712 citations

A SICK cure for the evaluation of compositional distributional semantic models

2014 • 664 citations

Learning Natural Language Inference with LSTM

2016 • 413 citations

SemEval-2014 Task 1: Evaluation of Compositional Distributional Semantic Models on Full Sentences through Semantic Relatedness and Textual Entailment

2014 • 389 citations

Natural Language Inference by Tree-Based Convolution and Heuristic Matching

2016 • 377 citations

How Transferable are Neural Networks in NLP Applications?

2016 • 266 citations

A Fast Unified Model for Parsing and Sentence Understanding

2016 • 245 citations

Finding Contradictions in Text

2008 • 240 citations

Recognising textual entailment with logical inference

2005 • 236 citations

An extended model of natural logic

2009 • 196 citations

Multi-task Domain Adaptation for Sequence Tagging

2017 • 117 citations

Using the Framework

1996 • 110 citations

Entailment, intensionality and text understanding

2003 • 101 citations

The RepEval 2017 Shared Task: Multi-Genre Natural Language Inference with Sentence Representations

2017 • 87 citations

The Mysterious Affair at Styles

2015 • 80 citations

Neural Semantic Encoders

2017 • 67 citations

The American National Corpus: A standardized resource for American English

2000 • 43 citations

The semantics–pragmatics interface

2016 • 42 citations

An American national corpus: a proposal

1998 • 32 citations

The Sky Is Falling

1974 • 1 citations