Relation-based Counterfactual Data Augmentation and Contrastive Learning for Robustifying Natural Language Inference Models.
Heerin YangSeung-won HwangJungmin SoPublished in: INTERSPEECH (2023)
Keyphrases
- prior knowledge
- learning models
- accurate models
- database
- natural language
- raw data
- historical data
- learned models
- data sets
- experimental data
- statistical methods
- human experts
- natural language processing
- structured prediction
- data structure
- hidden variables
- bayesian methods
- relational learning
- statistical inference
- relational models
- data points
- learning algorithm
- training data
- bayesian networks
- background knowledge
- model selection
- data processing
- online learning
- input data
- supervised learning
- random fields
- dynamic bayesian networks
- predictive model
- active learning
- data analysis
- data collection
- grammatical inference
- missing data