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Incorporating Fine-grained Events in Stock Movement Prediction

Deli Chen, Yanyan Zou, Keiko Harimoto, Ruihan Bao, Xuancheng Ren and Xu Sun. . In EMNLP-ECONLP, 2019

AI Trading & Research

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Deli Chen, Yanyan Zou, Keiko Harimoto, Ruihan Bao, Xuancheng Ren and Xu Sun. . In EMNLP-ECONLP, 2019

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nlptradingfinance

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https://www.aclweb.org/anthology/D19-5105 ↗

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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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