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Named Entity Recognition

1355 directly classified papers

Papers per year

Papers

Dynamic Prefix as Instructor for Incremental Named Entity Recognition: A Unified Seq2Seq Generation Framework ACL 2025
CSECU-Learners at SemEval-2025 Task 9: Enhancing Transformer Model for Explainable Food Hazard Detection in Text ACL 2025
VerbaNexAI at SemEval-2025 Task 2: Enhancing Entity-Aware Translation with Wikidata-Enriched MarianMT ACL 2025
Random Splitting Negatively Impacts NER Evaluation: Quantifying and Eliminating the Overestimation of NER Performance ACL 2025
HausaNLP at SemEval-2025 Task 2: Entity-Aware Fine-tuning vs. Prompt Engineering in Entity-Aware Machine Translation ACL 2025
AHVE-CNER: Aligned Hanzi Visual Encoding Enhance Chinese Named Entity Recognition with Multi-Information COLING 2025
Proper Noun Diacritization for Arabic Wikipedia: A Benchmark Dataset ACL 2025
Towards Resource-Rich Mizo and Khasi in NLP: Resource Development, Synthetic Data Generation and Model Building ACL 2025
Zero at SemEval-2025 Task 2: Entity-Aware Machine Translation: Fine-Tuning NLLB for Improved Named Entity Translation ACL 2025
Federated Incremental Named Entity Recognition COLING 2025
Mitigating Out-of-Entity Errors in Named Entity Recognition: A Sentence-Level Strategy COLING 2025
Evaluating Design Decisions for Dual Encoder-based Entity Disambiguation ACL 2025
Bridging the Gap: Instruction-Tuned LLMs for Scientific Named Entity Recognition IJCNLP 2025
Does Synthetic Data Help Named Entity Recognition for Low-Resource Languages? AACL 2025
GLiNER2: Schema-Driven Multi-Task Learning for Structured Information Extraction EMNLP 2025
OpenNER 1.0: Standardized Open-Access Named Entity Recognition Datasets in 50+ Languages EMNLP 2025
Multi-Task Pre-Finetuning of Lightweight Transformer Encoders for Text Classification and NER EMNLP 2025
Data-Constrained Synthesis of Training Data for De-Identification ACL 2025
ALLabel: Three-stage Active Learning for LLM-based Entity Recognition using Demonstration Retrieval EMNLP 2025
BIOPSY - Biomarkers In Oncology: Pipeline for Structured Yielding EMNLP 2025
Improving Online Job Advertisement Analysis via Compositional Entity Extraction EMNLP 2025
MedPath: Multi-Domain Cross-Vocabulary Hierarchical Paths for Biomedical Entity Linking AACL 2025
Large Margin Representation Learning for Robust Cross-lingual Named Entity Recognition ACL 2025
Familiarity: Better Evaluation of Zero-Shot Named Entity Recognition by Quantifying Label Shifts in Synthetic Training Data NAACL 2025
Hate Explained: Evaluating NER-Enriched Text in Human and Machine Moderation of Hate Speech ACL 2025