Global ETD Search
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Showing 1 to 4 of 4 for “"Claim Verification"”.
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Explainable Neural Claim Verification Using Rationalization
… which is a significant challenge. Although claim verification techniques exist, they lack proper explainability. Numerical scores such as Attention and Lime and visualization techniques such as saliency heat maps are insufficient because they require specialized knowledge. It is inaccessible …
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Multimodal learning and language models for enhanced knowledge representations
… generalizability, particularly for tasks such as claim verification and evidence retrieval. The third contribution introduces TabMDA, a Transformer-based manifold data augmentation method for tabular data, leveraging pretrained Transformer encoders in combination with an advanced in-context …
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Modeling and predicting trustworthiness of online textual information
… new dynamics, it is important to validate online claims and distinguish fact from fiction. My research tries to address the challenges in modeling trustworthiness of free-text claims. In this dissertation, I present the need for research on trustworthiness of online information and argue for going …
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Reasoning beyond scale: Structured inference for small language models
Submission published under a 24 month embargo labeled 'U of I Access', the embargo will last until 2027-05-01