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Word sense disambiguation: a complex network approach
In recent years, concepts and methods of complex networks have been employed to tackle the word sense disambiguation (WSD) task by representing words as nodes, which are connected if they are semantically similar.
Amancio, Diego R.+2 more
core +1 more source
Using Linked Disambiguated Distributional Networks for Word Sense Disambiguation [PDF]
We introduce a new method for unsupervised knowledge-based word sense disambiguation (WSD) based on a resource that links two types of sense-aware lexical networks: one is induced from a corpus using distributional semantics, the other is manually constructed.
Alexander Panchenko+3 more
openaire +3 more sources
Abstract Hornberger's Continuum of Biliteracy (CoBi) model is a precursor to approaches such as translanguaging and the New London Group's multiliteracies. CoBi enables us to analyse and address language and literacy practices in education in a structured way.
Bassey E. Antia
wiley +1 more source
MuLaN: Multilingual Label propagatioN for Word Sense Disambiguation
The knowledge acquisition bottleneck strongly affects the creation of multilingual sense-annotated data, hence limiting the power of supervised systems when applied to multilingual Word Sense Disambiguation.
Edoardo Barba+4 more
semanticscholar +1 more source
Unified Neural Lexical Analysis Via Two‐Stage Span Tagging
ABSTRACT Lexical analysis is a fundamental task in natural language processing, which involves several subtasks, such as word segmentation (WS), part‐of‐speech (POS) tagging, and named entity recognition (NER). Recent works have shown that taking advantage of relatedness between these subtasks can be beneficial.
Yantuan Xian+5 more
wiley +1 more source
On the Proper Treatment of Dynamics in Cognitive Science
Abstract This essay examines the relevance of dynamical ideas for cognitive science. On its own, the mere mathematical idea of a dynamical system is too weak to serve as a scientific theory of anything, and dynamical approaches within cognitive science are too rich and varied to be subsumed under a single “dynamical hypothesis.” Instead, after first ...
Randall D. Beer
wiley +1 more source
Depression, Critique, and Critical Theory as Political Therapy
ABSTRACT Critical theorists, especially in the Frankfurt School tradition, claim that normative thought and critique arise from experiences of suffering and oppression. It seems intuitive that oppression sometimes makes people sad and angry in ways that motivate critique and resistance; yet, other times, it leads to debilitating experiences of ...
Jasper Friedrich
wiley +1 more source
Against interpretive exclusivism* Contre l'exclusivisme interprétatif
Interpretive exclusivism is the dogma that we can only understand cultural systems by interpreting them, thereby ruling out causal explanations of cultural phenomena using scientific methods, for example based on measurement, comparison, and experiment.
Harvey Whitehouse
wiley +1 more source
A concept-based adaptive approach to word sense disambiguation [PDF]
Jen Nan Chen, Jason S. Chang
openalex +2 more sources
Improving Word Sense Disambiguation with Translations
It has been conjectured that multilingual information can help monolingual word sense disambiguation (WSD). However, existing WSD systems rarely consider multilingual information, and no effective method has been proposed for improving WSD by generating ...
Yixing Luan+3 more
semanticscholar +1 more source