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Vincent Guigue

Clarifying Ambiguities: on the Role of Ambiguity Types in Prompting Methods for Clarification Generation

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Apr 16, 2025
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Drought forecasting using a hybrid neural architecture for integrating time series and static data

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Apr 08, 2025
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Towards Lighter and Robust Evaluation for Retrieval Augmented Generation

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Mar 20, 2025
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SCOPE: A Self-supervised Framework for Improving Faithfulness in Conditional Text Generation

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Feb 19, 2025
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LOCOST: State-Space Models for Long Document Abstractive Summarization

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Jan 31, 2024
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Navigating Uncertainty: Optimizing API Dependency for Hallucination Reduction in Closed-Book Question Answering

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Jan 03, 2024
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Interpretable time series neural representation for classification purposes

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Oct 25, 2023
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Improving generalization in large language models by learning prefix subspaces

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Oct 24, 2023
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Of Spiky SVDs and Music Recommendation

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Jun 30, 2023
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Time Series Continuous Modeling for Imputation and Forecasting with Implicit Neural Representations

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Jun 12, 2023
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