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Alexey Dontsov

therem

somvy

AI & ML interests

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Recent Activity

upvoted a paper 3 days ago

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

upvoted a paper 4 days ago

Geopolitical biases in LLMs: what are the "good" and the "bad" countries according to contemporary language models

upvoted a paper 6 days ago

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

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therem's activity

upvoted a paper 3 days ago

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

Paper • 2506.06395 • Published 9 days ago • 105

upvoted a paper 4 days ago

Geopolitical biases in LLMs: what are the "good" and the "bad" countries according to contemporary language models

Paper • 2506.06751 • Published 8 days ago • 65

upvoted a paper 6 days ago

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

Paper • 2505.21115 • Published 19 days ago • 124

upvoted a paper 10 days ago

AmbiK: Dataset of Ambiguous Tasks in Kitchen Environment

Paper • 2506.04089 • Published 11 days ago • 45

upvoted an article about 2 months ago

Article

Process Reinforcement through Implicit Rewards

and 1 other •

Jan 3

• 28

upvoted a collection about 2 months ago

InternLM2-Math

Collection

16 items • Updated Feb 11 • 9

upvoted a paper about 2 months ago

TTRL: Test-Time Reinforcement Learning

Paper • 2504.16084 • Published Apr 22 • 115

upvoted 2 papers 2 months ago

Learn Your Reference Model for Real Good Alignment

Paper • 2404.09656 • Published Apr 15, 2024 • 88

ProcessBench: Identifying Process Errors in Mathematical Reasoning

Paper • 2412.06559 • Published Dec 9, 2024 • 83

upvoted 4 papers 3 months ago

Aether: Geometric-Aware Unified World Modeling

Paper • 2503.18945 • Published Mar 24 • 28

I Have Covered All the Bases Here: Interpreting Reasoning Features in Large Language Models via Sparse Autoencoders

Paper • 2503.18878 • Published Mar 24 • 118

One-Step Residual Shifting Diffusion for Image Super-Resolution via Distillation

Paper • 2503.13358 • Published Mar 17 • 96

RuCCoD: Towards Automated ICD Coding in Russian

Paper • 2502.21263 • Published Feb 28 • 133

upvoted 3 papers 4 months ago

LLM-Microscope: Uncovering the Hidden Role of Punctuation in Context Memory of Transformers

Paper • 2502.15007 • Published Feb 20 • 175

How Much Knowledge Can You Pack into a LoRA Adapter without Harming LLM?

Paper • 2502.14502 • Published Feb 20 • 91

Cramming 1568 Tokens into a Single Vector and Back Again: Exploring the Limits of Embedding Space Capacity

Paper • 2502.13063 • Published Feb 18 • 73

upvoted a collection 4 months ago

🧠 Reasoning datasets

Collection

Datasets with reasoning traces for math and code released by the community • 24 items • Updated 27 days ago • 151

upvoted 3 papers 4 months ago