F2Agent, a hierarchy of specialized LLM and Transformer agents with adaptive cross-modal attention and consistency regularization, is reported to beat 16 trading baselines on six assets, though appendix results from an unnamed model contradict the claim.
C DETAILS OFPROBLEMFORMULATION In addition to numerical modalities, we incorporate textual news
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.MA 1years
2026 1verdicts
REJECT 1representative citing papers
citing papers explorer
-
F$^2$Agent: Financial Fusion of Agentic Intelligence for Multimodal Trading
F2Agent, a hierarchy of specialized LLM and Transformer agents with adaptive cross-modal attention and consistency regularization, is reported to beat 16 trading baselines on six assets, though appendix results from an unnamed model contradict the claim.