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

ClimateIE: A Dataset for Climate Science Information Extraction ACL 2025

Uncertainty in Semantic Language Modeling with PIXELS EMNLP 2025

Towards Resource-Rich Mizo and Khasi in NLP: Resource Development, Synthetic Data Generation and Model Building ACL 2025

GuideNER: Annotation Guidelines Are Better than Examples for In-Context Named Entity Recognition AAAI 2025

Adverse Event Extraction from Discharge Summaries: A New Dataset, Annotation Scheme, and Initial Findings ACL 2025

Small Language Model Makes an Effective Long Text Extractor AAAI 2025

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

Bratly: A Python Extension for BRAT Functionalities EMNLP 2025

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

Multi-Grained Query-Guided Set Prediction Network for Grounded Multimodal Named Entity Recognition AAAI 2025

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

Enhancing NER Performance in Low-Resource Pakistani Languages using Cross-Lingual Data Augmentation NAACL 2025

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

LIP-NER: Literal Patterns Benefit LLM-Based NER ACL 2025

AMWAL: Named Entity Recognition for Arabic Financial News COLING 2025

Bridging the Gap: Instruction-Tuned LLMs for Scientific Named Entity Recognition IJCNLP 2025

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

A Framework for Flexible Extraction of Clinical Event Contextual Properties from Electronic Health Records ACL 2025

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

GPT-NER: Named Entity Recognition via Large Language Models NAACL 2025

Efficient Nearest Neighbor based Uncertainty Estimation for Natural Language Processing Tasks NAACL 2025

Towards Better Multi-task Learning: A Framework for Optimizing Dataset Combinations in Large Language Models NAACL 2025

Automatic Annotation Augmentation Boosts Translation between Molecules and Natural Language NAACL 2025

BanNERD: A Benchmark Dataset and Context-Driven Approach for Bangla Named Entity Recognition NAACL 2025

Family helps one another: Dravidian NLP suite for Natural Language Understanding AACL 2025