MIKHAIL BURTSEV

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upvoted a collection 5 months ago

DNA language models

Collection

11 items • Updated Apr 17 • 10

upvoted a paper 6 months ago

GradMem: Learning to Write Context into Memory with Test-Time Gradient Descent

Paper • 2603.13875 • Published Mar 14 • 36

upvoted a paper 10 months ago

Wikontic: Constructing Wikidata-Aligned, Ontology-Aware Knowledge Graphs with Large Language Models

Paper • 2512.00590 • Published Nov 29, 2025 • 52

upvoted an article 11 months ago

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Article

Arc Virtual Cell Challenge: A Primer

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FL33TW00D-HF, abhinadduri

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Jul 18, 2025

• 68

upvoted a paper 12 months ago

AutoIntent: AutoML for Text Classification

Paper • 2509.21138 • Published Sep 25, 2025 • 37

upvoted 2 papers about 1 year ago

Limitations of Normalization in Attention Mechanism

Paper • 2508.17821 • Published Aug 25, 2025 • 8

Beyond Memorization: Extending Reasoning Depth with Recurrence, Memory and Test-Time Compute Scaling

Paper • 2508.16745 • Published Aug 22, 2025 • 29

upvoted an article over 1 year ago

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Article

You could have designed state of the art positional encoding

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FL33TW00D-HF

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Nov 25, 2024

• 500

upvoted 3 papers over 1 year ago

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

Paper • 2502.13063 • Published Feb 18, 2025 • 74

DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Paper • 2501.12948 • Published Jan 22, 2025 • 463

SRMT: Shared Memory for Multi-agent Lifelong Pathfinding

Paper • 2501.13200 • Published Jan 22, 2025 • 70

upvoted 4 papers about 2 years ago

Associative Recurrent Memory Transformer

Paper • 2407.04841 • Published Jul 5, 2024 • 35

AriGraph: Learning Knowledge Graph World Models with Episodic Memory for LLM Agents

Paper • 2407.04363 • Published Jul 5, 2024 • 34

Complexity of Symbolic Representation in Working Memory of Transformer Correlates with the Complexity of a Task

Paper • 2406.14213 • Published Jun 20, 2024 • 21

BABILong: Testing the Limits of LLMs with Long Context Reasoning-in-a-Haystack

Paper • 2406.10149 • Published Jun 14, 2024 • 52

upvoted a paper over 2 years ago

In Search of Needles in a 10M Haystack: Recurrent Memory Finds What LLMs Miss

Paper • 2402.10790 • Published Feb 16, 2024 • 42