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Georgios Kollias

Can Memory-Augmented Language Models Generalize on Reasoning-in-a-Haystack Tasks?

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Mar 10, 2025
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EpMAN: Episodic Memory AttentioN for Generalizing to Longer Contexts

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Feb 20, 2025
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Large Language Models can be Strong Self-Detoxifiers

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Oct 04, 2024
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Generation Constraint Scaling Can Mitigate Hallucination

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Jul 23, 2024
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Needle in the Haystack for Memory Based Large Language Models

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Jul 01, 2024
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Larimar: Large Language Models with Episodic Memory Control

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Mar 18, 2024
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Learning Granger Causality from Instance-wise Self-attentive Hawkes Processes

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Feb 06, 2024
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Cardinality-Regularized Hawkes-Granger Model

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Aug 23, 2022
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Directed Graph Auto-Encoders

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Feb 25, 2022
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Projection techniques to update the truncated SVD of evolving matrices

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Oct 13, 2020
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