Named Entity Recognition

Re-Cent: A Relation-Centric Framework for Joint Zero-Shot Relation Triplet Extraction COLING 2025 Re-Examine Distantly Supervised NER: A New Benchmark and a Simple Approach COLING 2025 Resource-Efficient Anonymization of Textual Data via Knowledge Distillation from Large Language Models COLING 2025 Retrieval Augmented Instruction Tuning for Open NER with Large Language Models COLING 2025 SADSLyC: A Corpus for Saudi Arabian Multi-dialect Identification through Song Lyrics COLING 2025 Sakura at SemEval-2025 Task 2: Enhancing Named Entity Translation with Fine-Tuning and Preference Optimization SemEval 2025 SALT at SemEval-2025 Task 2: A SQL-based Approach for LLM-Free Entity-Aware-Translation SemEval 2025 SciNLP: A Domain-Specific Benchmark for Full-Text Scientific Entity and Relation Extraction in NLP EMNLP 2025 Selecting and Merging: Towards Adaptable and Scalable Named Entity Recognition with Large Language Models ACL 2025 SemEval-2025 Task 2: Entity-Aware Machine Translation SemEval 2025 Shared Heritage, Distinct Writing: Rethinking Resource Selection for East Asian Historical Documents IJCNLP 2025 silp_nlp at SemEval-2025 Task 2: An Effect of Entity Awareness in Machine Translation Using LLM SemEval 2025 Simple Named Entity Recognition (NER) System with RoBERTa for Ancient Chinese NAACL 2025 SLENDER: Structured Outputs for SLM-based NER in Low-Resource Englishes ACL 2025 Small Language Model Makes an Effective Long Text Extractor AAAI 2025 SOMD2025: A Challenging Shared Tasks for Software Related Information Extraction ACL 2025 SOMD 2025: Fine-tuning ModernBERT for In- and Out-of-Distribution NER and Relation Extraction of Software Mentions in Scientific Texts ACL 2025 Span Labeling with Large Language Models: Shell vs. Meat ACL 2025 Speaker Identification and Dataset Construction Using LLMs: A Case Study on Japanese Narratives NAACL 2025 SPY: Enhancing Privacy with Synthetic PII Detection Dataset NAACL 2025 SubRegWeigh: Effective and Efficient Annotation Weighing with Subword Regularization COLING 2025 The Devil Is in the Word Alignment Details: On Translation-Based Cross-Lingual Transfer for Token Classification Tasks ACL 2025 The Effectiveness of Uncased Tokeniziaion for Clinical Notes ACL 2025 The Role of Natural Language Processing Tasks in Automatic Literary Character Network Construction COLING 2025 Through the Lens of History: Methods for Analyzing Temporal Variation in Content and Framing of State-run Chinese Newspapers NAACL 2025