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Leveraging BERT to Improve the FEARS Index for Stock Forecasting

Linyi Yang, Ruihai Dong, Tin Lok James Ng and Yang Xu. . In FinNLP, 2019

AI Trading & Research

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Linyi Yang, Ruihai Dong, Tin Lok James Ng and Yang Xu. . In FinNLP, 2019

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nlptradingfinance

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https://www.aclweb.org/anthology/W19-5509 ↗

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GitHub · icoxfog417/awesome-financial-nlp ↗

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Agent Trading Arena

aclanthology.org

Agent Trading Arena probes numerical understanding of LLM-based trading agents in a zero-sum market simulation

Published: Nov 2025
Authors: 7

benchmarkllmagents

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InvestorBench

aclanthology.org

InvestorBench evaluates LLM-based agents on financial decision-making tasks across multiple asset classes and markets

Published: Jul 2025
Authors: 14

benchmarkllmagents

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FinMTEB

aclanthology.org

FinMTEB is a finance-specific massive text embedding benchmark with 64 datasets across seven financial NLP task types

Published: Nov 2025
Authors: 2

benchmarkembeddingsfinance

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Agent Trading Arena

InvestorBench

FinMTEB

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