CORA: A Protocol for Diagnosing Boundary Robustness in Text-to-Audio Retrieval under Query Reformulations
cs.SD, cs.CL, eess.AS
Submitted: 2026-09-27
Updated: 2026-09-27
Code: https://github.com/sogang-isds/CORA
Terminology
Sources
- Judge's Verdict: A Comprehensive Analysis of LLM Judge Capability Through Human Agreement
- Hard-Negative Sampling for Contrastive Learning: Optimal Representation Geometry and Neural- vs Dimensional-Collapse
- Is CLIP ideal? No. Can we fix it? Yes!
- Omni-Embed-Audio: Leveraging Multimodal LLMs for Robust Audio-Text Retrieval
- T-CLAP: Temporal-Enhanced Contrastive Language-Audio Pretraining
- Verbalized Sampling: How to Mitigate Mode Collapse and Unlock LLM Diversity
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