[PDF][PDF] Radical-based hierarchical embeddings for Chinese sentiment analysis at sentence level
… radicals, we decide to map radicals to embeddings (numeric representation at lower
dimension… We call this type of radical embedding as semantic radical embedding (Rsemantic), …
dimension… We call this type of radical embedding as semantic radical embedding (Rsemantic), …
Principled approach to the selection of the embedding dimension of networks
… a low-dimensional embedding to be able to well represent a … is fully and exactly encoded
by the embedding. This fact was … embeddings represent two radically different representations …
by the embedding. This fact was … embeddings represent two radically different representations …
[PDF][PDF] Politics as Usual? Antecedents of Radical-Right Frames in US Electoral Discourse
B Bonikowski, Y Luo, O Stuhler - 2021 - files.osf.io
… forest classifier on embeddings representations of our data … , but also that traditional
embeddings-based classifiers are … not for any of the other five dimensions in our data). The other …
embeddings-based classifiers are … not for any of the other five dimensions in our data). The other …
Radical and stroke-enhanced chinese word embeddings based on neural networks
S Wang, W Zhou, Q Zhou - Neural Processing Letters, 2020 - Springer
… have a representational vector with the same dimension, ie, context word embeddings. … the
implicit radical representations and stroke n-grams to learn the Chinese word embeddings, is …
implicit radical representations and stroke n-grams to learn the Chinese word embeddings, is …
Dual long short-term memory networks for sub-character representation learning
… compose character embeddings from radical embeddings in both … Its compositional
representation \(\mathbf {h}_{i}^{r} \in \… these radical embeddings, where k is the dimension of …
representation \(\mathbf {h}_{i}^{r} \in \… these radical embeddings, where k is the dimension of …
Radical analysis network for learning hierarchies of Chinese characters
… Therefore, in addition to RGB representations, we use HSV representations to … The embedding
dimension m′ and GRU decoder dimension n are set to 256. The attention dimension n…
dimension m′ and GRU decoder dimension n are set to 256. The attention dimension n…
The geometry of culture: Analyzing the meanings of class through word embeddings
AC Kozlowski, M Taddy… - American Sociological …, 2019 - journals.sagepub.com
… We show that derived dimensions of word embedding vector spaces correspond closely
to “… of word embedding models to represent cultural dimensions promotes a radical view of …
to “… of word embedding models to represent cultural dimensions promotes a radical view of …
Universal and homogeneous embeddings of dual polar spaces of rank 3 defined over quadratic alternative division algebras
B De Bruyn, H Van Maldeghem - Journal für die reine und …, 2016 - degruyter.com
… We provide an explicit representation of this dual polar … the universal embeddings, which
could be infinitedimensional. … of the image of e is contained in the radical R of . Indeed, we note …
could be infinitedimensional. … of the image of e is contained in the radical R of . Indeed, we note …
Ideography leads us to the field of cognition: A radical-guided associative model for chinese text classification
… In order to represent the associative words in concept set U = {w1,w2, ..., wλ} for subsequent
… -dimension real-value vector. Here, we apply an external well pre-trained embedding model …
… -dimension real-value vector. Here, we apply an external well pre-trained embedding model …
Unfolding the dimensionality structure of social networks in ideological embeddings
PR Morales, JP Cointet, GM Zolotoochin - Proceedings of the 2021 IEEE …, 2021 - dl.acm.org
… : from social networks, embedding them in ideological spaces where dimensions stand for
… HOMOPHILY EMBEDDING We represent this bipartite subgraph as an adjacency matrix A …
… HOMOPHILY EMBEDDING We represent this bipartite subgraph as an adjacency matrix A …