Agent Trading Arena
aclanthology.orgAgent Trading Arena probes numerical understanding of LLM-based trading agents in a zero-sum market simulation
- Published
- Nov 2025
- Authors
- 7
Repository / RESOURCE PROFILE
End-to-end NLP pipeline that ingests S&P 500 earnings-call transcripts, extracts and cleans speaker blocks, infers roles, and scores sentiment with VADER + FinBERT (with confidence). Outputs Power BI-ready call/role KPIs and an interactive dashboard with…
End-to-end NLP pipeline that ingests S&P 500 earnings-call transcripts, extracts and cleans speaker blocks, infers roles, and scores sentiment with VADER + FinBERT (with confidence). Outputs Power BI-ready call/role KPIs and an interactive dashboard with…
Source: GitHub API · observed Oct 11, 2026. Stars and forks are recorded counts. Repository code licenses may differ from dataset or model-weight licenses.
References explain how this resource entered the collection. They do not represent an endorsement.
Agent Trading Arena probes numerical understanding of LLM-based trading agents in a zero-sum market simulation
InvestorBench evaluates LLM-based agents on financial decision-making tasks across multiple asset classes and markets
FinMTEB is a finance-specific massive text embedding benchmark with 64 datasets across seven financial NLP task types