Aleksander Ficek
4 papers · 2022–2026 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(16)
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The Questioner
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Research topics
Machine Learning
(3)
Artificial Intelligence
(2)
Deep Learning
(2)
Natural Language Processing
(2)
Core AI
(2)
Learning Types · Machine Learning
(2)
Application Areas
(1)
Architectures
(1)
Generation
(1)
Learning Paradigms
(1)
Learning Types · Deep Learning
(1)
Models
(1)
Resources & Methods
(1)
Understanding
(1)
Keywords
large language model
(3)
weakly supervised learning
(1)
named entity recognition
(1)
code generation
(1)
weak supervision
(1)
synthetic data generation
(1)
instruction tuning
(1)
parameter-efficient fine-tuning
(1)
low-rank adaptation
(1)
evolutionary algorithm
(1)
retrieval-augmented generation
(1)
genetic algorithm
(1)
llm alignment
(1)
emerging topic
(1)
competitive programming
(1)
test-time compute
(1)
open-weight model
(1)
covid-19 news
(1)
behavioral clustering
(1)
transfer learning
(1)
Papers
Scaling Test-Time Compute to Achieve IOI Gold Medal with Open-Weight Models
ACL 2026
Genetic Instruct: Scaling up Synthetic Generation of Coding Instructions for Large Language Models
ACL 2025
GPT vs RETRO: Exploring the Intersection of Retrieval and Parameter-Efficient Fine-Tuning
EMNLP 2024
How to tackle an emerging topic? Combining strong and weak labels for Covid news NER
AACL 2022