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Arabic Named Entity Recognition Process using Transducer Cascade and Arabic Wikipedia

2015-09-01 · RANLP 2015 9 · Fatma Ben Mesmia, Kais Haddar, Denis Maurel, Nathalie Friburger

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Tasks

named-entity-recognitionNamed Entity RecognitionNamed Entity Recognition (NER)

mucAI at WojoodNER 2024: Arabic Named Entity Recognition with Nearest Neighbor Search

2024-08-07 · Ahmed Abdou, Tasneem Mohsen

Named Entity Recognition (NER) is a task in Natural Language Processing (NLP) that aims to identify and classify entities in text into predefined categories. However, when applied to Arabic data, NER encounters unique ch…

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

Using LSTM and GRU With a New Dataset for Named Entity Recognition in the Arabic Language

2023-04-06 · Alaa Shaker, Alaa Aldarf, Igor Bessmertny

Named entity recognition (NER) is a natural language processing task (NLP), which aims to identify named entities and classify them like person, location, organization, etc. In the Arabic language, we can find a consider…

named-entity-recognition Named Entity Recognition Named Entity Recognition (NER)NER+2

Design Challenges in Named Entity Transliteration

2018-08-07 · COLING 2018 8 · Yuval Merhav, Stephen Ash

We analyze some of the fundamental design challenges that impact the development of a multilingual state-of-the-art named entity transliteration system, including curating bilingual named entity datasets and evaluation o…

Decoder Transliteration

Code-Switched Named Entity Recognition with Embedding Attention

2018-07-01 · WS 2018 7 · Changhan Wang, Kyunghyun Cho, Douwe Kiela

We describe our work for the CALCS 2018 shared task on named entity recognition on code-switched data. Our system ranked first place for MS Arabic-Egyptian named entity recognition and third place for English-Spanish.

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

ANEC: An Amharic Named Entity Corpus and Transformer Based Recognizer

2022-07-02 · Ebrahim Chekol Jibril, A. Cüneyd Tantğ

Named Entity Recognition is an information extraction task that serves as a preprocessing step for other natural language processing tasks, such as machine translation, information retrieval, and question answering. Name…

imbalanced classification Information Retrieval Machine Translation named-entity-recognition+4