In-depth Analysis of LLM-based Schema Linking
- George Katsogiannis-meimarakis
- Katya Mirylenka
- et al.
- 2026
- EDBT 2026
Conference paper
Publications
21 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
PaperThe Consistency Hypothesis in Uncertainty Quantification for Large Language Models
- Quan Xiao
- Debarun Bhattacharjya
- et al.
- 2025
- UAI 2025
Conference paperTowards Reliable Conversational Data Analytics
- Sihem Amer-Yahia
- Jasmina Bogojeska
- et al.
- 2025
- EDBT 2025
Conference paperConsistency-based Black-box Uncertainty Quantification for Text-to-SQL
- Debarun Bhattacharjya
- Balaji Ganesan
- et al.
- 2024
- NeurIPS 2024
Workshop paperAdapting LLMs for Structured Natural Language API Integration
- Robin Chan
- Katya Mirylenka
- et al.
- 2024
- EMNLP 2024
Conference paperLeveraging Large Language Models for Natural Language to SQL Conversion
- Noah Hampp
- Katya Mirylenka
- 2024
- MML 2024
PosterFlowPilot: An LLM-powered system for enterprise data integration
- Enrico Toniato
- Abdel Labbi
- et al.
- 2023
- NeurIPS 2023
TalkReinforced Active Learning for Low-Resource, Domain-Specific, Multi-Label Text Classification
- Lukas Wertz
- Jasmina Bogojeska
- et al.
- 2023
- ACL 2023
PaperEvaluating 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
Short paper