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Linhan Wang

3 accepted papers

2024

AMA-LSTM: Pioneering Robust and Fair Financial Audio Analysis for Stock Volatility Prediction

NAACL 2024industry

Stock volatility prediction is an important task in the financial industry. Recent multimodal methods have shown advanced results by combining text and audio information, such as earnings calls. However, these multimodal methods have faced two drawbacks. First, they often fail to yield reliable mode…

2024

Can LLM Find the Green Circle? Investigation and Human-Guided Tool Manipulation for Compositional Generalization

ICASSP 2024accepted

The meaning of complex phrases in natural language is composed of their individual components. The task of compositional generalization evaluates a model’s ability to understand new combinations of components. Previous studies trained smaller, task-specific models, which exhibited poor generalizatio…

Cited by 0SourceScholar
2024

DC-Gaussian: Improving 3D Gaussian Splatting for Reflective Dash Cam Videos

NeurIPS 2024poster

We present DC-Gaussian, a new method for generating novel views from in-vehicle dash cam videos. While neural rendering techniques have made significant strides in driving scenarios, existing methods are primarily designed for videos collected by autonomous vehicles. However, these videos are limite…