Semantic Space
Related Papers
Semantic Relevance and Aspect Dependency in a Given Subject Domain: Contents-driven algorithmic processing of fuzzy wordmeanings to form dynamic stereotype representations
Cognitive principles underlying the (re-)construc- tion of word meaning and/or world knowledge struc- tures are poorly understood yet. In a rather sharp departure from more orthodox lines of introspective acquisition …...
Learning the Space of Word Meanings for Information Retrieval Systems
: Several methods to represent meanings of words have been proposed. However, they are not useful for information retrieval systems, because they cannot deal with the entities which cannot be …...
Une exploration de la structure sémantique du lexique adjectival français [Exploring the semantic structure of the French adjectival lexicon]
. This paper presents an exploration of a lexical graph, within the framework of lexical semantics. The aim of the exploration is reveal the structure of the lexicon modelled by …...
Unsupervised Word Sense Induction from Multiple Semantic Spaces with Locality Sensitive Hashing
Word Sense Disambiguation is the task dedi- cated to the problem of finding out the sense of a word in context, from all of its many pos- sible senses. Solving …...
Evaluating the Impact of Some Linguistic Information on the Performances of a Similarity-based and Translation-oriented Word-Sense Disambiguation Method
AbstractIn this article, we present an experiment of linguistic parameter tuning in the representation of the semantic space of polysemous words. We evaluate quantitatively the influence of some basic linguistic …...
Exploring Chinese Verbal Lexicon Developmental Trend with Semantic Space
. This study assesses the influence of semantic space on the acquisition of verbal lexicon. The studied one hundred and fifty action verbs extracted from the experimental data in M3 …...
Modelling Word Meaning using Efficient Tensor Representations
. Models of word meaning, built from a corpus of text, have demonstrated success in emulating human performance on a number of cognitive tasks. Many of these models use geometric …...
Extraction de mots clefs dans des vidéos Web par Analyse Latente de Dirichlet (LDA-based tagging of Web videos) [in French]
LDA-based tagging of Web videos This article presents a method for the automatic tagging of youtube videos. The proposed me- thod combines an automatic speech recognition system, that extracts the …...
Common Space Embedding of Primal-Dual Relation Semantic Spaces
Explicit continuous vector representation such as vector representation of words, phrases, etc. has been proven effective for various NLP tasks. This paper proposes a novel method of constructing such vector …...
Semantic Annotation Aggregation with Conditional Crowdsourcing Models and Word Embeddings
AbstractIn modern text annotation projects, crowdsourced annotations are often aggregated using item response models or by majority vote. Recently, item response models enhanced with generative data models have been shown …...
AR-ASAG An ARabic Dataset for Automatic Short Answer Grading Evaluation
AbstractAutomatic short answer grading is a significant problem in E-assessment. Several models have been proposed to deal with it. Evaluation and comparison of such solutions need the availability of Datasets …...