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Named Entity Recognition

2,041 papers

Papers per year

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Papers

Advacheck at SemEval-2025 Task 3: Combining NER and RAG to Spot Hallucinations in LLM Answers ACL 2025
VerbaNexAI at SemEval-2025 Task 2: Enhancing Entity-Aware Translation with Wikidata-Enriched MarianMT ACL 2025
CSECU-Learners at SemEval-2025 Task 9: Enhancing Transformer Model for Explainable Food Hazard Detection in Text ACL 2025
LCTeam at SemEval-2025 Task 3: Multilingual Detection of Hallucinations and Overgeneration Mistakes Using XLM-RoBERTa ACL 2025
NarrativeNexus at SemEval-2025 Task 10: Entity Framing and Narrative Extraction using BART ACL 2025
Howard University-AI4PC at SemEval-2025 Task 2: Improving Machine Translation With Context-Aware Entity-Only Pre-translations with GPT4o ACL 2025
COGUMELO at SemEval-2025 Task 3: A Synthetic Approach to Detecting Hallucinations in Language Models based on Named Entity Recognition ACL 2025
silp_nlp at SemEval-2025 Task 2: An Effect of Entity Awareness in Machine Translation Using LLM ACL 2025
SemEval-2025 Task 9: The Food Hazard Detection Challenge ACL 2025
SemEval-2025 Task 2: Entity-Aware Machine Translation ACL 2025
Improving Named Entity Recognition for Low-Resource Languages Using Large Language Models: A Ukrainian Case Study ACL 2025
Proper Noun Diacritization for Arabic Wikipedia: A Benchmark Dataset ACL 2025
Hate Explained: Evaluating NER-Enriched Text in Human and Machine Moderation of Hate Speech ACL 2025
Federated Incremental Named Entity Recognition COLING 2025
AdminSet and AdminBERT: a Dataset and a Pre-trained Language Model to Explore the Unstructured Maze of French Administrative Documents COLING 2025
SubRegWeigh: Effective and Efficient Annotation Weighing with Subword Regularization COLING 2025
Retrieval Augmented Instruction Tuning for Open NER with Large Language Models COLING 2025
AHVE-CNER: Aligned Hanzi Visual Encoding Enhance Chinese Named Entity Recognition with Multi-Information COLING 2025
GenWebNovel: A Genre-oriented Corpus of Entities in Chinese Web Novels COLING 2025
EvoPrompt: Evolving Prompts for Enhanced Zero-Shot Named Entity Recognition with Large Language Models COLING 2025
Re-Cent: A Relation-Centric Framework for Joint Zero-Shot Relation Triplet Extraction COLING 2025
Mitigating Out-of-Entity Errors in Named Entity Recognition: A Sentence-Level Strategy COLING 2025
The Role of Natural Language Processing Tasks in Automatic Literary Character Network Construction COLING 2025
A Benchmark and Robustness Study of In-Context-Learning with Large Language Models in Music Entity Detection COLING 2025
BANER: Boundary-Aware LLMs for Few-Shot Named Entity Recognition COLING 2025