MIKHAIL BURTSEV

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upvoted a paper about 1 month ago

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

Paper • 2512.00590 • Published Nov 29, 2025 • 45

upvoted an article 3 months ago

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Article

Arc Virtual Cell Challenge: A Primer

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Jul 18, 2025

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63

upvoted a paper 3 months ago

AutoIntent: AutoML for Text Classification

Paper • 2509.21138 • Published Sep 25, 2025 • 36

upvoted 2 papers 4 months ago

Limitations of Normalization in Attention Mechanism

Paper • 2508.17821 • Published Aug 25, 2025 • 7

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

Paper • 2508.16745 • Published Aug 22, 2025 • 29

upvoted an article 7 months ago

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Article

You could have designed state of the art positional encoding

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Nov 25, 2024

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429

upvoted a paper 11 months 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 • 73

upvoted 2 papers 12 months ago

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

Paper • 2501.12948 • Published Jan 22, 2025 • 434

SRMT: Shared Memory for Multi-agent Lifelong Pathfinding

Paper • 2501.13200 • Published Jan 22, 2025 • 69

upvoted 4 papers over 1 year 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 • 33

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 collection over 1 year ago

DNA language models

Collection

9 items • Updated Apr 17, 2024 • 8

upvoted a paper almost 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