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

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

Combining Deep Learning Models and Lexical Linked Data: Some Insights from the Development of a Multilingual News Named Entity Recognition and Linking Dataset COLING 2024

HBUT at #SMM4H 2024 Task2: Cross-lingual Few-shot Medical Entity Extraction using a Large Language Model ACL 2024

Know-Adapter: Towards Knowledge-Aware Parameter-Efficient Transfer Learning for Few-shot Named Entity Recognition COLING 2024

Exploring Nested Named Entity Recognition with Large Language Models: Methods, Challenges, and Insights EMNLP 2024

Malaysian English News Decoded: A Linguistic Resource for Named Entity and Relation Extraction COLING 2024

Learning to Extract Structured Entities Using Language Models EMNLP 2024

MultiLeg: Dataset for Text Sanitisation in Less-resourced Languages COLING 2024

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

PPORTAL_ner: An Annotated Corpus of Portuguese Literary Entities COLING 2024

Cross-domain NER with Generated Task-Oriented Knowledge: An Empirical Study from Information Density Perspective EMNLP 2024

VulLibGen: Generating Names of Vulnerability-Affected Packages via a Large Language Model ACL 2024

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

Towards a Clean Text Corpus for Ottoman Turkish 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

VerifiNER: Verification-augmented NER via Knowledge-grounded Reasoning with Large Language Models ACL 2024

On Fake News Detection with LLM Enhanced Semantics Mining EMNLP 2024

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

RIGA at SMM4H-2024 Task 1: Enhancing ADE discovery with GPT-4 ACL 2024

PolyuCBS at SMM4H 2024: LLM-based Medical Disorder and Adverse Drug Event Detection with Low-rank Adaptation ACL 2024

Thinking about how to extract: Energizing LLMs’ emergence capabilities for document-level event argument extraction ACL 2024

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

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

Knowledge-Driven Cross-Document Relation Extraction ACL 2024