Andrey Bout

5 papers · 2021–2025 · 3 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

Jump to papers ↓

🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (15)

Venues

ACL (2) EMNLP (2) AAAI (1)

Top co-authors

Sergey Nikolenko (4) Irina Piontkovskaya (4) Alexander Podolskiy (3) Konstantin Yakovlev (2) Dmitry Lipin (1) Gregory Polyakov (1) Ivan Sedykh (1) Ekaterina Artemova (1) Dmitry Abulkhanov (1) Ilseyar Alimova (1)

Research topics

Natural Language Processing (4) Artificial Intelligence (3) Deep Learning (3) Machine Learning (3) Core AI (3) Learning Types · Deep Learning (3) Core Methods (2) Generation (2) Learning Types · Machine Learning (2) Resources & Methods (2) Application Areas (1) Optimization & Theory (1)

Keywords

grammatical error correction (2) large language model (2) out-of-domain detection (1) intent classification (1) synthetic data generation (1) instruction tuning (1) reject option (1) mahalanobis distance (1) denoising autoencoder (1) synthetic data (1) tool use (1) tool selection (1) model efficiency (1) sequence to sequence (1) tool learning (1) error recovery (1) numerical reasoning (1) chain of thought (1) multi-task training (1) multi-step reasoning (1)

Papers

ToolReflection: Improving Large Language Models for Real-World API Calls with Self-Generated Data ACL 2025 Toolken+: Improving LLM Tool Usage with Reranking and a Reject Option EMNLP 2024 Efficient Grammatical Error Correction Via Multi-Task Training and Optimized Training Schedule EMNLP 2023 GEC-DePenD: Non-Autoregressive Grammatical Error Correction with Decoupled Permutation and Decoding ACL 2023 Revisiting Mahalanobis Distance for Transformer-Based Out-of-Domain Detection AAAI 2021