Chao-Hong Tan
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2026
Efficient Chain-of-Modality Reasoning via Progressive Compression for Spoken Language Models
This paper proposes Efficient Chain-of-Modality Reasoning (ECoM Reasoning), a framework to improve reasoning ability in spoken language models (SLMs) for mathematical question answering tasks by compressing textual components.
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cs.CLcs.SDEmpiricalRecentJul 22, 2026
Efficient Chain-of-Modality Reasoning via Progressive Compression for Spoken Language Models
Pengchao Feng, Chao-Hong Tan, Qian Chen, Wen Wang +2 more
This paper proposes Efficient Chain-of-Modality Reasoning (ECoM Reasoning), a framework to improve reasoning ability in spoken language models (SLMs) for mathematical question answering tasks by compr…
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