Incorporating the Rhetoric of Scientific Language into Sentence Embeddings using Phrase-guided Distant Supervision and Metric Learning.
Kaito SugimotoAkiko AizawaPublished in: SDP@COLING (2022)
Keyphrases
- metric learning
- dimensionality reduction
- natural language
- distance metric
- phrase structure
- distance metric learning
- semi supervised
- pairwise
- noun phrases
- learning tasks
- machine learning and pattern recognition
- multi task
- mahalanobis metric
- feature space
- distance function
- semantic roles
- data sets
- vector space
- unsupervised learning
- low dimensional
- high dimensional
- subject to linear constraints
- manifold learning
- background knowledge
- high dimensional data
- data points