Understanding

0704mis at SemEval-2026 Task 11: Single-Call Joint Abstraction for Robust Neuro-Symbolic Retrieval SemEval 2026 Accurate and Efficient Statistical Testing for Word Semantic Breadth ACL 2026 A Corpus-Based Investigation of Contemporary Arabic Dialects Using the SADA Corpus EACL 2026 AdabNER: Arabic Digital Archive Books with Nested Entity Recognition ACL 2026 Adaptive LLM-Symbolic Reasoning via Dynamic Logical Solver Composition EACL 2026 A Domain-Specific Curated Benchmark for Entity and Document-Level Relation Extraction EACL 2026 Advancing African NLP: UDMorph and flexiPipe EACL 2026 A Method for Learning Large-Scale Computational Construction Grammars from Semantically Annotated Corpora CoNLL 2026 A Morphology-Aware Evaluation of Turkish Syntax in Large Language Models EACL 2026 A Multi-Agent LLM Framework for Multi-Domain Low-Resource In-Context NER via Knowledge Retrieval, Disambiguation and Reflective Analysis AAAI 2026 Analogical Structure, Minimal Contextual Cues and Contrastive Distractors: Input Design for Sample-Efficient Linguistic Rule Induction EACL 2026 An Idiom Benchmark for Turkish 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 AraLingBench: A Human-Annotated Benchmark for Evaluating Arabic Linguistic Capabilities of Large Language Models EACL 2026 Archaeology at WE-2026 PARSEME 2.0 Subtask 1 and 2: Parsing is for Encoders, Paraphrasing is for LLMs EACL 2026 A Reasoning Paradigm for Named Entity Recognition AAAI 2026 ARQUSUMM: Argument-aware Quantitative Summarization of Online Conversations AAAI 2026 A Scalable Framework for Automated NER Annotation Correction in Low-Resource Languages EACL 2026 ASTRA: Adaptive Semantic Tree Reasoning Architecture for Complex Table Question Answering ACL 2026 Automatic Grammatical Case Prediction for Template Filling in Case-Marking Languages: Implementation and Evaluation for Finnish EACL 2026 Back-of-the-Book Index Automation for Arabic Documents EACL 2026 BeDiscovER: The Benchmark of Discourse Understanding in the Era of Reasoning Language Models EACL 2026 Beyond Counting: Evaluating Abstract and Emotional Reasoning in Vision-Language Models AAAI 2026 Beyond Understanding: Evaluating the Pragmatic Gap in LLMs’ Cultural Processing of Figurative Language EACL 2026