Petr Babkin
8 papers · 2017–2026 · 7 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Silver
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Gold
🗺️
Taxonomy Completionist
(21)
🌈
Renaissance Researcher
(5)
Top co-authors
Research topics
Artificial Intelligence
(6)
Core AI
(6)
Machine Learning
(4)
Natural Language Processing
(4)
Computer Science
(2)
Computer Vision
(2)
Applications · Computer Science
(2)
Domain-Specific
(2)
Generation
(2)
Learning Types
(2)
Resources & Methods
(2)
Deep Learning
(1)
Mathematics & Optimization
(1)
Application Areas
(1)
Applications · Natural Language Processing
(1)
Keywords
large language model
(4)
document understanding
(2)
multi-task learning
(1)
visual question answering
(1)
information extraction
(1)
prompt engineering
(1)
named entity recognition
(1)
multimodal learning
(1)
convergence analysis
(1)
paraphrase generation
(1)
distributed optimization
(1)
document classification
(1)
markov chain
(1)
human feedback
(1)
gradient compression
(1)
copyright protection
(1)
bounding box
(1)
execution trace
(1)
code model
(1)
code decompilation
(1)
Papers
Markovian Compression: Looking to the Past Helps Accelerate the Future
UAI 2026
Perturb Your Data: Paraphrase-Guided Training Data Watermarking
AAAI 2026
BuDDIE: A Business Document Dataset for Multi-task Information Extraction
COLING 2025
Nova: Generative Language Models for Assembly Code with Hierarchical Attention and Contrastive Learning
ICLR 2025
Towards Effectively Leveraging Execution Traces for Program Repair with Code LLMs
NAACL 2025
DocLLM: A Layout-Aware Generative Language Model for Multimodal Document Understanding
ACL 2024
ReportGPT: Human-in-the-loop Verifiable Table-to-Text Generation
EMNLP 2024
Fast Forward Through Opportunistic Incremental Meaning Representation Construction
ACL 2017