ENTITY
SEC 10-Ks
SEC 10-Ks
PulseAugur coverage of SEC 10-Ks — every cluster mentioning SEC 10-Ks across labs, papers, and developer communities, ranked by signal.
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Papers · 30d
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SENTIMENT · 30D
1 day(s) with sentiment data
RECENT · PAGE 1/1 · 2 TOTAL
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New system FinEvolveKG improves financial knowledge graph construction
Researchers have developed FinEvolveKG, a new system for constructing financial knowledge graphs from SEC 10-Ks. This system separates general and persona-specific prompt blocks, using a reflective optimizer called GEPA…
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Developer audits LLM answers, boosting accuracy to 100%
A developer has created a system to audit the accuracy of Large Language Model (LLM) answers, particularly in regulated domains where factual grounding is critical. The pipeline generates questions from source documents…