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time series forecasting (3) multimodal learning (3) financial forecasting (1) abstract concept (1) large language model (1) multimodal time series (1) earnings prediction (1) text transformation (1) textual series data (1) numerical series data (1)

Papers

ChatTime: A Unified Multimodal Time Series Foundation Model Bridging Numerical and Textual Data AAAI 2025 Financial Forecasting from Textual and Tabular Time Series EMNLP 2024 From Pink and Blue to a Rainbow Hue! Defying Gender Bias through Gender Neutralizing Text Transformations IJCAI 2024 Time-MMD: Multi-Domain Multimodal Dataset for Time Series Analysis NeurIPS 2024 Beyond Model Interpretability: On the Faithfulness and Adversarial Robustness of Contrastive Textual Explanations EMNLP 2022 Some Reflections on Drawing Causal Inference using Textual Data: Parallels Between Human Subjects and Organized Texts CLeaR 2022 Textual Data Augmentation for Efficient Active Learning on Tiny Datasets EMNLP 2020 DISCO: A System Leveraging Semantic Search in Document Review COLING 2016