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Representation Learning

20,822 papers

Papers per year

2
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101
309
2011
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Papers

AnlamVer: Semantic Model Evaluation Dataset for Turkish - Word Similarity and Relatedness COLING 2018
A Korean Knowledge Extraction System for Enriching a KBox COLING 2018
Document Representation Learning for Patient History Visualization COLING 2018
Utilizing Graph Measure to Deduce Omitted Entities in Paragraphs COLING 2018
Fine-grained Structure-based News Genre Categorization COLING 2018
Learning Diachronic Analogies to Analyze Concept Change COLING 2018
Analysis of Rhythmic Phrasing: Feature Engineering vs. Representation Learning for Classifying Readout Poetry COLING 2018
Supervised Rhyme Detection with Siamese Recurrent Networks COLING 2018
Exploring word embeddings and phonological similarity for the unsupervised correction of language learner errors COLING 2018
Addressing the Winograd Schema Challenge as a Sequence Ranking Task COLING 2018
Word-word Relations in Dementia and Typical Aging COLING 2018
Linguistic Resources for Phrasal Verb Identification COLING 2018
A Neural Morphological Analyzer for Arapaho Verbs Learned from a Finite State Transducer COLING 2018
Automatically Linking Lexical Resources with Word Sense Embedding Models COLING 2018
Knowledge Representation with Conceptual Spaces COLING 2018
Encoder-Decoder Methods for Text Normalization COLING 2018
Sub-label dependencies for Neural Morphological Tagging – The Joint Submission of University of Colorado and University of Helsinki for VarDial 2018 COLING 2018
Transfer Learning for British Sign Language Modelling COLING 2018
Algorithmic Regularization in Over-parameterized Matrix Sensing and Neural Networks with Quadratic Activations COLT 2018
Fitting a Putative Manifold to Noisy Data COLT 2018
Non-Convex Matrix Completion Against a Semi-Random Adversary COLT 2018
Fundamental Limits of Weak Recovery with Applications to Phase Retrieval COLT 2018
An Analysis of the t-SNE Algorithm for Data Visualization COLT 2018
A Trio Neural Model for Dynamic Entity Relatedness Ranking CONLL 2018
From Strings to Other Things: Linking the Neighborhood and Transposition Effects in Word Reading CONLL 2018