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

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

Sakura at SemEval-2025 Task 2: Enhancing Named Entity Translation with Fine-Tuning and Preference Optimization ACL 2025

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

Advacheck at SemEval-2025 Task 3: Combining NER and RAG to Spot Hallucinations in LLM Answers ACL 2025

silp_nlp at SemEval-2025 Task 2: An Effect of Entity Awareness in Machine Translation Using LLM ACL 2025

PIIvot: A Lightweight NLP Anonymization Framework for Question-Anchored Tutoring Dialogues EMNLP 2025

SciNLP: A Domain-Specific Benchmark for Full-Text Scientific Entity and Relation Extraction in NLP EMNLP 2025

Leveraging Multilingual Models for Robust Grammatical Error Correction Across Low-Resource Languages COLING 2025

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

DynamicNER: A Dynamic, Multilingual, and Fine-Grained Dataset for LLM-based Named Entity Recognition EMNLP 2025

SNaRe: Domain-aware Data Generation for Low-Resource Event Detection EMNLP 2025

UAlberta at SemEval-2025 Task 2: Prompting and Ensembling for Entity-Aware Translation ACL 2025

LLMs are Better Than You Think: Label-Guided In-Context Learning for Named Entity Recognition EMNLP 2025

AmpleHate: Amplifying the Attention for Versatile Implicit Hate Detection EMNLP 2025

OpenNER 1.0: Standardized Open-Access Named Entity Recognition Datasets in 50+ Languages EMNLP 2025

Paramananda@NLU of Devanagari Script Languages 2025: Detection of Language, Hate Speech and Targets using FastText and BERT COLING 2025

Zero-Shot Belief: A Hard Problem for LLMs EMNLP 2025

LLM’s Weakness in NER Doesn’t Stop It from Enhancing a Stronger SLM NAACL 2025

Adversity-aware Few-shot Named Entity Recognition via Augmentation Learning AAAI 2025

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

HalluRAG-RUG at SemEval-2025 Task 3: Using Retrieval-Augmented Generation for Hallucination Detection in Model Outputs SEMEVAL 2025

UAlberta at SemEval-2025 Task 2: Prompting and Ensembling for Entity-Aware Translation SEMEVAL 2025

adithjrajeev at SemEval-2025 Task 10: Sequential Learning for Role Classification Using Entity-Centric News Summaries SEMEVAL 2025

Multi-Task Pre-Finetuning of Lightweight Transformer Encoders for Text Classification and NER EMNLP 2025

ClimateIE: A Dataset for Climate Science Information Extraction ACL 2025