KILDST: Effective Knowledge-Integrated Learning for Dialogue State Tracking using Gazetteer and Speaker Information.
Hyungtak ChoiHyeonmok KoGurpreet KaurLohith RavuruKiranmayi GandikotaManisha JhawarSimma DharaniPranamya PatilPublished in: ICON (2022)
Keyphrases
- prior knowledge
- background knowledge
- domain knowledge
- learning systems
- learning process
- relevant knowledge
- effective learning
- knowledge acquisition
- multiple sources
- raw data
- knowledge level
- making decisions
- real time
- domain experts
- information processing
- learned knowledge
- active learning
- learning algorithm
- information extraction
- online learning
- knowledge representation
- acquired knowledge
- semantic information
- human users
- prior domain knowledge
- knowledge sources
- human experts
- learning tasks
- information sharing
- object tracking
- higher level
- natural language
- knowledge base
- machine learning