named entity recognition

2801 papers

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Also known as

NER NE NERC

Co-occurring keywords

text classification (6776) information extraction (1071) sequence labeling (824) relation extraction (915) transfer learning (5442) large language model (12755) domain adaptation (4578) cross-lingual transfer (1468) transformer model (1988) part-of-speech tagging (521)

Papers

Overview of #SMM4H 2024 – Task 2: Cross-Lingual Few-Shot Relation Extraction for Pharmacovigilance in French, German, and Japanese ACL 2024

Adapting Multilingual LLMs to Low-Resource Languages with Knowledge Graphs via Adapters ACL 2024

PPORTAL_ner: An Annotated Corpus of Portuguese Literary Entities COLING 2024

A Novel Corpus of Annotated Medical Imaging Reports and Information Extraction Results Using BERT-based Language Models COLING 2024

“Gotta catch ‘em all!”: Retrieving people in Ancient Greek texts combining transformer models and domain knowledge ACL 2024

Statements: Universal Information Extraction from Tables with Large Language Models for ESG KPIs ACL 2024

Detecting Gender Discrimination on Actor Level Using Linguistic Discourse Analysis ACL 2024

Bridging the Gap: Transfer Learning from English PLMs to Malaysian English ACL 2024

WojoodNER 2024: The Second Arabic Named Entity Recognition Shared Task ACL 2024

DRU at WojoodNER 2024: ICL LLM for Arabic NER ACL 2024

Team Yseop at #SMM4H 2024: Multilingual Pharmacovigilance Named Entity Recognition and Relation Extraction ACL 2024

A Zero-shot and Few-shot Study of Instruction-Finetuned Large Language Models Applied to Clinical and Biomedical Tasks COLING 2024

CARE: Co-Attention Network for Joint Entity and Relation Extraction COLING 2024

Improving the Robustness of Distantly-Supervised Named Entity Recognition via Uncertainty-Aware Teacher Learning and Student-Student Collaborative Learning ACL 2024

MiDRED: An Annotated Corpus for Microbiome Knowledge Base Construction ACL 2024

Towards a Clean Text Corpus for Ottoman Turkish ACL 2024

Creating Ontology-annotated Corpora from Wikipedia for Medical Named-entity Recognition ACL 2024

Basreh or Basra? Geoparsing Historical Locations in the Svoboda Diaries ACL 2024

Distantly-Supervised Joint Extraction with Noise-Robust Learning ACL 2024

NuNER: Entity Recognition Encoder Pre-training via LLM-Annotated Data EMNLP 2024

Cross-type French Multiword Expression Identification with Pre-trained Masked Language Models COLING 2024

When Generative Adversarial Networks Meet Sequence Labeling Challenges EMNLP 2024

Bio-RFX: Refining Biomedical Extraction via Advanced Relation Classification and Structural Constraints EMNLP 2024

Guidance-Based Prompt Data Augmentation in Specialized Domains for Named Entity Recognition ACL 2024

Flexible Weight Tuning and Weight Fusion Strategies for Continual Named Entity Recognition ACL 2024