Concept
Semantic change
Related publications (11)
Semantic Attribute Matching Networks
We present semantic attribute matching networks (SAM-Net) for jointly establishing correspondences and transferring attributes across semantically similar images, which intelligently weaves the advantages of the two tasks while overcoming their limitations ...
IEEE2019Evaluating and Interpreting Deep Convolutional Neural Networks via Non-negative Matrix Factorization
With ever greater computational resources and more accessible software, deep neural networks have become ubiquitous across industry and academia.
Their remarkable ability to generalize to new samples defies the conventional view, which holds that complex, ...
EPFL2019Character-level Chinese-English Translation through ASCII Encoding
Character-level Neural Machine Translation(NMT) models have recently achieved impressive results on many language pairs. They mainly do well for Indo-European language pairs, where the languages share the same writing system. However, for translating betwe ...
Association for Computational Linguistics2018Word Embeddings for Natural Language Processing
Word embedding is a feature learning technique which aims at mapping words from a vocabulary into vectors of real numbers in a low-dimensional space. By leveraging large corpora of unlabeled text, such continuous space representations can be computed for c ...
EPFL2016Building Word Embeddings for Solving Natural Language Processing
Word embedding is a feature learning technique which aims at mapping words from a vocabulary into vectors of real numbers in a low-dimensional space. By leveraging large corpora of unlabeled text, such continuous space representations can be computed for c ...
École Polytechnique Fédérale de Lausanne2016A Survey of Semantic Based Peer-to-Peer Systems
This paper makes a step in identifying the state of the art in semantic P2P systems. On one hand, lot of research in the P2P systems community has focused on fault-tolerance and scalability, resulting in numberous algorithms, systems such as Chord, Pastry ...
2007Start making sense: The Chatty Web approach for global semantic agreements
Karl Aberer, Manfred Hauswirth, Philippe Cudré-Mauroux
This paper describes a novel approach for obtaining semantic interoperability among data sources in a bottom-up, semi-automatic manner without relying on pre-existing, global semantic models. We assume that large amounts of data exist that have been organi ...
2003