Finding Names in Trove: Named Entity Recognition for Australian Historical Newspapers

2015-12-01 · ALTA 2015 12 · Sunghwan Mac Kim, Steve Cassidy

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Tasks

Clusteringnamed-entity-recognitionNamed Entity RecognitionNamed Entity Recognition (NER)Optical Character Recognition (OCR)

The Importance of Automatic Syntactic Features in Vietnamese Named Entity Recognition

2017-05-29 · PACLIC 2017 11 · Thai-Hoang Pham, Phuong Le-Hong

This paper presents a state-of-the-art system for Vietnamese Named Entity Recognition (NER). By incorporating automatic syntactic features with word embeddings as input for bidirectional Long Short-Term Memory (Bi-LSTM),…

named-entity-recognition Named Entity Recognition Named Entity Recognition (NER)NER+1

Attentive Neural Network for Named Entity Recognition in Vietnamese

2018-10-31 · Kim Anh Nguyen, Ngan Dong, Cam-Tu Nguyen

We propose an attentive neural network for the task of named entity recognition in Vietnamese. The proposed attentive neural model makes use of character-based language models and word embeddings to encode words as vecto…

Decoder named-entity-recognition Named Entity Recognition Named Entity Recognition In Vietnamese+2

Man is to Person as Woman is to Location: Measuring Gender Bias in Named Entity Recognition

2019-10-24 · Ninareh Mehrabi, Thamme Gowda, Fred Morstatter, Nanyun Peng 외

We study the bias in several state-of-the-art named entity recognition (NER) models---specifically, a difference in the ability to recognize male and female names as PERSON entity types. We evaluate NER models on a datas…

named-entity-recognition Named Entity Recognition Named Entity Recognition (NER)NER

Named Entity Recognition on Code-Switched Data Using Conditional Random Fields

2018-07-01 · WS 2018 7 · Utpal Kumar Sikdar, Biswanath Barik, Bj{\"o}rn Gamb{\"a}ck

Named Entity Recognition is an important information extraction task that identifies proper names in unstructured texts and classifies them into some pre-defined categories. Identification of named entities in code-mixed…

Language Identification named-entity-recognition Named Entity Recognition Named Entity Recognition (NER)

Vietnamese Named Entity Recognition using Token Regular Expressions and Bidirectional Inference

2016-10-18 · Phuong Le-Hong

This paper describes an efficient approach to improve the accuracy of a named entity recognition system for Vietnamese. The approach combines regular expressions over tokens and a bidirectional inference method in a sequ…

named-entity-recognition Named Entity Recognition Named Entity Recognition (NER)