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arxiv.org 3 min read

Agentic Retrieval of Topics and Insights from Earnings Calls

This paper presents an LLM-agent driven framework for dynamically discovering and organizing financial topics from quarterly earnings calls into a hierarchical ontology. The system enables analysts to track emerging …

AI · Data Signal Editorial Team
arxiv.org 3 min read

FINTAGGING: Benchmarking LLMs for Extracting and Structuring Financial Information

This paper introduces FINTAGGING, the first comprehensive benchmark for evaluating large language models on XBRL tagging tasks, decomposing the complex process into financial numeric identification and concept linking …

AI · Data Signal Editorial Team
youtube.com 4 min read

Mastering Fundamental Probability Distributions: A Complete Guide with 30 Practical Examples

A comprehensive walkthrough of essential probability distributions including Bernoulli, Poisson, normal, binomial, and exponential distributions, demonstrated through 30 real-world problems covering e-commerce, call …

Data · AI Signal Editorial Team