Assessing Effectiveness of Using Internal Signals for Check-Worthy Claim Identification in Unlabeled Data for Automated Fact-Checking.
Archita PathakRohini K. SrihariPublished in: CoRR (2021)
Keyphrases
- unlabeled data
- labeled data
- semi supervised learning
- semi supervised
- active learning
- co training
- supervised learning
- semi supervised classification
- text classification
- training data
- labeled examples
- learning algorithm
- training set
- data points
- labeled and unlabeled data
- labeled training data
- class labels
- text categorization
- training examples
- prior knowledge
- transfer learning
- select relevant features
- number of labeled examples
- machine learning
- positive examples
- unsupervised learning
- multi view
- domain adaptation
- pairwise
- natural language
- supervised and semi supervised
- information extraction