Misleading Relation Classifiers by Substituting Words in Texts.
Tian JiangYunqi LiuYan FengYuqing LiXiaohui CuiPublished in: ACL (Findings) (2023)
Keyphrases
- english words
- text documents
- chinese texts
- keywords
- world knowledge
- lexical features
- linguistic information
- punctuation marks
- short texts
- natural language text
- support vector
- syntactic analysis
- feature selection
- word sense
- textual features
- n gram
- svm classifier
- classification algorithm
- training data
- decision trees
- linguistic analysis
- linear classifiers
- short text
- training corpus
- training set
- naive bayes
- text corpus
- training samples
- word sense disambiguation
- syntactic structures
- search engine
- weather forecasts
- class labels
- classifier combination
- text mining
- machine learning methods
- learning algorithm
- co occurrence
- related words
- test set
- machine learning algorithms
- text corpora
- automatic text classification
- binary relations