Uncertainty-Aware Natural Language Inference with Stochastic Weight Averaging.
Aarne TalmanHande ÇelikkanatSami VirpiojaMarkus HeinonenJörg TiedemannPublished in: NoDaLiDa (2023)
Keyphrases
- natural language
- stochastic nature
- stochastic simulation
- reasoning under uncertainty
- inference process
- bayesian networks
- tree grammars
- probabilistic reasoning
- uncertain data
- belief networks
- natural language processing
- inference engine
- semantic analysis
- natural language interface
- natural language understanding
- incomplete information
- machine learning
- probabilistic inference
- boltzmann machines
- language processing
- monte carlo
- uncertain information
- sum product
- natural language sentences
- inference mechanism
- neural network
- semantic interpretation
- stochastic process
- natural language generation
- dialogue system
- decision theory
- belief functions
- conditional probabilities
- knowledge representation
- expert systems