Dmitry Zmitrovich

Research focus

Data Curation & Synthetic Data (1)Reasoning & Chain-of-Thought (1)Code Generation & Program Synthesis (1)Eval Frameworks & Benchmarks (1)

Frequent co-authors

Zhirayr Hayrapetyan (1)Andrei Kalmykov (1)Denis Kokosinskii (1)Dmitry Stanishevskii (1)

Papers (2)

Sep 9, 2026

Zhirayr Hayrapetyan +41w ago·also Affiliation:

Data-Centric Post-Training for Financial Reasoning: Mining, Distillation, and Verifiable Learning

Standard SFT degrades financial reasoning benchmarks by up to 4 percentage points, but pairing self-distillation with rule-verified GRPO transforms domain post-training from a capability tax into a 3-point gain.

Zhirayr Hayrapetyan, Andrei Kalmykov, Denis Kokosinskii +2

Data Curation & Synthetic Data Reasoning & Chain-of-Thought

Apr 16, 2026

Alexey Khoroshilov +9Apr 16, 2026

QuantCode-Bench: A Benchmark for Evaluating the Ability of Large Language Models to Generate Executable Algorithmic Trading Strategies

Trading strategy generation exposes LLMs' struggles with financial logic and API usage, revealing a critical gap in their coding capabilities.

Alexey Khoroshilov, A. Khoroshilov, A. Chernysh +7

Code Generation & Program Synthesis Eval Frameworks & Benchmarks Tool Use & Agents

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Dmitry Zmitrovich

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (2)