NLPExplorer

Evaluating distributed word representations for capturing semantics of biomedical concepts

Muneeb TH | Sunil Sahu | Ashish Anand |

Paper Details:

Month: July
Year: 2015
Location: Beijing, China
Venue: BioNLP | WS |
SIG: SIGBIOMED

Citations

URL

Learning local and global contexts using a convolutional recurrent network model for relation classification in biomedical text
Desh Raj | Sunil Sahu | Ashish Anand |

Recurrent neural network models for disease name recognition using domain invariant features
Sunil Sahu | Ashish Anand |

Modelling the Combination of Generic and Target Domain Embeddings in a Convolutional Neural Network for Sentence Classification
Nut Limsopatham | Nigel Collier |

How to Train good Word Embeddings for Biomedical NLP
Billy Chiu | Gamal Crichton | Anna Korhonen | Sampo Pyysalo |

Relation extraction from clinical texts using domain invariant convolutional neural network
Sunil Sahu | Ashish Anand | Krishnadev Oruganty | Mahanandeeshwar Gattu |

A Neural Autoencoder Approach for Document Ranking and Query Refinement in Pharmacogenomic Information Retrieval
Jonas Pfeiffer | Samuel Broscheit | Rainer Gemulla | Mathias Göschl |

Jointly Embedding Entities and Text with Distant Supervision
Denis Newman-Griffis | Albert M Lai | Eric Fosler-Lussier |

Field Of Study

Task

Chunking Named Entity Recognition Semantic Similarity Biomedical

Approach

Deep Learning

Language

English

Dataset

Social Media

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