Artem Shelmanov's picture

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Artem Shelmanov

Artem

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https://iinemo.github.io

AI & ML interests

Nlp, deep learning, transformers, uncertainty

Organizations

upvoted 3 papers 2 months ago

Surfer-H Meets Holo1: Cost-Efficient Web Agent Powered by Open Weights

Paper • 2506.02865 • Published Jun 3 • 31

Confidence Is All You Need: Few-Shot RL Fine-Tuning of Language Models

Paper • 2506.06395 • Published Jun 5 • 129

Will It Still Be True Tomorrow? Multilingual Evergreen Question Classification to Improve Trustworthy QA

Paper • 2505.21115 • Published May 27 • 139

upvoted a paper 3 months ago

cadrille: Multi-modal CAD Reconstruction with Online Reinforcement Learning

Paper • 2505.22914 • Published May 28 • 35

upvoted 2 papers 5 months ago

When Less is Enough: Adaptive Token Reduction for Efficient Image Representation

Paper • 2503.16660 • Published Mar 20 • 73

RuCCoD: Towards Automated ICD Coding in Russian

Paper • 2502.21263 • Published Feb 28 • 133

upvoted a paper 6 months ago

SynthDetoxM: Modern LLMs are Few-Shot Parallel Detoxification Data Annotators

Paper • 2502.06394 • Published Feb 10 • 90

upvoted a paper 8 months ago

Unraveling the Complexity of Memory in RL Agents: an Approach for Classification and Evaluation

Paper • 2412.06531 • Published Dec 9, 2024 • 73

upvoted a paper 9 months ago

Impact of Tokenization on LLaMa Russian Adaptation

Paper • 2312.02598 • Published Dec 5, 2023 • 7

upvoted 2 papers about 1 year ago

LLM-DetectAIve: a Tool for Fine-Grained Machine-Generated Text Detection

Paper • 2408.04284 • Published Aug 8, 2024 • 26

Vikhr: The Family of Open-Source Instruction-Tuned Large Language Models for Russian

Paper • 2405.13929 • Published May 22, 2024 • 54