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Text Representation

2246 directly classified papers

Papers per year

Papers

Implicit Subjective and Sentimental Usages in Multi-sense Word Embeddings EMNLP 2018
Unsupervised Cross-Modal Alignment of Speech and Text Embedding Spaces NIPS 2018
On the Dimensionality of Word Embedding NIPS 2018
FRAGE: Frequency-Agnostic Word Representation NIPS 2018
Predicting and interpreting embeddings for out of vocabulary words in downstream tasks EMNLP 2018
Emotion Representation Mapping for Automatic Lexicon Construction (Mostly) Performs on Human Level COLING 2018
STACC, OOV Density and N-gram Saturation: Vicomtech’s Participation in the WMT 2018 Shared Task on Parallel Corpus Filtering EMNLP 2018
Word Embeddings for Code-Mixed Language Processing EMNLP 2018
Incremental Computation of Infix Probabilities for Probabilistic Finite Automata EMNLP 2018
Mapping Text to Knowledge Graph Entities using Multi-Sense LSTMs EMNLP 2018
Topic Intrusion for Automatic Topic Model Evaluation EMNLP 2018
Neural Latent Relational Analysis to Capture Lexical Semantic Relations in a Vector Space EMNLP 2018
CLUSE: Cross-Lingual Unsupervised Sense Embeddings EMNLP 2018
Comparison of Representations of Named Entities for Document Classification ACL 2018
Generalizing Word Embeddings using Bag of Subwords EMNLP 2018
Interpretable Word Embedding Contextualization EMNLP 2018
Word-like character n-gram embedding EMNLP 2018
Preferred Answer Selection in Stack Overflow: Better Text Representations ... and Metadata, Metadata, Metadata EMNLP 2018
Robust Word Vectors: Context-Informed Embeddings for Noisy Texts EMNLP 2018
An Unsupervised System for Parallel Corpus Filtering EMNLP 2018
Effective Parallel Corpus Mining using Bilingual Sentence Embeddings EMNLP 2018
Measuring Issue Ownership using Word Embeddings EMNLP 2018
Er ... well, it matters, right? On the role of data representations in spoken language dependency parsing EMNLP 2018
Firearms and Tigers are Dangerous, Kitchen Knives and Zebras are Not: Testing whether Word Embeddings Can Tell EMNLP 2018
InferLite: Simple Universal Sentence Representations from Natural Language Inference Data EMNLP 2018