Aydar Bulatov

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authored 2 papers about 2 months ago

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

Paper • 2508.16745 • Published Aug 22, 2025 • 29

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

Paper • 2512.00590 • Published Nov 29, 2025 • 47

authored 3 papers 11 months ago

Associative Recurrent Memory Transformer

Paper • 2407.04841 • Published Jul 5, 2024 • 35

Long Input Benchmark for Russian Analysis

Paper • 2408.02439 • Published Aug 5, 2024

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

authored a paper over 1 year ago

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

Paper • 2406.10149 • Published Jun 14, 2024 • 52

authored 4 papers 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

Better Together: Enhancing Generative Knowledge Graph Completion with Language Models and Neighborhood Information

Paper • 2311.01326 • Published Nov 2, 2023 • 4

Recurrent Memory Transformer

Paper • 2207.06881 • Published Jul 14, 2022 • 1

Scaling Transformer to 1M tokens and beyond with RMT

Paper • 2304.11062 • Published Apr 19, 2023 • 3