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Text Representation

2,258 papers

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Papers

Disambiguated skip-gram model EMNLP 2018
Dissecting Contextual Word Embeddings: Architecture and Representation EMNLP 2018
Auto-Encoding Dictionary Definitions into Consistent Word Embeddings EMNLP 2018
Spot the Odd Man Out: Exploring the Associative Power of Lexical Resources EMNLP 2018
Pointwise HSIC: A Linear-Time Kernelized Co-occurrence Norm for Sparse Linguistic Expressions EMNLP 2018
Gromov-Wasserstein Alignment of Word Embedding Spaces EMNLP 2018
Mapping Text to Knowledge Graph Entities using Multi-Sense LSTMs EMNLP 2018
Unsupervised Cross-lingual Transfer of Word Embedding Spaces EMNLP 2018
Incremental Computation of Infix Probabilities for Probabilistic Finite Automata EMNLP 2018
Syntax Encoding with Application in Authorship Attribution EMNLP 2018
Word Embeddings for Code-Mixed Language Processing EMNLP 2018
Phrase-level Self-Attention Networks for Universal Sentence Encoding EMNLP 2018
Learning Latent Semantic Annotations for Grounding Natural Language to Structured Data EMNLP 2018
On Tree-Based Neural Sentence Modeling EMNLP 2018
Learning Gender-Neutral Word Embeddings EMNLP 2018
InferLite: Simple Universal Sentence Representations from Natural Language Inference Data EMNLP 2018
Juman++: A Morphological Analysis Toolkit for Scriptio Continua EMNLP 2018
Magnitude: A Fast, Efficient Universal Vector Embedding Utility Package EMNLP 2018
Learning and Evaluating Sparse Interpretable Sentence Embeddings EMNLP 2018
Firearms and Tigers are Dangerous, Kitchen Knives and Zebras are Not: Testing whether Word Embeddings Can Tell EMNLP 2018
Predicting and interpreting embeddings for out of vocabulary words in downstream tasks EMNLP 2018
Interpretable Word Embedding Contextualization EMNLP 2018
An Arabic Morphological Analyzer and Generator with Copious Features EMNLP 2018
Er ... well, it matters, right? On the role of data representations in spoken language dependency parsing EMNLP 2018
Integration complexity and the order of cosisters EMNLP 2018