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Named Entity Recognition

1355 directly classified papers

Papers per year

Papers

PolyMinder: A Support System for Entity Annotation and Relation Extraction in Polymer Science Documents COLING 2025
DynamicNER: A Dynamic, Multilingual, and Fine-Grained Dataset for LLM-based Named Entity Recognition EMNLP 2025
MAKAR: a Multi-Agent framework based Knowledge-Augmented Reasoning for Grounded Multimodal Named Entity Recognition EMNLP 2025
ALLabel: Three-stage Active Learning for LLM-based Entity Recognition using Demonstration Retrieval EMNLP 2025
Sakura at SemEval-2025 Task 2: Enhancing Named Entity Translation with Fine-Tuning and Preference Optimization SEMEVAL 2025
HausaNLP at SemEval-2025 Task 2: Entity-Aware Fine-tuning vs. Prompt Engineering in Entity-Aware Machine Translation SEMEVAL 2025
OpenNER 1.0: Standardized Open-Access Named Entity Recognition Datasets in 50+ Languages EMNLP 2025
Proper Noun Diacritization for Arabic Wikipedia: A Benchmark Dataset ACL 2025
Re-Cent: A Relation-Centric Framework for Joint Zero-Shot Relation Triplet Extraction COLING 2025
VerbaNexAI at SemEval-2025 Task 2: Enhancing Entity-Aware Translation with Wikidata-Enriched MarianMT SEMEVAL 2025
Mitigating Out-of-Entity Errors in Named Entity Recognition: A Sentence-Level Strategy COLING 2025
Advacheck at SemEval-2025 Task 3: Combining NER and RAG to Spot Hallucinations in LLM Answers ACL 2025
HausaNLP at SemEval-2025 Task 2: Entity-Aware Fine-tuning vs. Prompt Engineering in Entity-Aware Machine Translation ACL 2025
GLiNER2: Schema-Driven Multi-Task Learning for Structured Information Extraction EMNLP 2025
LCTeam at SemEval-2025 Task 3: Multilingual Detection of Hallucinations and Overgeneration Mistakes Using XLM-RoBERTa ACL 2025
NameTag 3: A Tool and a Service for Multilingual/Multitagset NER ACL 2025
Data-Constrained Synthesis of Training Data for De-Identification ACL 2025
Enhancing NER by Harnessing Multiple Datasets with Conditional Variational Autoencoders ACL 2025
NarrativeNexus at SemEval-2025 Task 10: Entity Framing and Narrative Extraction using BART ACL 2025
Federated Incremental Named Entity Recognition COLING 2025
Dynamic Prefix as Instructor for Incremental Named Entity Recognition: A Unified Seq2Seq Generation Framework ACL 2025
Random Splitting Negatively Impacts NER Evaluation: Quantifying and Eliminating the Overestimation of NER Performance ACL 2025
The Role of Natural Language Processing Tasks in Automatic Literary Character Network Construction COLING 2025
GR-NLP-TOOLKIT: An Open-Source NLP Toolkit for Modern Greek COLING 2025
All Entities are Not Created Equal: Examining the Long Tail for Ultra-Fine Entity Typing EMNLP 2025