Specialized document embeddings for aspect-based similarity of research papers.

Malte Ostendorff Till Blume Terry Ruas Bela Gipp Georg Rehm

Published 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