NLPExplorer

Boosting Named Entity Recognition with Neural Character Embeddings

Cícero dos Santos | Victor Guimarães |

Paper Details:

Month: July
Year: 2015
Location: Beijing, China
Venue: NEWS | WS |

Citations

URL

Towards Sub-Word Level Compositions for Sentiment Analysis of Hindi-English Code Mixed Text
Aditya Joshi | Ameya Prabhu | Manish Shrivastava | Vasudeva Varma |

Design Challenges and Misconceptions in Neural Sequence Labeling
Jie Yang | Shuailong Liang | Yue Zhang |

Charagram: Embedding Words and Sentences via Character n-grams
John Wieting | Mohit Bansal | Kevin Gimpel | Karen Livescu |

Multi-level Representations for Fine-Grained Typing of Knowledge Base Entities
Yadollah Yaghoobzadeh | Hinrich Schütze |

Portuguese Named Entity Recognition using Conditional Random Fields and Local Grammars
Juliana Pirovani | Elias Oliveira |

Multilingual Language Processing From Bytes
Dan Gillick | Cliff Brunk | Oriol Vinyals | Amarnag Subramanya |

Character-Based Neural Networks for Sentence Pair Modeling
Wuwei Lan | Wei Xu |

End-to-end Sequence Labeling via Bi-directional LSTM-CNNs-CRF
Xuezhe Ma | Eduard Hovy |

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

Character-based Neural Machine Translation
Marta R. Costa-jussà | José A. R. Fonollosa |

A Local Detection Approach for Named Entity Recognition and Mention Detection
Mingbin Xu | Hui Jiang | Sedtawut Watcharawittayakul |

Character Composition Model with Convolutional Neural Networks for Dependency Parsing on Morphologically Rich Languages
Xiang Yu | Ngoc Thang Vu |

Chinese NER Using Lattice LSTM
Yue Zhang | Jie Yang |

Named Entity Recognition with Bidirectional LSTM-CNNs
Jason P.C. Chiu | Eric Nichols |

PotTS at SemEval-2016 Task 4: Sentiment Analysis of Twitter Using Character-level Convolutional Neural Networks.
Uladzimir Sidarenka |

Spanish NER with Word Representations and Conditional Random Fields
Jenny Linet Copara Zea | Jose Eduardo Ochoa Luna | Camilo Thorne | Goran Glavaš |

DeepNNNER: Applying BLSTM-CNNs and Extended Lexicons to Named Entity Recognition in Tweets
Fabrice Dugas | Eric Nichols |

Named Entity Recognition in Swedish Health Records with Character-Based Deep Bidirectional LSTMs
Simon Almgren | Sean Pavlov | Olof Mogren |

Opinion Mining in a Code-Mixed Environment: A Case Study with Government Portals
Deepak Gupta | Ankit Lamba | Asif Ekbal | Pushpak Bhattacharyya |

A General-Purpose Tagger with Convolutional Neural Networks
Xiang Yu | Agnieszka Falenska | Ngoc Thang Vu |

Improving Opinion-Target Extraction with Character-Level Word Embeddings
Soufian Jebbara | Philipp Cimiano |

GHHT at CALCS 2018: Named Entity Recognition for Dialectal Arabic Using Neural Networks
Mohammed Attia | Younes Samih | Wolfgang Maier |

Named Entity Recognition on Code-Switched Data Using Conditional Random Fields
Utpal Kumar Sikdar | Biswanath Barik | Björn Gambäck |

Field Of Study

Linguistic Trends

Embeddings

Task

Tagging Named Entity Recognition Information Extraction Biomedical

Approach

Deep Learning Unsupervised Learning

Language

Chinese English Spanish

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