Specialized document embeddings for aspect-based similarity of research papers.
Malte OstendorffTill BlumeTerry RuasBela GippGeorg RehmPublished in: JCDL (2022)
Keyphrases
- document similarity
- distance measure
- similarity measure
- scientific papers
- special issue
- cosine similarity
- vector space
- document images
- text documents
- information retrieval systems
- document classification
- general purpose
- low dimensional
- document collections
- document clustering
- semantic similarity
- content similarity
- google scholar
- euclidean distance
- web documents
- document representation
- information retrieval
- feature selection
- keywords
- nearest neighbor
- binary codes
- structured documents
- euclidean space
- manifold learning
- vector space model
- document retrieval
- similarity metric
- dimensionality reduction
- special section
- information extraction
- similarity function
- cf loadingtexthtml
- retrieval systems
- relevant documents