Exclusive articles:
Beyond the Veil of Similarity: Quantifying Semantic Continuity in Explainable AI
arXiv:2407.12950v1 Announce Type: new
Abstract: We introduce a novel metric for measuring semantic continuity in Explainable AI methods and machine learning models. We posit...
A Three-Stage Algorithm for the Closest String Problem on Artificial and Real Gene Sequences
arXiv:2407.13023v1 Announce Type: new
Abstract: The Closest String Problem is an NP-hard problem that aims to find a string that has the minimum distance...
Interpretability in Action: Exploratory Analysis of VPT, a Minecraft Agent
arXiv:2407.12161v1 Announce Type: new
Abstract: Understanding the mechanisms behind decisions taken by large foundation models in sequential decision making tasks is critical to ensuring...
Putting GPT-4o to the Sword: A Comprehensive Evaluation of Language, Vision, Speech, and Multimodal Proficiency
arXiv:2407.09519v1 Announce Type: new
Abstract: As large language models (LLMs) continue to advance, evaluating their comprehensive capabilities becomes significant for their application in various...
Model Surgery: Modulating LLM’s Behavior Via Simple Parameter Editing
arXiv:2407.08770v1 Announce Type: new
Abstract: Large Language Models (LLMs) have demonstrated great potential as generalist assistants, showcasing powerful task understanding and problem-solving capabilities. To...