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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
A Case Study of Cross-Lingual Zero-Shot Generalization for Classical Languages in LLMs ACL 2025
HausaNLP at SemEval-2025 Task 2: Entity-Aware Fine-tuning vs. Prompt Engineering in Entity-Aware Machine Translation ACL 2025
Zero at SemEval-2025 Task 2: Entity-Aware Machine Translation: Fine-Tuning NLLB for Improved Named Entity Translation ACL 2025
Evaluating Design Decisions for Dual Encoder-based Entity Disambiguation ACL 2025
From In-Distribution to Out-of-Distribution: Joint Loss for Improving Generalization in Software Mention and Relation Extraction ACL 2025
ALLabel: Three-stage Active Learning for LLM-based Entity Recognition using Demonstration Retrieval EMNLP 2025
silp_nlp at SemEval-2025 Task 2: An Effect of Entity Awareness in Machine Translation Using LLM ACL 2025
MAKAR: a Multi-Agent framework based Knowledge-Augmented Reasoning for Grounded Multimodal Named Entity Recognition EMNLP 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 ACL 2025
GLiNER2: Schema-Driven Multi-Task Learning for Structured Information Extraction EMNLP 2025
BIOPSY - Biomarkers In Oncology: Pipeline for Structured Yielding EMNLP 2025
COGUMELO at SemEval-2025 Task 3: A Synthetic Approach to Detecting Hallucinations in Language Models based on Named Entity Recognition ACL 2025
Repurposing Holocaust-Related Digital Scholarly Editions to Develop Multilingual Domain-Specific Named Entity Recognition Tools COLING 2024
MSNER: A Multilingual Speech Dataset for Named Entity Recognition COLING 2024
Evaluating LLMs for Temporal Entity Extraction from Pediatric Clinical Text in Rare Diseases Context COLING 2024
CLEANANERCorp: Identifying and Correcting Incorrect Labels in the ANERcorp Dataset COLING 2024
TECA: A Two-stage Approach with Controllable Attention Soft Prompt for Few-shot Nested Named Entity Recognition COLING 2024
VerifiNER: Verification-augmented NER via Knowledge-grounded Reasoning with Large Language Models ACL 2024
Sebastian, Basti, Wastl?! Recognizing Named Entities in Bavarian Dialectal Data COLING 2024
TweetTER: A Benchmark for Target Entity Retrieval on Twitter without Knowledge Bases COLING 2024
Few-Shot Multimodal Named Entity Recognition Based on Mutlimodal Causal Intervention Graph COLING 2024
Improving Chinese Named Entity Recognition with Multi-grained Words and Part-of-Speech Tags via Joint Modeling COLING 2024
Enriching a Time-Domain Astrophysics Corpus with Named Entity, Coreference and Astrophysical Relationship Annotations COLING 2024
Exploring the Potential of Large Language Models (LLMs) for Low-resource Languages: A Study on Named-Entity Recognition (NER) and Part-Of-Speech (POS) Tagging for Nepali Language COLING 2024