Branislav Pecher
12 papers · 2022–2026 · 5 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (15) πΊοΈ Taxonomy Completionist (25) π§ Keyword Pioneer π Conference Polyglot (4) π Renaissance Researcher (5)
π
Interdisciplinary Bridge
π€
Dynamic Duo
(11)
π
Century Club
(12)
π₯
Unstoppable
(5)
Conferences
EMNLP (4)
EACL (3)
ACL (2)
IJCAI (2)
SEMEVAL (1)
Top co-authors
Keywords
text classification
(5)
few-shot learning
(4)
large language model
(3)
multilingual text classification
(2)
persuasion detection
(2)
low-resource language
(2)
parameter-efficient fine-tuning
(2)
in-context learning
(2)
text augmentation
(2)
transfer learning
(2)
limited labelled datum
(2)
knowledge distillation
(1)
model selection
(1)
sample selection
(1)
downstream performance
(1)
synthetic data generation
(1)
pre-trained language model
(1)
noise regularization
(1)
data augmentation
(1)
synthetic datum
(1)
Papers
Better as Generators Than Classifiers: Leveraging LLMs and Synthetic Data for Low-Resource Multilingual Classification
EACL 2026
PEFT-Bench: A Parameter-Efficient Fine-Tuning Methods Benchmark
EACL 2026
RoSE: Round-robin Synthetic Data Evaluation for Selecting LLM Generators without Human Test Sets
EACL 2026
Comparing Specialised Small and General Large Language Models on Text Classification: 100 Labelled Samples to Achieve Break-Even Performance
EMNLP 2025
Use Random Selection for Now: Investigation of Few-Shot Selection Strategies in LLM-based Text Augmentation
EMNLP 2025
On Sensitivity of Learning with Limited Labelled Data to the Effects of Randomness: Impact of Interactions and Systematic Choices
EMNLP 2024
Fighting Randomness with Randomness: Mitigating Optimisation Instability of Fine-Tuning using Delayed Ensemble and Noisy Interpolation
EMNLP 2024
Effects of diversity incentives on sample diversity and downstream model performance in LLM-based text augmentation
ACL 2024
KInITVeraAI at SemEval-2023 Task 3: Simple yet Powerful Multilingual Fine-Tuning for Persuasion Techniques Detection
ACL 2023
KInITVeraAI at SemEval-2023 Task 3: Simple yet Powerful Multilingual Fine-Tuning for Persuasion Techniques Detection
SEMEVAL 2023
Transferability and Stability of Learning with Limited Labelled Data in Multilingual Text Document Classification
IJCAI 2022
Black-box Audit of YouTube's Video Recommendation: Investigation of Misinformation Filter Bubble Dynamics (Extended Abstract)
IJCAI 2022