conftrace_

word embedding

1764 papers

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WE

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text classification (6793) representation learning (6206) semantic similarity (910) sentiment analysis (2084) unsupervised learning (3264) neural network (6616) gender bia (435) named entity recognition (2813) language model (4599) natural language processing (2034)

Papers

CLUSE: Cross-Lingual Unsupervised Sense Embeddings EMNLP 2018
Why is unsupervised alignment of English embeddings from different algorithms so hard? EMNLP 2018
Card-660: Cambridge Rare Word Dataset - a Reliable Benchmark for Infrequent Word Representation Models EMNLP 2018
Streaming word similarity mining on the cheap EMNLP 2018
Auto-Encoding Dictionary Definitions into Consistent Word Embeddings EMNLP 2018
A Deterministic Algorithm for Bridging Anaphora Resolution EMNLP 2018
An Investigation of the Interactions Between Pre-Trained Word Embeddings, Character Models and POS Tags in Dependency Parsing EMNLP 2018
Reducing Gender Bias in Abusive Language Detection EMNLP 2018
How to represent a word and predict it, too: Improving tied architectures for language modelling EMNLP 2018
Word Relation Autoencoder for Unseen Hypernym Extraction Using Word Embeddings EMNLP 2018
Learning Gender-Neutral Word Embeddings EMNLP 2018
Magnitude: A Fast, Efficient Universal Vector Embedding Utility Package EMNLP 2018
On the Role of Text Preprocessing in Neural Network Architectures: An Evaluation Study on Text Categorization and Sentiment Analysis 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
Stance Detection in Fake News A Combined Feature Representation EMNLP 2018
Complementary Strategies for Low Resourced Morphological Modeling EMNLP 2018
Shot Or Not: Comparison of NLP Approaches for Vaccination Behaviour Detection EMNLP 2018
A Review of Standard Text Classification Practices for Multi-label Toxicity Identification of Online Content EMNLP 2018
Predictive Embeddings for Hate Speech Detection on Twitter EMNLP 2018
Deep learning for language understanding of mental health concepts derived from Cognitive Behavioural Therapy EMNLP 2018
Implicit Subjective and Sentimental Usages in Multi-sense Word Embeddings EMNLP 2018
Measuring Issue Ownership using Word Embeddings EMNLP 2018
UWB at IEST 2018: Emotion Prediction in Tweets with Bidirectional Long Short-Term Memory Neural Network EMNLP 2018
The RWTH Aachen University English-German and German-English Unsupervised Neural Machine Translation Systems for WMT 2018 EMNLP 2018