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

When Less Is More: Logits-Constrained Framework with RoBERTa for Ancient Chinese NER NAACL 2025

EvoPrompt: Evolving Prompts for Enhanced Zero-Shot Named Entity Recognition with Large Language Models COLING 2025

From In-Distribution to Out-of-Distribution: Joint Loss for Improving Generalization in Software Mention and Relation Extraction ACL 2025

BuDDIE: A Business Document Dataset for Multi-task Information Extraction COLING 2025

Bridging the Gap: Efficient Cross-Lingual NER in Low-Resource Financial Domain COLING 2025

Training LayoutLM from Scratch for Efficient Named-Entity Recognition in the Insurance Domain COLING 2025

AMWAL: Named Entity Recognition for Arabic Financial News COLING 2025

FinMind-Y-Me at the Regulations Challenge Task: Financial Mind Your Meaning based on THaLLE COLING 2025

JaCorpTrack: Corporate History Event Extraction for Tracking Organizational Changes EMNLP 2025

CLASSER: Cross-lingual Annotation Projection enhancement through Script Similarity for Fine-grained Named Entity Recognition IJCNLP 2025

Multi-Domain Ancient Chinese Named Entity Recognition Based on Attention-Enhanced Pre-trained Language Model NAACL 2025

LLMs are not Zero-Shot Reasoners for Biomedical Information Extraction NAACL 2025

ABDUL: A New Approach to Build Language Models for Dialects Using Formal Language Corpora Only NAACL 2025

Prompting the Past: Exploring Zero-Shot Learning for Named Entity Recognition in Historical Texts Using Prompt-Answering LLMs NAACL 2025

Cognate and Contact-Induced Transfer Learning for Hamshentsnag: A Low-Resource and Endangered Language NAACL 2025

Indonesian Speech Content De-Identification in Low Resource Transcripts COLING 2025

A Comparative Analysis of Word Segmentation, Part-of-Speech Tagging, and Named Entity Recognition for Historical Chinese Sources, 1900-1950 NAACL 2025

A City of Millions: Mapping Literary Social Networks At Scale NAACL 2025

An evaluation of Named Entity Recognition tools for detecting person names in philosophical text NAACL 2025

BabyLMs for isiXhosa: Data-Efficient Language Modelling in a Low-Resource Context COLING 2025

Punctuation Restoration Improves Structure Understanding without Supervision NAACL 2025

Enhancing Antimicrobial Drug Resistance Classification by Integrating Sequence-Based and Text-Based Representations ACL 2025

MedPath: Multi-Domain Cross-Vocabulary Hierarchical Paths for Biomedical Entity Linking IJCNLP 2025

BhashaSetu: Cross-Lingual Knowledge Transfer from High-Resource to Extreme Low-Resource Languages IJCNLP 2025

ClimateIE: A Dataset for Climate Science Information Extraction ACL 2025