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Text Representation

2246 directly classified papers

Papers per year

Papers

The NLTK FrameNet API: Designing for Discoverability with a Rich Linguistic Resource EMNLP 2017
A Word Embeddings Informed Focused Topic Model ACML 2017
D-GloVe: A Feasible Least Squares Model for Estimating Word Embedding Densities COLING 2016
Sub-Word Similarity based Search for Embeddings: Inducing Rare-Word Embeddings for Word Similarity Tasks and Language Modelling COLING 2016
Towards Sub-Word Level Compositions for Sentiment Analysis of Hindi-English Code Mixed Text COLING 2016
TextImager: a Distributed UIMA-based System for NLP COLING 2016
Improving Distributed Word Representation and Topic Model by Word-Topic Mixture Model ACML 2016
Compositional Distributional Models of Meaning COLING 2016
CharNER: Character-Level Named Entity Recognition COLING 2016
Fast Inference for Interactive Models of Text COLING 2016
Breaking Sticks and Ambiguities with Adaptive Skip-gram AISTATS 2016
Word Embeddings, Analogies, and Machine Learning: Beyond king - man + woman = queen COLING 2016
The Role of Wikipedia in Text Analysis and Retrieval COLING 2016
Improved Word Embeddings with Implicit Structure Information COLING 2016
Linguistica 5: Unsupervised Learning of Linguistic Structure NAACL 2016
Man is to Computer Programmer as Woman is to Homemaker? Debiasing Word Embeddings NIPS 2016
Bilingual Autoencoders with Global Descriptors for Modeling Parallel Sentences COLING 2016
Implicit Discourse Relation Recognition with Context-aware Character-enhanced Embeddings COLING 2016
A Distribution-based Model to Learn Bilingual Word Embeddings COLING 2016
Semantic Annotation Aggregation with Conditional Crowdsourcing Models and Word Embeddings COLING 2016
Collecting and Exploring Everyday Language for Predicting Psycholinguistic Properties of Words COLING 2016
Integrating Topic Modeling with Word Embeddings by Mixtures of vMFs COLING 2016
Visual Word2Vec (vis-w2v): Learning Visually Grounded Word Embeddings Using Abstract Scenes CVPR 2016
‘BonTen’ – Corpus Concordance System for ‘NINJAL Web Japanese Corpus’ COLING 2016
Efficient Data Selection for Bilingual Terminology Extraction from Comparable Corpora COLING 2016