Publications

20 results for Katya Mirylenka

SIMBA UQ: Similarity-Based Aggregation for Uncertainty Quantification in Large Language Models
- - Debarun Bhattacharjya
  - Balaji Ganesan
  - et al.
- 2025
- EMNLP 2025
The Consistency Hypothesis in Uncertainty Quantification for Large Language Models
- - Quan Xiao
  - Debarun Bhattacharjya
  - et al.
- 2025
- UAI 2025
Towards Reliable Conversational Data Analytics
- - Sihem Amer-yahia
  - Jasmina Bogojeska
  - et al.
- 2025
- EDBT 2025
Consistency-based Black-box Uncertainty Quantification for Text-to-SQL
- - Debarun Bhattacharjya
  - Balaji Ganesan
  - et al.
- 2024
- NeurIPS 2024
Adapting LLMs for Structured Natural Language API Integration
- - Robin Chan
  - Katya Mirylenka
  - et al.
- 2024
- EMNLP 2024
Leveraging Large Language Models for Natural Language to SQL Conversion
- - Noah Hampp
  - Katya Mirylenka
- 2024
- MML 2024
FlowPilot: An LLM-powered system for enterprise data integration
- - Enrico Toniato
  - Abdel Labbi
  - et al.
- 2023
- NeurIPS 2023
Reinforced Active Learning for Low-Resource, Domain-Specific, Multi-Label Text Classification
- - Lukas Wertz
  - Jasmina Bogojeska
  - et al.
- 2023
- ACL 2023
Evaluating Pre-Trained Sentence-BERT with Class Embeddings in Active Learning for Multi-Label Text Classification
- - Lukas Wertz
  - Jasmina Bogojeska
  - et al.
- 2022
- AACL-IJCNLP 2022
Investigating Active Learning Sampling Strategies for Extreme Multi Label Text Classification
- - Lukas Wertz
  - Katsiaryna Mirylenka
  - et al.
- 2022
- LREC 2022