financial data

A Guardrail Framework for Sensitive Financial Information Protection: A Taxonomy-Driven Approach AAAI 2026 CoFinDiff: Controllable Financial Diffusion Model for Time Series Generation IJCAI 2025 FinDABench: Benchmarking Financial Data Analysis Ability of Large Language Models COLING 2025 KAHAN: Knowledge-Augmented Hierarchical Analysis and Narration for Financial Data Narration EMNLP 2025 SURF: A System to Unveil Explainable Risk Relations between Firms NAACL 2025 Trade When Opportunity Comes: Price Movement Forecasting via Locality-Aware Attention and Iterative Refinement Labeling IJCAI 2024 FinQA: A Dataset of Numerical Reasoning over Financial Data EMNLP 2021 Reinforcement-Learning Based Portfolio Management with Augmented Asset Movement Prediction States AAAI 2020 Regime Aware Learning PGM 2016 Gaussian Process Volatility Model NeurIPS 2014 Dynamic Covariance Models for Multivariate Financial Time Series ICML 2013 Discriminative Mixtures of Sparse Latent Fields for Risk Management AISTATS 2012