3 accepted papers
We introduce the concept of context-driven over-refusal, an abstention arising when model’s safety guardrails are triggered by the grounding knowledge provided alongside the user’s request. Distinct from question-driven over-refusal, this occurs in both retrieval-augmented generation (RAG) and natur…
Investigating “Hadith” texts, crucial for theological studies and Islamic jurisprudence, presents challenges due to the linguistic complexity of Arabic, such as its complex morphology. In this paper, we propose an innovative approach to address the challenges of topic modeling in Hadith studies by u…
In this paper, we address the problem of enhancing the speech of a speaker of interest in a cocktail party scenario when visual information of the speaker of interest is available.Contrary to most previous studies, we do not learn visual features on the typically small audio-visual datasets, but use…