KILDST: Effective Knowledge-Integrated Learning for Dialogue State Tracking using Gazetteer and Speaker Information.
Hyungtak ChoiHyeonmok KoGurpreet KaurLohith RavuruKiranmayi GandikotaManisha JhawarSimma DharaniPranamya PatilPublished in: CoRR (2023)
Keyphrases
- prior knowledge
- learning systems
- background knowledge
- knowledge acquisition
- making decisions
- learned knowledge
- relevant knowledge
- domain knowledge
- learning process
- learning algorithm
- higher level
- expert knowledge
- knowledge level
- information resources
- reinforcement learning
- acquired knowledge
- prior domain knowledge
- multiple sources
- raw data
- learning tasks
- real time
- semantic information
- human experts
- web documents
- user model
- information processing
- natural language processing
- supervised learning
- knowledge transfer
- state space
- effective learning
- hidden markov models
- procedural knowledge
- expert systems
- natural language
- knowledge base
- machine learning