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
Recent Activity
updated a collection 8 days ago
💢 demistifying entropy-based selection in CoTs published a dataset 8 days ago
saracandu/olmo3-activations authored a paper 10 days ago
Demystifying Entropy-based Selection for Chain-of-Thought Compression in Large Reasoning ModelsOrganizations
models 27
saracandu/stldec_formulae
Feature Extraction • Updated • 7
saracandu/stldec_updated
Updated • 3
saracandu/stldec_arch
Feature Extraction • Updated • 6
saracandu/stlenc-arch-cls
Feature Extraction • 0.2B • Updated • 8
saracandu/stlenc-arch-v2
Feature Extraction • 0.2B • Updated • 32
saracandu/stlenc
Feature Extraction • 0.2B • Updated • 36
saracandu/stldec_onlyhard
Text Generation • 0.2B • Updated • 7
saracandu/stldec_random_1024_pca
Text Generation • 0.2B • Updated • 8
saracandu/stldec_random_128_umap
Text Generation • 14.4M • Updated • 8
saracandu/stldec_random_64_umap
Text Generation • 6.81M • Updated • 12
datasets 22
saracandu/olmo3-activations
Viewer • Updated • 23.3k • 7
saracandu/olmo-activations
Viewer • Updated • 38.1k • 1.62k
saracandu/entropy-traces
Preview • Updated • 304
saracandu/neurohike-data-outputs
Preview • Updated • 9
saracandu/stl_updated
Viewer • Updated • 3.31M • 22
saracandu/stl_high_complexity
Viewer • Updated • 3.22M • 17
saracandu/stl_new
Viewer • Updated • 420k • 20
saracandu/GSM-Plus-modified
Viewer • Updated • 11.9k • 21
saracandu/stl_formulae_variants
Viewer • Updated • 510k • 78
saracandu/smol_reas_traces
Viewer • Updated • 36k • 8 • 1