named entity recognition

A Benchmark and Evaluation of Automated Language of Study Extraction from Computational Linguistics Publications EACL 2026 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 An Enhanced Training-Free Pipeline for Entity Recognition and Linking: A Low-Resource Case Study – 20-th Century Historical Medical Texts EACL 2026 An improved Code-Switching Detection System for some Indic Languages EACL 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 BanSuite: A Unified Toolkit and Software Platform for Low-Resource NLP in Bangla EACL 2026 Beyond Musical Descriptors: Extracting Preference-Bearing Intent in Music Queries EACL 2026 Binary Token-Level Classification with DeBERTa for All-Type MWE Identification: A Lightweight Approach with Linguistic Enhancement EACL 2026 Bringing Emerging Architectures to Sequence Labeling in NLP EACL 2026 Can LLMs Identify Tax Abuse? AAAI 2026 Constructing a Dataset for Hallucination Detection in Japanese Summarization with Fine-grained Faithfulness Labels EACL 2026 Decoding Text Spans for Efficient and Accurate Named-Entity Recognition ACL 2026 DeepPavlov Strikes Back: A Toolkit for Improving LLM Reliability and Trustworthiness EACL 2026 DeformAR: A Visual Analytics Framework for Evaluation of Arabic Named Entity Recognition EACL 2026 Detecting Primary Progressive Aphasia (PPA) from Text: A Benchmarking Study EACL 2026 DiZiNER: Disagreement-guided Instruction Refinement via Simulating Pilot Annotation for Zero-shot Named Entity Recognition ACL 2026 elfen: A Python Package for Efficient Linguistic Feature Extraction for Natural Language Datasets EACL 2026 Entity-aware Cross-lingual Claim Detection for Automated Fact-checking EACL 2026 entity-linkings: A Unified Library for Entity Linking EACL 2026