SEC 10-K filings
PulseAugur coverage of SEC 10-K filings — every cluster mentioning SEC 10-K filings across labs, papers, and developer communities, ranked by signal.
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New benchmark FinMultiHopQA tests LLM financial reasoning with structured evidence
Researchers have introduced FinMultiHopQA, a new benchmark designed to evaluate multi-hop reasoning in financial question answering. This benchmark comprises 15,600 questions grounded in FinReflectKG, a knowledge graph …
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FinLLM-KG framework enhances financial LLMs with knowledge graphs
Researchers have developed FinLLM-KG, a novel framework that enhances financial sentiment analysis for algorithmic trading by integrating large language models (LLMs) with a financial knowledge graph. This model-agnosti…
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LLM pipelines show broad cross-lingual reusability, but domain-specific validation is key
A new arXiv paper investigates the cross-lingual reusability of large language model (LLM) pipelines, specifically focusing on financial extraction, multilingual reasoning, and semantic screening. The study found that p…
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New LEDGER benchmark tests LLMs on long-context financial report analysis
Researchers have introduced LEDGER, a new benchmark dataset designed to evaluate the long-context capabilities of large language models in financial retrieval and extraction. The dataset comprises 4,999 digitized corpor…