Materials for the paper "Demystifying Entropy-based Selection for CoT Compression in LRMs" (Candussio et al.) @ BlackBoxNLP 2026
🤝 Open to Collab
Sara Candussio
saracandu
AI & ML interests
Reasoning in Large Language Models
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💍 reasoning traces have a commitment boundary Organizations
models 27
saracandu/stldec_formulae
Feature Extraction • Updated • 55
saracandu/stldec_updated
Updated • 12
saracandu/stldec_arch
Feature Extraction • Updated • 146
saracandu/stlenc-arch-cls
Feature Extraction • 0.2B • Updated • 66
saracandu/stlenc-arch-v2
Feature Extraction • 0.2B • Updated • 116
saracandu/stlenc
Feature Extraction • 0.2B • Updated • 16
saracandu/stldec_onlyhard
Text Generation • 0.2B • Updated • 8
saracandu/stldec_random_1024_pca
Text Generation • 0.2B • Updated • 5
saracandu/stldec_random_128_umap
Text Generation • 14.4M • Updated • 30
saracandu/stldec_random_64_umap
Text Generation • 6.81M • Updated • 28
datasets 22
saracandu/olmo3-activations
Viewer • Updated • 23.3k • 12
saracandu/olmo-activations
Viewer • Updated • 38.1k • 114
saracandu/entropy-traces
Preview • Updated • 1.57k
saracandu/neurohike-data-outputs
Preview • Updated • 22
saracandu/stl_updated
Viewer • Updated • 3.31M • 22
saracandu/stl_high_complexity
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saracandu/stl_new
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saracandu/GSM-Plus-modified
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saracandu/stl_formulae_variants
Viewer • Updated • 510k • 21
saracandu/smol_reas_traces
Viewer • Updated • 36k • 42 • 1