Robert Belanec
4 papers · 2024–2026 · 2 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓
🌍
Conference Polyglot
(2)
🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🐝
Cross-Pollinator
(15)
Conferences
EACL (3)
EMNLP (1)
Keywords
large language model
(3)
parameter-efficient fine-tuning
(3)
text classification
(1)
knowledge distillation
(1)
low-resource language
(1)
synthetic datum
(1)
noise regularization
(1)
pre-trained language model
(1)
model interpolation
(1)
multilingual classification
(1)
noisy interpolation
(1)
fine-tuning instability
(1)
model instability
(1)
model compression
(1)
delayed ensemble
(1)
ensemble learning
(1)
Papers
PEFT-Bench: A Parameter-Efficient Fine-Tuning Methods Benchmark
EACL 2026
PEFT-Factory: Unified Parameter-Efficient Fine-Tuning of Autoregressive Large Language Models
EACL 2026
Better as Generators Than Classifiers: Leveraging LLMs and Synthetic Data for Low-Resource Multilingual Classification
EACL 2026
Fighting Randomness with Randomness: Mitigating Optimisation Instability of Fine-Tuning using Delayed Ensemble and Noisy Interpolation
EMNLP 2024