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audio-language embeddings 1evaluation benchmarks 1multimodal llms 1negation handling 1retrieval 1

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20242026
most citedSpeech-FT: Merging Pre-trained And Fine-Tuned Speech Representation Models For Cross-Task Generalization

3 citations · 4 across the 6 of their papers we have counts for

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cs.SD2026

Steering Where to Listen: Instruction-Based Activation Steering Redirects Temporal Attention in Large Audio-Language Models

Tsung-En Lin, Hung-Yi Lee

Large Audio-Language Models (LALMs) excel at audio understanding but expose little about where in an audio signal they attend. We introduce instruction-based vector steering, which…