Understanding

Beyond Word Boundaries: A Hebrew Coreference Benchmark and an Evaluation Protocol for Morphologically Complex Text ACL 2026 BiCon-Gate: Consistency-Gated De-colloquialisation for Dialogue Fact-Checking EACL 2026 Binary Token-Level Classification with DeBERTa for All-Type MWE Identification: A Lightweight Approach with Linguistic Enhancement EACL 2026 blue at SemEval-2026 Task 5: NarrBERT : Narrative-Aware BERT for Word Sense Disambiguation SemEval 2026 CAIT: A Syntactic Parsing Toolkit for Child–Adult InTeractions CoNLL 2026 CascadeMind at SemEval-2026 Task 4: A Hybrid Neuro-Symbolic Cascade for Narrative Similarity SemEval 2026 CASE – Condition-Aware Sentence Embeddings for Conditional Semantic Textual Similarity Measurement EACL 2026 COGNAC at SemEval-2026 Task 4: Evaluating Narrative Components with LLMs for Hard Story Similarity Cases SemEval 2026 COGNAC at SemEval-2026 Task 5: LLM Ensembles for Human-Level Word Sense Plausibility Rating in Challenging Narratives SemEval 2026 Cognitive Signatures of Multi-Word Expressions: Reading-Time and Surprisal EACL 2026 Comhis at SemEval-2026 Task 4: Embedding-Space Adaptation and LLM-Assisted Inference for Narrative Similarity SemEval 2026 Computational Benchmarks for Egyptian Arabic Child Directed Speech EACL 2026 ConInstruct: Evaluating Large Language Models on Conflict Detection and Resolution in Instructions AAAI 2026 ConTexT at SemEval-2026 Task 5: Rating Plausibility of Word Senses in Ambiguous Stories through Narrative Understanding SemEval 2026 Continuous Interpretive Steering for Scalar Diversity ACL 2026 Coupling Local Context and Global Semantic Prototypes via a Hierarchical Architecture for Rhetorical Roles Labeling EACL 2026 CredenceAI at SemEval-2026 Task 10: A Span-Consistency Network with Cross-Marker Attention for Conspiracy Marker Extraction SemEval 2026 Cross-Lingual and Cross-Domain Transfer Learning for POS Tagging in Historical Germanic Low-Resource Languages EACL 2026 CUETLuminaries at SemEval-2026 Task 11 Disentangling Logical Validity from Semantic Plausibility through Canonical Abstraction SemEval 2026 CuriosAI at SemEval-2026 Task 10:Hybrid approaches to conspiracy span extraction and conspiracy detection SemEval 2026 CuriosAI at SemEval-2026 Task 4: A Comprehensive Study of Zero-Shot versus Fine-Tuned Approaches for Narrative Similarity SemEval 2026 DebateQA: Evaluating Question Answering on Debatable Knowledge EACL 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 Degree Zero of Translation: Using Interlinear Baselines to Quantify Translator Intervention EACL 2026