#stock prediction
topicstock prediction
3 papers · 1 filter
cs.CL2026
Beyond Sentiment: Structured Information Extraction from Financial News
Daohan Zhu, Sitong Ge, Ruofei Wang +4
The paper proposes a framework that uses a large language model to extract multiple semantic dimensions (event type, impact scope, temporal horizon, confidence, etc.) from financia…
cs.CE2026
CoLAS: Multimodal Corroboration of Latent Asset Signals for Financial Trading
Yanzheng Jin, Pengyang Shao, Xiaohao Liu +3
CoLAS is a multimodal learning framework that extracts trading signals by identifying and reinforcing shared information across price data, news, and sentiment, improving robustnes…
cs.CL2026
Fin-Analyst at FinMMEval 2026 Task 3: A Live Hybrid Trading Agent with LLM Specialists and Rule-Based Signals
Mohotarema Rashid, Lingzi Hong, Junhua Ding +1
The paper presents Fin-Analyst, a hybrid trading system that combines eight specialist large language model pipelines with a meta‑agent for Tesla stock and a rule‑based voting sche…