DFPE: A Diverse Fingerprint Ensemble for Enhancing LLM Performance
arXiv:2501.17479v1 Announce Type: cross Abstract: Large Language Models (LLMs) have shown remarkable capabilities across various natural language processing tasks but ...
Read more
Virus: Harmful Fine-tuning Attack for Large Language Models Bypassing Guardrail Moderation
arXiv:2501.17433v1 Announce Type: cross Abstract: Recent research shows that Large Language Models (LLMs) are vulnerable to harmful fine-tuning attacks — ...
Read more
Direct Schema Linking via Question Enrichment in Text-to-SQL
[Submitted on 25 Sep 2024 (v1), last revised 28 Jan 2025 (this version, v2)] View a PDF of the paper ...
Read more
A Multimodal Textbook for Vision-Language Pretraining
[Submitted on 1 Jan 2025 (v1), last revised 27 Jan 2025 (this version, v3)] View a PDF of the paper ...
Read more
Zero-Shot Decision Tree Construction via Large Language Models
arXiv:2501.16247v1 Announce Type: cross Abstract: This paper introduces a novel algorithm for constructing decision trees using large language models (LLMs) ...
Read more
QuanTaxo: A Quantum Approach to Self-Supervised Taxonomy Expansion
arXiv:2501.14011v1 Announce Type: cross Abstract: A taxonomy is a hierarchical graph containing knowledge to provide valuable insights for various web ...
Read more
[2501.14719] Do LLMs Provide Consistent Answers to Health-Related Questions across Languages?
[Submitted on 24 Jan 2025] View a PDF of the paper titled Do LLMs Provide Consistent Answers to Health-Related Questions ...
Read more
[2501.13833] On the Reasoning Capacity of AI Models and How to Quantify It
[Submitted on 23 Jan 2025] View a PDF of the paper titled On the Reasoning Capacity of AI Models and ...
Read more
[2412.09460] The Impact of Copyrighted Material on Large Language Models: A Norwegian Perspective
[Submitted on 12 Dec 2024 (v1), last revised 22 Jan 2025 (this version, v3)] Authors:Javier de la Rosa, Vladislav Mikhailov, ...
Read more
Triplet-Grid Framework for Discontinuous Named Entity Recognition
[Submitted on 4 Nov 2024 (v1), last revised 22 Jan 2025 (this version, v2)] View a PDF of the paper ...
Read more
