Copertina

In the LLM era, Word Sense Induction remains unsolved

Fuente: arXiv

Salvato in:

Dettagli Bibliografici
Autori principali:	Mosolova, Anna, Candito, Marie, Ramisch, Carlos
Natura:	Preprint
Pubblicazione:	2026
Soggetti:	Computation and Language
Accesso online:	Acceder al recurso
Tags:	Aggiungi Tag Nessun Tag, puoi essere il primo ad aggiungerne!!

Documenti analoghi

Injecting Wiktionary to improve token-level contextual representations using contrastive learning
di: Mosolova, Anna, et al.
Pubblicazione: (2024)

Auxiliary Tasks to Boost Biaffine Semantic Dependency Parsing
di: Candito, Marie
Pubblicazione: (2024)

Modeling the human lexicon under temperature variations: linguistic factors, diversity and typicality in LLM word associations
di: Rodriguez, Maria Andueza, et al.
Pubblicazione: (2026)

Multilingual Substitution-based Word Sense Induction
di: Kokosinskii, Denis, et al.
Pubblicazione: (2024)

Solving Word-Sense Disambiguation and Word-Sense Induction with Dictionary Examples
di: Škvorc, Tadej, et al.
Pubblicazione: (2025)

When Tables Go Crazy: Evaluating Multimodal Models on French Financial Documents
di: Mouilleron, Virginie, et al.
Pubblicazione: (2026)

Probing structural constraints of negation in Pretrained Language Models
di: Kletz, David, et al.
Pubblicazione: (2024)

The Self-Contained Negation Test Set
di: Kletz, David, et al.
Pubblicazione: (2024)

Word Sense Induction with Hierarchical Clustering and Mutual Information Maximization
di: Abdine, Hadi, et al.
Pubblicazione: (2022)

The 76Cu conundrum remains unsolved
di: Olaizola, B., et al.
Pubblicazione: (2025)

Simplifications are Absolutists: How Simplified Language Reduces Word Sense Awareness in LLM-Generated Definitions
di: Ellinger, Lukas, et al.
Pubblicazione: (2025)

How Value Induction Reshapes LLM Behaviour
di: Arora, Arnav, et al.
Pubblicazione: (2026)

Dialog Flow Induction for Constrainable LLM-Based Chatbots
di: Agrawal, Stuti, et al.
Pubblicazione: (2024)

Detection of Non-recorded Word Senses in English and Swedish
di: Lautenschlager, Jonathan, et al.
Pubblicazione: (2024)

A Comparative Study of Transformers on Word Sense Disambiguation
di: Chawla, Avi, et al.
Pubblicazione: (2021)

Revisiting Word Embeddings in the LLM Era
di: Mahajan, Yash, et al.
Pubblicazione: (2025)

Evaluation Drift in LLM Personality Induction: Are We Moving the Goalpost?
di: Rajput, Prateek, et al.
Pubblicazione: (2026)

BenCSSmark: Making the Social Sciences Count in LLM Research
di: Chatelain, Arnault, et al.
Pubblicazione: (2026)

Word-Centered Semantic Graphs for Interpretable Diachronic Sense Tracking
di: Kolli, Imene, et al.
Pubblicazione: (2026)

A Survey on Lexical Ambiguity Detection and Word Sense Disambiguation
di: Abeysiriwardana, Miuru, et al.
Pubblicazione: (2024)

LANE: Lexical Adversarial Negative Examples for Word Sense Disambiguation
di: de Sá, Jader Martins Camboim, et al.
Pubblicazione: (2025)

To Word Senses and Beyond: Inducing Concepts with Contextualized Language Models
di: Liétard, Bastien, et al.
Pubblicazione: (2024)

SwanNLP at SemEval-2026 Task 5: An LLM-based Framework for Plausibility Scoring in Narrative Word Sense Disambiguation
di: Sumanathilaka, Deshan, et al.
Pubblicazione: (2026)

CareMedEval dataset: Evaluating Critical Appraisal and Reasoning in the Biomedical Field
di: Bonzi, Doria, et al.
Pubblicazione: (2025)

Word Sense Linking: Disambiguating Outside the Sandbox
di: Bejgu, Andrei Stefan, et al.
Pubblicazione: (2024)

Large Language Models and Multimodal Retrieval for Visual Word Sense Disambiguation
di: Kritharoula, Anastasia, et al.
Pubblicazione: (2023)

Robust or Suggestible? Exploring Non-Clinical Induction in LLM Drug-Safety Decisions
di: Liu, Siying, et al.
Pubblicazione: (2025)

Word Sense Detection Leveraging Maximum Mean Discrepancy
di: Mitsuzawa, Kensuke
Pubblicazione: (2025)

Do Large Language Models Understand Word Senses?
di: Meconi, Domenico, et al.
Pubblicazione: (2025)

Enhancing Modern Supervised Word Sense Disambiguation Models by Semantic Lexical Resources
di: Melacci, Stefano, et al.
Pubblicazione: (2024)

From Words to Worth: Newborn Article Impact Prediction with LLM
di: Zhao, Penghai, et al.
Pubblicazione: (2024)

Exploring the Word Sense Disambiguation Capabilities of Large Language Models
di: Basile, Pierpaolo, et al.
Pubblicazione: (2025)

Language Models as Knowledge Bases for Visual Word Sense Disambiguation
di: Kritharoula, Anastasia, et al.
Pubblicazione: (2023)

An Exploration-Analysis-Disambiguation Reasoning Framework for Word Sense Disambiguation with Low-Parameter LLMs
di: Sumanathilaka, Deshan, et al.
Pubblicazione: (2026)

COGNAC at SemEval-2026 Task 5: LLM Ensembles for Human-Level Word Sense Plausibility Rating in Challenging Narratives
di: Islam, Azwad Anjum, et al.
Pubblicazione: (2026)

Revisiting Word Embeddings in the LLM Era
di: Mahajan, Yash, et al.
Pubblicazione: (2024)

The Accuracy, Robustness, and Readability of LLM-Generated Sustainability-Related Word Definitions
di: Heiman, Alice
Pubblicazione: (2025)

Cutting Through the Noise: Boosting LLM Performance on Math Word Problems
di: Anantheswaran, Ujjwala, et al.
Pubblicazione: (2024)

ArgCMV: An Argument Summarization Benchmark for the LLM-era
di: Gurjar, Omkar, et al.
Pubblicazione: (2025)

Word Sense Disambiguation in Persian: Can AI Finally Get It Right?
di: Ayyoubzadeh, Seyed Moein, et al.
Pubblicazione: (2024)