Multimodal Evaluation of Russian-language Architectures Paper • 2511.15552 • Published Nov 19, 2025 • 78
Don't Blind Your VLA: Aligning Visual Representations for OOD Generalization Paper • 2510.25616 • Published Oct 29, 2025 • 95
The Rogue Scalpel: Activation Steering Compromises LLM Safety Paper • 2509.22067 • Published Sep 26, 2025 • 27
When Models Lie, We Learn: Multilingual Span-Level Hallucination Detection with PsiloQA Paper • 2510.04849 • Published Oct 6, 2025 • 114
OrtSAE: Orthogonal Sparse Autoencoders Uncover Atomic Features Paper • 2509.22033 • Published Sep 26, 2025 • 18
When Punctuation Matters: A Large-Scale Comparison of Prompt Robustness Methods for LLMs Paper • 2508.11383 • Published Aug 15, 2025 • 41
HeroBench: A Benchmark for Long-Horizon Planning and Structured Reasoning in Virtual Worlds Paper • 2508.12782 • Published Aug 18, 2025 • 25
SONAR-LLM: Autoregressive Transformer that Thinks in Sentence Embeddings and Speaks in Tokens Paper • 2508.05305 • Published Aug 7, 2025 • 46
DreamBoothDPO: Improving Personalized Generation using Direct Preference Optimization Paper • 2505.20975 • Published May 27, 2025 • 36
Confidence Is All You Need: Few-Shot RL Fine-Tuning of Language Models Paper • 2506.06395 • Published Jun 5, 2025 • 133
Geopolitical biases in LLMs: what are the "good" and the "bad" countries according to contemporary language models Paper • 2506.06751 • Published Jun 7, 2025 • 71
Will It Still Be True Tomorrow? Multilingual Evergreen Question Classification to Improve Trustworthy QA Paper • 2505.21115 • Published May 27, 2025 • 140
AmbiK: Dataset of Ambiguous Tasks in Kitchen Environment Paper • 2506.04089 • Published Jun 4, 2025 • 47
Exploring the Latent Capacity of LLMs for One-Step Text Generation Paper • 2505.21189 • Published May 27, 2025 • 61
Through the Looking Glass: Common Sense Consistency Evaluation of Weird Images Paper • 2505.07704 • Published May 12, 2025 • 29
Feature-Level Insights into Artificial Text Detection with Sparse Autoencoders Paper • 2503.03601 • Published Mar 5, 2025 • 232
MoM: Linear Sequence Modeling with Mixture-of-Memories Paper • 2502.13685 • Published Feb 19, 2025 • 36