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DataFunTalk
DataFunTalk
Jun 16, 2021 · Artificial Intelligence

Building and Applying Knowledge Graphs for Financial Asset Management with AI and Big Data

This article explains why the financial asset‑management industry needs a knowledge‑graph system, describes the AI‑driven intelligent investment‑research workflow, and details the cloud‑native big‑data ingestion platform, core graph‑construction technologies such as tag‑embedding, FinBERT‑based matching, extraction, entity linking, and knowledge fusion, culminating in a practical intelligent research assistant.

AIBig DataFinBERT
0 likes · 16 min read
Building and Applying Knowledge Graphs for Financial Asset Management with AI and Big Data
DataFunTalk
DataFunTalk
Oct 24, 2020 · Artificial Intelligence

FinBERT 1.0: An Open‑Source Chinese Financial Domain Pre‑trained BERT Model and Its Evaluation

FinBERT 1.0 is an open‑source Chinese BERT model pre‑trained on large‑scale financial corpora that achieves 2‑5 % F1 improvements across multiple downstream fintech tasks without additional tuning, demonstrating the value of domain‑specific pre‑training for natural language processing.

BERTDeep LearningFinBERT
0 likes · 14 min read
FinBERT 1.0: An Open‑Source Chinese Financial Domain Pre‑trained BERT Model and Its Evaluation