Picture for Irina Piontkovskaya

Irina Piontkovskaya

Feature-Level Insights into Artificial Text Detection with Sparse Autoencoders

Add code
Mar 05, 2025
Viaarxiv icon

Quantifying Logical Consistency in Transformers via Query-Key Alignment

Add code
Feb 24, 2025
Viaarxiv icon

Commute Your Domains: Trajectory Optimality Criterion for Multi-Domain Learning

Add code
Jan 26, 2025
Figure 1 for Commute Your Domains: Trajectory Optimality Criterion for Multi-Domain Learning
Figure 2 for Commute Your Domains: Trajectory Optimality Criterion for Multi-Domain Learning
Figure 3 for Commute Your Domains: Trajectory Optimality Criterion for Multi-Domain Learning
Figure 4 for Commute Your Domains: Trajectory Optimality Criterion for Multi-Domain Learning
Viaarxiv icon

Robust AI-Generated Text Detection by Restricted Embeddings

Add code
Oct 10, 2024
Figure 1 for Robust AI-Generated Text Detection by Restricted Embeddings
Figure 2 for Robust AI-Generated Text Detection by Restricted Embeddings
Figure 3 for Robust AI-Generated Text Detection by Restricted Embeddings
Figure 4 for Robust AI-Generated Text Detection by Restricted Embeddings
Viaarxiv icon

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

Add code
Oct 03, 2024
Viaarxiv icon

Improving Interpretability and Robustness for the Detection of AI-Generated Images

Add code
Jun 21, 2024
Figure 1 for Improving Interpretability and Robustness for the Detection of AI-Generated Images
Figure 2 for Improving Interpretability and Robustness for the Detection of AI-Generated Images
Figure 3 for Improving Interpretability and Robustness for the Detection of AI-Generated Images
Figure 4 for Improving Interpretability and Robustness for the Detection of AI-Generated Images
Viaarxiv icon

Efficient Grammatical Error Correction Via Multi-Task Training and Optimized Training Schedule

Add code
Nov 20, 2023
Viaarxiv icon

GEC-DePenD: Non-Autoregressive Grammatical Error Correction with Decoupled Permutation and Decoding

Add code
Nov 14, 2023
Figure 1 for GEC-DePenD: Non-Autoregressive Grammatical Error Correction with Decoupled Permutation and Decoding
Figure 2 for GEC-DePenD: Non-Autoregressive Grammatical Error Correction with Decoupled Permutation and Decoding
Figure 3 for GEC-DePenD: Non-Autoregressive Grammatical Error Correction with Decoupled Permutation and Decoding
Figure 4 for GEC-DePenD: Non-Autoregressive Grammatical Error Correction with Decoupled Permutation and Decoding
Viaarxiv icon

Artificial Text Boundary Detection with Topological Data Analysis and Sliding Window Techniques

Add code
Nov 14, 2023
Viaarxiv icon

Sinkhorn Transformations for Single-Query Postprocessing in Text-Video Retrieval

Add code
Nov 14, 2023
Viaarxiv icon