Andrey Bout
5 papers · 2021–2025 · 3 conferences · across top CS/AI conferences
Achievements
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Conference Polyglot
(3)
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Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(16)
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Keyword Pioneer
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Cross-Pollinator
(15)
Conferences
ACL (2)
EMNLP (2)
AAAI (1)
Top co-authors
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 datum
(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
GEC-DePenD: Non-Autoregressive Grammatical Error Correction with Decoupled Permutation and Decoding
ACL 2023
Efficient Grammatical Error Correction Via Multi-Task Training and Optimized Training Schedule
EMNLP 2023
Revisiting Mahalanobis Distance for Transformer-Based Out-of-Domain Detection
AAAI 2021