An Exploration-Analysis-Disambiguation Reasoning Framework for Word Sense Disambiguation with Low-Parameter LLMs
Fuente:
arXiv
Saved in:
| Main Authors: | Sumanathilaka, Deshan, Micallef, Nicholas, Hough, Julian |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Prompt Balance Matters: Understanding How Imbalanced Few-Shot Learning Affects Multilingual Sense Disambiguation in LLMs
by: Sumanathilaka, Deshan, et al.
Published: (2025)
by: Sumanathilaka, Deshan, et al.
Published: (2025)
SwanNLP at SemEval-2026 Task 5: An LLM-based Framework for Plausibility Scoring in Narrative Word Sense Disambiguation
by: Sumanathilaka, Deshan, et al.
Published: (2026)
by: Sumanathilaka, Deshan, et al.
Published: (2026)
Can LLMs assist with Ambiguity? A Quantitative Evaluation of various Large Language Models on Word Sense Disambiguation
by: Sumanathilaka, T. G. D. K., et al.
Published: (2024)
by: Sumanathilaka, T. G. D. K., et al.
Published: (2024)
A Survey on Lexical Ambiguity Detection and Word Sense Disambiguation
by: Abeysiriwardana, Miuru, et al.
Published: (2024)
by: Abeysiriwardana, Miuru, et al.
Published: (2024)
Bridging Lexical Ambiguity and Vision: A Mini Review on Visual Word Sense Disambiguation
by: Nilukshi, Shashini, et al.
Published: (2026)
by: Nilukshi, Shashini, et al.
Published: (2026)
IndoNLP 2025: Shared Task on Real-Time Reverse Transliteration for Romanized Indo-Aryan languages
by: Sumanathilaka, Deshan, et al.
Published: (2025)
by: Sumanathilaka, Deshan, et al.
Published: (2025)
Word Sense Linking: Disambiguating Outside the Sandbox
by: Bejgu, Andrei Stefan, et al.
Published: (2024)
by: Bejgu, Andrei Stefan, et al.
Published: (2024)
A Comparative Study of Transformers on Word Sense Disambiguation
by: Chawla, Avi, et al.
Published: (2021)
by: Chawla, Avi, et al.
Published: (2021)
Solving Word-Sense Disambiguation and Word-Sense Induction with Dictionary Examples
by: Škvorc, Tadej, et al.
Published: (2025)
by: Škvorc, Tadej, et al.
Published: (2025)
A Low-Resource Speech-Driven NLP Pipeline for Sinhala Dyslexia Assistance
by: Perera, Peshala, et al.
Published: (2025)
by: Perera, Peshala, et al.
Published: (2025)
LANE: Lexical Adversarial Negative Examples for Word Sense Disambiguation
by: de Sá, Jader Martins Camboim, et al.
Published: (2025)
by: de Sá, Jader Martins Camboim, et al.
Published: (2025)
Exploring the Word Sense Disambiguation Capabilities of Large Language Models
by: Basile, Pierpaolo, et al.
Published: (2025)
by: Basile, Pierpaolo, et al.
Published: (2025)
Language Models as Knowledge Bases for Visual Word Sense Disambiguation
by: Kritharoula, Anastasia, et al.
Published: (2023)
by: Kritharoula, Anastasia, et al.
Published: (2023)
Large Language Models and Multimodal Retrieval for Visual Word Sense Disambiguation
by: Kritharoula, Anastasia, et al.
Published: (2023)
by: Kritharoula, Anastasia, et al.
Published: (2023)
Sign Language Sense Disambiguation
by: Grimm, Jana, et al.
Published: (2024)
by: Grimm, Jana, et al.
Published: (2024)
EmoScan: Automatic Screening of Depression Symptoms in Romanized Sinhala Tweets
by: Hewapathirana, Jayathi, et al.
Published: (2024)
by: Hewapathirana, Jayathi, et al.
Published: (2024)
Word Sense Disambiguation in Persian: Can AI Finally Get It Right?
by: Ayyoubzadeh, Seyed Moein, et al.
Published: (2024)
by: Ayyoubzadeh, Seyed Moein, et al.
Published: (2024)
Enhancing Modern Supervised Word Sense Disambiguation Models by Semantic Lexical Resources
by: Melacci, Stefano, et al.
Published: (2024)
by: Melacci, Stefano, et al.
Published: (2024)
Integrating Symbolic Natural Language Understanding and Language Models for Word Sense Disambiguation
by: Zhao, Kexin, et al.
Published: (2025)
by: Zhao, Kexin, et al.
Published: (2025)
Word Sense Disambiguation in Native Spanish: A Comprehensive Lexical Evaluation Resource
by: Ortega, Pablo, et al.
Published: (2024)
by: Ortega, Pablo, et al.
Published: (2024)
LLMs for Robotic Object Disambiguation
by: Jiang, Connie, et al.
Published: (2024)
by: Jiang, Connie, et al.
Published: (2024)
Homonym Sense Disambiguation in the Georgian Language
by: Melikidze, Davit, et al.
Published: (2024)
by: Melikidze, Davit, et al.
Published: (2024)
Active Task Disambiguation with LLMs
by: Kobalczyk, Katarzyna, et al.
Published: (2025)
by: Kobalczyk, Katarzyna, et al.
Published: (2025)
Silent Signals, Loud Impact: LLMs for Word-Sense Disambiguation of Coded Dog Whistles
by: Kruk, Julia, et al.
Published: (2024)
by: Kruk, Julia, et al.
Published: (2024)
DMDTEval: An Evaluation and Analysis of LLMs on Disambiguation in Multi-domain Translation
by: Man, Zhibo, et al.
Published: (2025)
by: Man, Zhibo, et al.
Published: (2025)
Quantum Visual Word Sense Disambiguation: Unraveling Ambiguities Through Quantum Inference Model
by: Qiao, Wenbo, et al.
Published: (2025)
by: Qiao, Wenbo, et al.
Published: (2025)
Evaluating LLMs on Entity Disambiguation in Tables
by: Belotti, Federico, et al.
Published: (2024)
by: Belotti, Federico, et al.
Published: (2024)
Swa Bhasha: Message-Based Singlish to Sinhala Transliteration
by: Athukorala, Maneesha U., et al.
Published: (2024)
by: Athukorala, Maneesha U., et al.
Published: (2024)
SANDWiCH: Semantical Analysis of Neighbours for Disambiguating Words in Context ad Hoc
by: Guzman-Olivares, Daniel, et al.
Published: (2025)
by: Guzman-Olivares, Daniel, et al.
Published: (2025)
Visual Word Sense Disambiguation with CLIP through Dual-Channel Text Prompting and Image Augmentations
by: Bhattacharya, Shamik, et al.
Published: (2026)
by: Bhattacharya, Shamik, et al.
Published: (2026)
How Well Do Large Language Models Disambiguate Swedish Words?
by: Johansson, Richard
Published: (2024)
by: Johansson, Richard
Published: (2024)
ContrastWSD: Enhancing Metaphor Detection with Word Sense Disambiguation Following the Metaphor Identification Procedure
by: Elzohbi, Mohamad, et al.
Published: (2023)
by: Elzohbi, Mohamad, et al.
Published: (2023)
Unsupervised Named Entity Disambiguation for Low Resource Domains
by: Datta, Debarghya, et al.
Published: (2024)
by: Datta, Debarghya, et al.
Published: (2024)
DACE For Railway Acronym Disambiguation
by: Hribach, El Mokhtar, et al.
Published: (2025)
by: Hribach, El Mokhtar, et al.
Published: (2025)
Thank You, Stingray: Multilingual Large Language Models Can Not (Yet) Disambiguate Cross-Lingual Word Sense
by: Cahyawijaya, Samuel, et al.
Published: (2024)
by: Cahyawijaya, Samuel, et al.
Published: (2024)
Can Small Language Models Handle Context-Summarized Multi-Turn Customer-Service QA? A Synthetic Data-Driven Comparative Evaluation
by: Cooray, Lakshan, et al.
Published: (2026)
by: Cooray, Lakshan, et al.
Published: (2026)
Towards Fairer Health Recommendations: finding informative unbiased samples via Word Sense Disambiguation
by: Butts, Gavin, et al.
Published: (2024)
by: Butts, Gavin, et al.
Published: (2024)
Disambiguation in Conversational Question Answering in the Era of LLMs and Agents: A Survey
by: Tanjim, Md Mehrab, et al.
Published: (2025)
by: Tanjim, Md Mehrab, et al.
Published: (2025)
Agentic Verification for Ambiguous Query Disambiguation
by: Lee, Youngwon, et al.
Published: (2025)
by: Lee, Youngwon, et al.
Published: (2025)
Generating Clarification Questions for Disambiguating Contracts
by: Singhal, Anmol, et al.
Published: (2024)
by: Singhal, Anmol, et al.
Published: (2024)
Similar Items
-
Prompt Balance Matters: Understanding How Imbalanced Few-Shot Learning Affects Multilingual Sense Disambiguation in LLMs
by: Sumanathilaka, Deshan, et al.
Published: (2025) -
SwanNLP at SemEval-2026 Task 5: An LLM-based Framework for Plausibility Scoring in Narrative Word Sense Disambiguation
by: Sumanathilaka, Deshan, et al.
Published: (2026) -
Can LLMs assist with Ambiguity? A Quantitative Evaluation of various Large Language Models on Word Sense Disambiguation
by: Sumanathilaka, T. G. D. K., et al.
Published: (2024) -
A Survey on Lexical Ambiguity Detection and Word Sense Disambiguation
by: Abeysiriwardana, Miuru, et al.
Published: (2024) -
Bridging Lexical Ambiguity and Vision: A Mini Review on Visual Word Sense Disambiguation
by: Nilukshi, Shashini, et al.
Published: (2026)