Named Entity Recognition

AdabNER: Arabic Digital Archive Books with Nested Entity Recognition ACL 2026 A Domain-Specific Curated Benchmark for Entity and Document-Level Relation Extraction EACL 2026 A Multi-Agent LLM Framework for Multi-Domain Low-Resource In-Context NER via Knowledge Retrieval, Disambiguation and Reflective Analysis AAAI 2026 AnnoHID: LLM-Assisted Annotation Framework for Low-Resource Medical Texts ACL 2026 Arabic Citation Parsing using Part of Speech and Named Entity Recognition EACL 2026 A Reasoning Paradigm for Named Entity Recognition AAAI 2026 A Scalable Framework for Automated NER Annotation Correction in Low-Resource Languages EACL 2026 Back-of-the-Book Index Automation for Arabic Documents EACL 2026 Binary Token-Level Classification with DeBERTa for All-Type MWE Identification: A Lightweight Approach with Linguistic Enhancement EACL 2026 CredenceAI at SemEval-2026 Task 10: A Span-Consistency Network with Cross-Marker Attention for Conspiracy Marker Extraction SemEval 2026 CuriosAI at SemEval-2026 Task 10:Hybrid approaches to conspiracy span extraction and conspiracy detection SemEval 2026 Decoding Text Spans for Efficient and Accurate Named-Entity Recognition ACL 2026 DeformAR: A Visual Analytics Framework for Evaluation of Arabic Named Entity Recognition EACL 2026 DiZiNER: Disagreement-guided Instruction Refinement via Simulating Pilot Annotation for Zero-shot Named Entity Recognition ACL 2026 Entity-aware Cross-lingual Claim Detection for Automated Fact-checking EACL 2026 Entity Exchange in the Wild: A Diagnostic Study of LLM Based Real-World Conversational Entity Extraction ACL 2026 FiNERweb: Datasets and Artifacts for Scalable Multilingual Named Entity Recognition EACL 2026 From Corpus to Concept Scheme: Developing a SKOS Vocabulary for Armenian Epigraphic Heritage EACL 2026 Happiness is Sharing a Vocabulary: A Study of Transliteration Methods EACL 2026 HU at SemEval-2026 Task 10: Psycholinguistic Conspiracy Marker Extraction and Detection SemEval 2026 Just Pass Twice: Efficient Token Classification with LLMs for Zero-Shot NER ACL 2026 K-LegalDeID: A Benchmark Dataset and KLUEBERT-CRF for De-identification in Korean Court Judgments EACL 2026 Knowledge Augmentation Enhances Token Classification for Recipe Understanding EACL 2026 Learning Nested Named Entity Recognition from Flat Annotations EACL 2026 LingVarBench: Benchmarking LLMs on Entity Recognitions and Linguistic Verbalization Patterns in Phone-Call Transcripts EACL 2026