Word Sense Disambiguation

AI4PC-Howard University at SemEval-2026 Task 5: Calibrated Hybrid Ensembling and Retrieval-Augmented LLM Reasoning for Narrative Word-Sense Plausibility SemEval 2026 Ambirig at SemEval-2026 Task 5: Distributional Ordinal Modelling for Ambiguous Word Senses in Narrative Contexts SemEval 2026 blue at SemEval-2026 Task 5: NarrBERT : Narrative-Aware BERT for Word Sense Disambiguation SemEval 2026 ChulaNLP at SemEval-2026 Task 5: Regression-Calibrated LLM for Word-Sense Scoring SemEval 2026 CiNet-Handai-Kyodai at SemEval-2026 Task 5: Combining LLM Prompting, Semantic Similarity, and Synthetic Gaze for Graded Sense Plausibility SemEval 2026 COGNAC at SemEval-2026 Task 5: LLM Ensembles for Human-Level Word Sense Plausibility Rating in Challenging Narratives SemEval 2026 ConTexT at SemEval-2026 Task 5: Rating Plausibility of Word Senses in Ambiguous Stories through Narrative Understanding SemEval 2026 CUCLASIC at SemEval-2026 Task 5: LLM Prompting Strategies for Rating Ambiguous Word Senses SemEval 2026 From Sparse to Sense-Grounded: Wikipedia Training for Ukrainian Visual-WSD CoNLL 2026 GuysLLM at SemEval-2026 Task 5: NLI-Informed Regression for Graded Word-Sense Plausibility in Narrative Contexts SemEval 2026 Narrative Team at SemEval-2026 Task 5: Rating Plausibility of Word Senses in Ambiguous Sentences through Narrative Understanding SemEval 2026 NCL-UoR at SemEval-2026 Task 5: Embedding-Based Methods, Fine-Tuning, and LLMs for Word Sense Plausibility Rating SemEval 2026 Paradise at SemEval-2026 Task 5: On the Limitations of Surface-Level Features for Graded Word Sense Plausibility Prediction SemEval 2026 Sabancigroup4 at SemEval-2026 Task 5: Uncertainty-Aware Semantic Plausibility Scoring via GNLL Regression and LLM Rationales SemEval 2026 SemEval-2026 Task 5: Rating Plausibility of Word Senses in Ambiguous Stories through Narrative Understanding SemEval 2026 SemTechLab at SemEval-2026 Task 5: Context-Aware Homonym Disambiguation via Span-Specific Interaction Features SemEval 2026 SRCB at SemEval-2026 Task 5 A Multi-Target Finetuning Framework for Large Language Models with Joint Regression and Text Generation SemEval 2026 SU NLP 29 at SemEval-2026 Task 5: DynaOrd - Hybrid Dynamic Ordinal Regression with LoRA-Fine-Tuned DeBERTa-v3 SemEval 2026 SwanNLP at SemEval-2026 Task 5: An LLM-based Framework for Plausibility Scoring in Narrative Word Sense Disambiguation SemEval 2026 Team Habib Disambiguators at SemEval-2026 Task 5: Assessing Semantic Plausibility using Regularized Transformer Fine-Tuning SemEval 2026 Tifin India at SemEval-2026 Task 5: Semantic Bridge: Augmented Encoding for Word Sense Plausibility SemEval 2026 UAlberta at SemEval-2026 Task 5: Disambiguating Stories via Task Decomposition SemEval 2026 UWB at SemEval-2026 Task 5: Synsets and their contexts SemEval 2026 VerbaNexAI at SemEval-2026 Task 5: Few-Shot Chain-of-Thought with Selective Self-Consistency and Isotonic Calibration for Word Sense Plausibility Rating SemEval 2026 WSDPO: A Generative Word Sense Disambiguation Framework with Chain-of-Thought and Preference Optimization ACL 2026