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
liked a dataset 27 days ago
sapienzanlp/dromedario-3-sft-dataset updated a collection about 1 month ago
💍 reasoning traces have a commitment boundary updated a collection about 1 month ago
💢 demistifying entropy-based selection in CoTsOrganizations
models 27
saracandu/stldec_formulae
Feature Extraction • Updated • 11
saracandu/stldec_updated
Updated • 6
saracandu/stldec_arch
Feature Extraction • Updated • 31
saracandu/stlenc-arch-cls
Feature Extraction • 0.2B • Updated • 25
saracandu/stlenc-arch-v2
Feature Extraction • 0.2B • Updated • 26
saracandu/stlenc
Feature Extraction • 0.2B • Updated • 27
saracandu/stldec_onlyhard
Text Generation • 0.2B • Updated • 23
saracandu/stldec_random_1024_pca
Text Generation • 0.2B • Updated • 14
saracandu/stldec_random_128_umap
Text Generation • 14.4M • Updated • 21
saracandu/stldec_random_64_umap
Text Generation • 6.81M • Updated • 18
datasets 22
saracandu/olmo3-activations
Viewer • Updated • 23.3k • 22
saracandu/olmo-activations
Viewer • Updated • 38.1k • 515
saracandu/entropy-traces
Preview • Updated • 178
saracandu/neurohike-data-outputs
Preview • Updated • 7
saracandu/stl_updated
Viewer • Updated • 3.31M • 15
saracandu/stl_high_complexity
Viewer • Updated • 3.22M • 97
saracandu/stl_new
Viewer • Updated • 420k • 22
saracandu/GSM-Plus-modified
Viewer • Updated • 11.9k • 13
saracandu/stl_formulae_variants
Viewer • Updated • 510k • 69
saracandu/smol_reas_traces
Viewer • Updated • 36k • 15 • 1