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

Discourse-Driven Code-Switching: Analyzing the Role of Content and Communicative Function in Spanish-English Bilingual Speech EMNLP 2025

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

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

Fine-tuning XLM-RoBERTa for Named Entity Recognition in Kurmanji Kurdish EMNLP 2025

BVSLP: Machine Translation Using Linguistic Embellishments for IndicMT Shared Task 2025 EMNLP 2025

Small Language Model Makes an Effective Long Text Extractor AAAI 2025

Entity Only vs. Inline Approaches: Evaluating LLMs for Adverse Drug Event Detection in Clinical Text (Student Abstract) AAAI 2025

FiRC-NLP at SemEval-2025 Task 3: Exploring Prompting Approaches for Detecting Hallucinations in LLMs ACL 2025

Natural Language Processing for Human Resources: A Survey NAACL 2025

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

Multi-BERT: Leveraging Adapters for Low-Resource Multi-Domain Adaptation NAACL 2025

SPY: Enhancing Privacy with Synthetic PII Detection Dataset NAACL 2025

Familiarity: Better Evaluation of Zero-Shot Named Entity Recognition by Quantifying Label Shifts in Synthetic Training Data NAACL 2025

Beyond English: The Impact of Prompt Translation Strategies across Languages and Tasks in Multilingual LLMs NAACL 2025

SURE: Mutually Visible Objects and Self-generated Candidate Labels For Relation Extraction COLING 2025

AdminSet and AdminBERT: a Dataset and a Pre-trained Language Model to Explore the Unstructured Maze of French Administrative Documents COLING 2025

RoBGuard: Enhancing LLMs to Assess Risk of Bias in Clinical Trial Documents COLING 2025

A Compressive Memory-based Retrieval Approach for Event Argument Extraction COLING 2025

FII the Best at SemEval 2025 Task 2: Steering State-of-the-art Machine Translation Models with Strategically Engineered Pipelines for Enhanced Entity Translation SEMEVAL 2025

COGUMELO at SemEval-2025 Task 3: A Synthetic Approach to Detecting Hallucinations in Language Models based on Named Entity Recognition ACL 2025

Speaker Identification and Dataset Construction Using LLMs: A Case Study on Japanese Narratives NAACL 2025

Gender Swapping as a Data Augmentation Technique: Developing Gender-Balanced Datasets for Ukrainian Language Processing ACL 2025

Large Margin Representation Learning for Robust Cross-lingual Named Entity Recognition ACL 2025

Learning from Litigation: Graphs for Retrieval and Reasoning in eDiscovery ACL 2025

ClimateIE: A Dataset for Climate Science Information Extraction ACL 2025