JetBrains

company

Verified

https://www.jetbrains.com/

AI & ML interests

Reliable and context-aware coding assistance

Papers

The Best of N Worlds: Aligning Reinforcement Learning with Best-of-N Sampling via max@k Optimisation

Mellum: Production-Grade in-IDE Contextual Code Completion with Multi-File Project Understanding

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authored a paper 4 months ago

The Best of N Worlds: Aligning Reinforcement Learning with Best-of-N Sampling via max@k Optimisation

Paper • 2510.23393 • Published Oct 27, 2025 • 21

Liqs

authored a paper 5 months ago

The Complexity Trap: Simple Observation Masking Is as Efficient as LLM Summarization for Agent Context Management

Paper • 2508.21433 • Published Aug 29, 2025 • 7

authored a paper 5 months ago

Automating the Detection of Code Vulnerabilities by Analyzing GitHub Issues

Paper • 2501.05258 • Published Jan 9, 2025

authored a paper 5 months ago

PIPer: On-Device Environment Setup via Online Reinforcement Learning

Paper • 2509.25455 • Published Sep 29, 2025 • 38

authored a paper 7 months ago

TreeRanker: Fast and Model-agnostic Ranking System for Code Suggestions in IDEs

Paper • 2508.02455 • Published Aug 4, 2025 • 3

authored a paper over 1 year ago

Towards Realistic Evaluation of Commit Message Generation by Matching Online and Offline Settings

Paper • 2410.12046 • Published Oct 15, 2024

authored a paper over 1 year ago

Long Code Arena: a Set of Benchmarks for Long-Context Code Models

Paper • 2406.11612 • Published Jun 17, 2024 • 25

authored 2 papers over 1 year ago

Long Code Arena: a Set of Benchmarks for Long-Context Code Models

Paper • 2406.11612 • Published Jun 17, 2024 • 25

On The Importance of Reasoning for Context Retrieval in Repository-Level Code Editing

Paper • 2406.04464 • Published Jun 6, 2024

Ar4l

authored a paper almost 2 years ago

A Transformer-Based Approach for Smart Invocation of Automatic Code Completion

Paper • 2405.14753 • Published May 23, 2024

authored a paper over 2 years ago

From Commit Message Generation to History-Aware Commit Message Completion

Paper • 2308.07655 • Published Aug 15, 2023

authored a paper over 2 years ago

Out of the BLEU: how should we assess quality of the Code Generation models?

Paper • 2208.03133 • Published Aug 5, 2022 • 2