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Irina Piontkovskaya

Feature-Level Insights into Artificial Text Detection with Sparse Autoencoders

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Mar 05, 2025
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Quantifying Logical Consistency in Transformers via Query-Key Alignment

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Feb 24, 2025
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Commute Your Domains: Trajectory Optimality Criterion for Multi-Domain Learning

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Jan 26, 2025
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Robust AI-Generated Text Detection by Restricted Embeddings

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Oct 10, 2024
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Listening to the Wise Few: Select-and-Copy Attention Heads for Multiple-Choice QA

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Oct 03, 2024
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Improving Interpretability and Robustness for the Detection of AI-Generated Images

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Jun 21, 2024
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Efficient Grammatical Error Correction Via Multi-Task Training and Optimized Training Schedule

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Nov 20, 2023
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Sinkhorn Transformations for Single-Query Postprocessing in Text-Video Retrieval

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Nov 14, 2023
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Artificial Text Boundary Detection with Topological Data Analysis and Sliding Window Techniques

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Nov 14, 2023
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GEC-DePenD: Non-Autoregressive Grammatical Error Correction with Decoupled Permutation and Decoding

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Nov 14, 2023
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