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Text Representation

2,258 papers

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Papers

Collecting and Exploring Everyday Language for Predicting Psycholinguistic Properties of Words COLING 2016
Semantic Annotation Aggregation with Conditional Crowdsourcing Models and Word Embeddings COLING 2016
A Distribution-based Model to Learn Bilingual Word Embeddings COLING 2016
Direct vs. indirect evaluation of distributional thesauri COLING 2016
D-GloVe: A Feasible Least Squares Model for Estimating Word Embedding Densities COLING 2016
Implicit Discourse Relation Recognition with Context-aware Character-enhanced Embeddings COLING 2016
Sub-Word Similarity based Search for Embeddings: Inducing Rare-Word Embeddings for Word Similarity Tasks and Language Modelling COLING 2016
Improved Word Embeddings with Implicit Structure Information COLING 2016
Towards Sub-Word Level Compositions for Sentiment Analysis of Hindi-English Code Mixed Text COLING 2016
Bilingual Autoencoders with Global Descriptors for Modeling Parallel Sentences COLING 2016
Fast Inference for Interactive Models of Text COLING 2016
Efficient Data Selection for Bilingual Terminology Extraction from Comparable Corpora COLING 2016
Word Embeddings, Analogies, and Machine Learning: Beyond king - man + woman = queen COLING 2016
‘BonTen’ – Corpus Concordance System for ‘NINJAL Web Japanese Corpus’ COLING 2016
TextImager: a Distributed UIMA-based System for NLP COLING 2016
Compositional Distributional Models of Meaning COLING 2016
The Role of Wikipedia in Text Analysis and Retrieval COLING 2016
Visual Word2Vec (vis-w2v): Learning Visually Grounded Word Embeddings Using Abstract Scenes CVPR 2016
Linguistica 5: Unsupervised Learning of Linguistic Structure NAACL 2016
A Unified Framework for Jointly Learning Distributed Representations of Word and Attributes ACML 2015
Model Selection for Topic Models via Spectral Decomposition AISTATS 2015
A Linear Dynamical System Model for Text ICML 2015
From Word Embeddings To Document Distances ICML 2015
Capturing Semantically Meaningful Word Dependencies with an Admixture of Poisson MRFs NIPS 2014
An Autoencoder Approach to Learning Bilingual Word Representations NIPS 2014