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Representation Learning

20,822 papers

Papers per year

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2011
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Papers

A Sub-Character Architecture for Korean Language Processing EMNLP 2017
Segmentation-Free Word Embedding for Unsegmented Languages EMNLP 2017
RACE: Large-scale ReAding Comprehension Dataset From Examinations EMNLP 2017
World Knowledge for Reading Comprehension: Rare Entity Prediction with Hierarchical LSTMs Using External Descriptions EMNLP 2017
Deep Neural Solver for Math Word Problems EMNLP 2017
Learning to Paraphrase for Question Answering EMNLP 2017
Deriving continous grounded meaning representations from referentially structured multimodal contexts EMNLP 2017
Hierarchically-Attentive RNN for Album Summarization and Storytelling EMNLP 2017
Evaluating Hierarchies of Verb Argument Structure with Hierarchical Clustering EMNLP 2017
PACRR: A Position-Aware Neural IR Model for Relevance Matching EMNLP 2017
Speech segmentation with a neural encoder model of working memory EMNLP 2017
Speaking, Seeing, Understanding: Correlating semantic models with conceptual representation in the brain EMNLP 2017
Multi-modal Summarization for Asynchronous Collection of Text, Image, Audio and Video EMNLP 2017
Outta Control: Laws of Semantic Change and Inherent Biases in Word Representation Models EMNLP 2017
Learning Word Relatedness over Time EMNLP 2017
Inter-Weighted Alignment Network for Sentence Pair Modeling EMNLP 2017
Idiom-Aware Compositional Distributed Semantics EMNLP 2017
Predicting Word Association Strengths EMNLP 2017
Multi-task Attention-based Neural Networks for Implicit Discourse Relationship Representation and Identification EMNLP 2017
Chinese Zero Pronoun Resolution with Deep Memory Network EMNLP 2017
Revisiting Selectional Preferences for Coreference Resolution EMNLP 2017
Learning Translations via Matrix Completion EMNLP 2017
Using millions of emoji occurrences to learn any-domain representations for detecting sentiment, emotion and sarcasm EMNLP 2017
Dependency Grammar Induction with Neural Lexicalization and Big Training Data EMNLP 2017
TAG Parsing with Neural Networks and Vector Representations of Supertags EMNLP 2017