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Papers
Decoding the Market’s Pulse: Context-Enriched Agentic Retrieval Augmented Generation for Predicting Post-Earnings Price Shocks
EACL 2026
Multimodal Language Models for Financial Forecasting from Interleaved Sequences of Text and Time Series
IJCNLP 2025
Financial Forecasting from Textual and Tabular Time Series
EMNLP 2024
From GARCH to Neural Network for Volatility Forecast
AAAI 2024
Learning to Compare Financial Reports for Financial Forecasting
EACL 2024
LLMFactor: Extracting Profitable Factors through Prompts for Explainable Stock Movement Prediction
ACL 2024
Trade When Opportunity Comes: Price Movement Forecasting via Locality-Aware Attention and Iterative Refinement Labeling
IJCAI 2024
Exploring Hypergraph of Earnings Call for Risk Prediction (Student Abstract)
AAAI 2023
Measuring Consistency in Text-based Financial Forecasting Models
ACL 2023
Forecasting Asset Dependencies to Reduce Portfolio Risk
AAAI 2022
Guided Attention Multimodal Multitask Financial Forecasting with Inter-Company Relationships and Global and Local News
ACL 2022
NumHTML: Numeric-Oriented Hierarchical Transformer Model for Multi-Task Financial Forecasting
AAAI 2022
Risk Forecasting from Earnings Calls Acoustics and Network Correlations
Interspeech 2020
Enhancing Stock Movement Prediction with Adversarial Training
IJCAI 2019