N-gram and Gazetteer List Based Named Entity Recognition for Urdu: A Scarce Resourced Language

2012-12-01 · WS 2012 12 · Faryal Jahangir, Waqas Anwar, Usama Ijaz Bajwa, Xuan Wang

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Tasks

Information Retrieval Machine Translationnamed-entity-recognitionNamed Entity RecognitionNamed Entity Recognition (NER)Question Answering

Soft Gazetteers for Low-Resource Named Entity Recognition

2020-05-04 · ACL 2020 6 · Shruti Rijhwani, Shuyan Zhou, Graham Neubig, Jaime Carbonell

Traditional named entity recognition models use gazetteers (lists of entities) as features to improve performance. Although modern neural network models do not require such hand-crafted features for strong performance, r…

Cross-Lingual Entity Linking Entity Linking Low Resource Named Entity Recognition named-entity-recognition+2

Self-Attention Gazetteer Embeddings for Named-Entity Recognition

2020-04-08 · Stanislav Peshterliev, Christophe Dupuy, Imre Kiss

Recent attempts to ingest external knowledge into neural models for named-entity recognition (NER) have exhibited mixed results. In this work, we present GazSelfAttn, a novel gazetteer embedding approach that uses self-a…

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

Rethinking the Value of Gazetteer in Chinese Named Entity Recognition

2022-07-06 · Qianglong Chen, Xiangji Zeng, Jiangang Zhu, Yin Zhang 외

Gazetteer is widely used in Chinese named entity recognition (NER) to enhance span boundary detection and type classification. However, to further understand the generalizability and effectiveness of gazetteers, the NLP …

Boundary Detection Chinese Named Entity Recognition named-entity-recognition Named Entity Recognition+2

USTC-NELSLIP at SemEval-2023 Task 2: Statistical Construction and Dual Adaptation of Gazetteer for Multilingual Complex NER

2023-05-04 · Jun-Yu Ma, Jia-Chen Gu, Jiajun Qi, Zhen-Hua Ling 외

This paper describes the system developed by the USTC-NELSLIP team for SemEval-2023 Task 2 Multilingual Complex Named Entity Recognition (MultiCoNER II). A method named Statistical Construction and Dual Adaptation of Gaz…

named-entity-recognition Named Entity Recognition Named Entity Recognition (NER)NER+3

Gazetteer-Enhanced Attentive Neural Networks for Named Entity Recognition

2019-11-01 · IJCNLP 2019 11 · Hongyu Lin, Yaojie Lu, Xianpei Han, Le Sun 외

Current region-based NER models only rely on fully-annotated training data to learn effective region encoder, which often face the training data bottleneck. To alleviate this problem, this paper proposes Gazetteer-Enhanc…