Color-driven Generation of Synthetic Data for Referring Expression Comprehension
arXivLabs is a framework that permits collaborators to develop and share new arXiv options immediately on our web site. Each ...
Read more
Evaluating and Advancing Multimodal Large Language Models in Ability Lens
arXiv:2411.14725v1 Announce Sort: cross Summary: As multimodal giant language fashions (MLLMs) advance quickly, rigorous analysis has change into important, offering ...
Read more
[2406.04289] What Languages are Easy to Language-Model? A Perspective from Learning Probabilistic Regular Languages
[Submitted on 6 Jun 2024 (v1), last revised 21 Nov 2024 (this version, v4)] View a PDF of the paper ...
Read more
[2402.17304] Probing Multimodal Large Language Models for Global and Local Semantic Representations
[Submitted on 27 Feb 2024 (v1), last revised 21 Nov 2024 (this version, v3)] View a PDF of the paper ...
Read more
[2411.12103] Does Unlearning Truly Unlearn? A Black Box Evaluation of LLM Unlearning Methods
[Submitted on 18 Nov 2024 (v1), last revised 20 Nov 2024 (this version, v2)] View a PDF of the paper ...
Read more
Principles, Taxonomy, Challenges, and Open Questions
[Submitted on 9 Nov 2023 (v1), last revised 19 Nov 2024 (this version, v2)] Authors:Lei Huang, Weijiang Yu, Weitao Ma, ...
Read more
[2406.04625] Key-Element-Informed sLLM Tuning for Document Summarization
[Submitted on 7 Jun 2024 (v1), last revised 19 Nov 2024 (this version, v3)] View a PDF of the paper ...
Read more
Conformal Uncertainty in Large Language Models with Correctness Coverage Guarantees
[Submitted on 29 Jun 2024 (v1), last revised 18 Nov 2024 (this version, v3)] View a PDF of the paper ...
Read more
Certainty Represented Knowledge Flow for Refusal-Aware Instruction Tuning
[Submitted on 9 Oct 2024 (v1), last revised 18 Nov 2024 (this version, v2)] View a PDF of the paper ...
Read more
[2405.01483] MANTIS: Interleaved Multi-Image Instruction Tuning
[Submitted on 2 May 2024 (v1), last revised 15 Nov 2024 (this version, v3)] View a PDF of the paper ...
Read more
