Found 114 document(s)
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LLM agents can ask clarifying questions to complete tasks, but answering each question demands users' time and effort. Existing evaluations typically measure this burden by counting questions, treating necessary and avoi...
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Fault localization (FL) aims to identify code locations responsible for software failures and is commonly evaluated by how accurately it ranks known fault locations. Large language model (LLM) agents are changing program...
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Sequential knowledge editing in Large Language Models (LLMs) often leads to a degradation of general capabilities due to cumulative parameter interference. In this paper, we revisit prominent projection-based methods lik...
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Neural solvers for the Flexible Job-Shop Scheduling Problem (FJSP) typically refresh graph representations and update feasibility after every operation--machine decision. However, only feasibility must remain exact at ev...
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Multimodal knowledge editing aims to update visually grounded facts in Multimodal Large Language Models (MLLMs) while preserving unrelated text and visual behaviors. However, standard answer-level metrics can hide eviden...
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We introduce the conditional expected local radius (CELR) and develop a new conformal prediction method for non-Euclidean responses in general metric spaces. CELR measures local conditional probability concentration, all...
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Video object removal and injection are reciprocal editing operations between object-present and object-absent video states, yet they differ substantially in training difficulty. Removal can be effectively bootstrapped fr...
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Open access biomedical research article published in Animals (Basel)....
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Open access biomedical research article published in Brain Sci....
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Open access biomedical research article published in Biomolecules....
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Open access biomedical research article published in Biomolecules....
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Open access biomedical research article published in Diagnostics (Basel)....
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Open access biomedical research article published in Behav Sci (Basel)....
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Open access biomedical research article published in Healthcare (Basel)....
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Open access biomedical research article published in Microorganisms....