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Named Entity Recognition

1355 directly classified papers

Papers per year

Papers

Towards Resource-Rich Mizo and Khasi in NLP: Resource Development, Synthetic Data Generation and Model Building ACL 2025
ALLabel: Three-stage Active Learning for LLM-based Entity Recognition using Demonstration Retrieval EMNLP 2025
OpenNER 1.0: Standardized Open-Access Named Entity Recognition Datasets in 50+ Languages EMNLP 2025
Fine-tuning XLM-RoBERTa for Named Entity Recognition in Kurmanji Kurdish EMNLP 2025
BanNERD: A Benchmark Dataset and Context-Driven Approach for Bangla Named Entity Recognition NAACL 2025
Small Language Model Makes an Effective Long Text Extractor AAAI 2025
Prototypical Replay with Old-class Focusing Knowledge Distillation for Incremental Named Entity Recognition AAAI 2025
VerbaNexAI at SemEval-2025 Task 2: Enhancing Entity-Aware Translation with Wikidata-Enriched MarianMT SEMEVAL 2025
Can LLMs Learn from Their Mistakes? Self-Correcting Instruction Tuning for Named Entity Recognition IJCNLP 2025
Federated Incremental Named Entity Recognition COLING 2025
Re-Cent: A Relation-Centric Framework for Joint Zero-Shot Relation Triplet Extraction COLING 2025
GenWebNovel: A Genre-oriented Corpus of Entities in Chinese Web Novels 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
AdminSet and AdminBERT: a Dataset and a Pre-trained Language Model to Explore the Unstructured Maze of French Administrative Documents COLING 2025
Retrieval Augmented Instruction Tuning for Open NER with Large Language Models COLING 2025
Re-Examine Distantly Supervised NER: A New Benchmark and a Simple Approach COLING 2025
EvoPrompt: Evolving Prompts for Enhanced Zero-Shot Named Entity Recognition with Large Language Models COLING 2025
GR-NLP-TOOLKIT: An Open-Source NLP Toolkit for Modern Greek COLING 2025
VCRMNER: Visual Cue Refinement in Multimodal NER using CLIP Prompts COLING 2025
Zero at SemEval-2025 Task 2: Entity-Aware Machine Translation: Fine-Tuning NLLB for Improved Named Entity Translation ACL 2025
CUET_SR34 at CQs-Gen 2025: Critical Question Generation via Few-Shot LLMs – Integrating NER and Argument Schemes ACL 2025
Nested Named Entity Recognition as Single-Pass Sequence Labeling EMNLP 2025
MedPath: Multi-Domain Cross-Vocabulary Hierarchical Paths for Biomedical Entity Linking AACL 2025
Selecting and Merging: Towards Adaptable and Scalable Named Entity Recognition with Large Language Models ACL 2025
Multi-Task Pre-Finetuning of Lightweight Transformer Encoders for Text Classification and NER EMNLP 2025