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nlp:named_entity_recognition

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nlp:named_entity_recognition [2021/06/11 18:18] – [General NER Papers] jmflanignlp:named_entity_recognition [2024/07/12 18:53] (current) – [Metrics] jmflanig
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 ===== General NER Papers ===== ===== General NER Papers =====
 +  * [[https://arxiv.org/pdf/1603.01360.pdf|Lample et al 2016 - Neural Architectures for Named Entity Recognition]]
   * [[https://www.aclweb.org/anthology/2020.emnlp-main.523.pdf|Yamada et al 2020 - LUKE: Deep Contextualized Entity Representations with Entity-aware Self-attention]] Sota on CoNLL-2003   * [[https://www.aclweb.org/anthology/2020.emnlp-main.523.pdf|Yamada et al 2020 - LUKE: Deep Contextualized Entity Representations with Entity-aware Self-attention]] Sota on CoNLL-2003
   * [[https://www.aclweb.org/anthology/2020.conll-1.16.pdf|Reiss et al 2020 - Identifying Incorrect Labels in the CoNLL-2003 Corpus]] [[https://github.com/CODAIT/Identifying-Incorrect-Labels-In-CoNLL-2003|Corrected Dataset]]   * [[https://www.aclweb.org/anthology/2020.conll-1.16.pdf|Reiss et al 2020 - Identifying Incorrect Labels in the CoNLL-2003 Corpus]] [[https://github.com/CODAIT/Identifying-Incorrect-Labels-In-CoNLL-2003|Corrected Dataset]]
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   * [[https://www.aclweb.org/anthology/D18-1126.pdf|Mueller & Durrett 2018 - Effective Use of Context in Noisy Entity Linking]]   * [[https://www.aclweb.org/anthology/D18-1126.pdf|Mueller & Durrett 2018 - Effective Use of Context in Noisy Entity Linking]]
   * [[https://arxiv.org/pdf/2005.14408.pdf|Muralidharan et al 2020 - Noise Robust Named Entity Understanding for Voice Assistants]]   * [[https://arxiv.org/pdf/2005.14408.pdf|Muralidharan et al 2020 - Noise Robust Named Entity Understanding for Voice Assistants]]
 +
 +===== Metrics =====
 +  * [[https://aclanthology.org/W03-0419.pdf|Sang et al 2003 - Introduction to the CoNLL-2003 Shared Task: Language-Independent Named Entity Recognition]] Gives the metric used in CoNLL-2003
 +  * [[https://aclanthology.org/2023.acl-long.458.pdf|Andrade et al 2023 - Comparative evaluation of boundary-relaxed annotation for Entity Linking performance]] Gives an overview of prior work on boundary-relaxed matching metrics
  
 ===== Software ===== ===== Software =====
nlp/named_entity_recognition.1623435489.txt.gz · Last modified: 2023/06/15 07:36 (external edit)
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