From BERT to GPT-3 codex: harnessing the potential of very large language models for data management

I Trummer - arXiv preprint arXiv:2306.09339, 2023 - arxiv.org
Large language models have recently advanced the state of the art on many natural
language processing benchmarks. The newest generation of models can be applied to a …

A Review of Reinforcement Learning for Natural Language Processing, and Applications in Healthcare

Y Liu, H Wang, H Zhou, M Li, Y Hou, S Zhou… - arXiv preprint arXiv …, 2023 - arxiv.org
Reinforcement learning (RL) has emerged as a powerful approach for tackling complex
medical decision-making problems such as treatment planning, personalized medicine, and …

Demonstrating NaturalMiner: Searching Large Data Sets for Abstract Patterns Described in Natural Language

I Trummer - Companion of the 2023 International Conference on …, 2023 - dl.acm.org
The NaturalMiner system seeks to extract facts from large relational data sets that match
abstract patterns defined in natural language. For instance, this enables users to search …