Natural Language Understanding for a Romanian Home Assistant (Research)

Repository Content

• Custom Capsule Network architectures and pipelines
• Word embedding enhancement pipeline
• Model evaluation pipelines

Research Papers

1. A.-D. Stoica et. al., The Impact of Data Challenges on Intent Detection and Slot Filling for the Romanian Home Assistant Scenario, ICCP 2019
2. A.-D. Stoica, A.-C. Rad et. al., The Impact of Romanian Diacritics on Intent Detection and Slot Filling, AQTR 2020
3. A.-C. Rad et. al., Semantically Enriching Embeddings of Highly Inflectable Verbs for Improving Intent Detection in a Romanian Home Assistant Scenario, IDA 2021
4. A.-D. Stoica, et. al., Intent Detection and Slot Filling with Capsule Net Architectures for a Romanian Home Assistant, Sensors 21