Lexical Entailment with Hierarchy Representations by Deep Metric Learning.
Naomi SatoMasaru IsonumaKimitaka AsataniShoya IshizukaAori ShimizuIchiro SakataPublished in: EMNLP (Findings) (2022)
Keyphrases
- metric learning
- textual entailment
- distance metric
- distance metric learning
- recognizing textual entailment
- textual entailment recognition
- semi supervised
- machine learning and pattern recognition
- multi task
- pairwise
- learning tasks
- dimensionality reduction
- feature space
- natural language processing
- person re identification
- distance function
- subject to linear constraints
- mahalanobis metric
- semi supervised learning
- transfer learning
- wordnet
- distance measure
- maximum variance unfolding
- background knowledge
- machine learning
- graph cuts
- co occurrence
- image processing
- e learning
- feature selection