Consistency-based Black-box Uncertainty Quantification for Text-to-SQL
- Debarun Bhattacharjya
- Balaji Ganesan
- et al.
- 2024
- NeurIPS 2024
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17 results for Katya Mirylenka
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
- 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
Siamese Graph Convolutional Networks for Data Integration
- Evgeny Krivosheev
- Mattia Atzeni
- et al.
- 2021
- ECML PKDD 2021
Business Entity Matching with Siamese Graph Convolutional Networks
- Evgeny Krivosheev
- Mattia Atzeni
- et al.
- 2021
- AAAI 2021
Fast Record Linkage for Company Entities
- Thomas Gschwind
- Christoph Miksovic
- et al.
- 2019
- Big Data 2019