a Candidate-Aware Causal Reasoning
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Reinforcing Temporal Answer Grounding in Instructional Video via Candidate-Aware Causal Reasoning
Announce Type: new Abstract: The task of temporal answer grounding in instructional video (TAGV), which aims to locate precise video segments that respond to natural language queries, is increasingly important for direct video answer retrieval. This task remains challenging due to the need to comprehend semantically complex questions and to address the significant length mismatch between untrimmed videos and short target moments. Existing methods often suffer from sensitivity to irrelevant...