Pairwise FastText Classifier for Entity Disambiguation
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Tasks
Entity DisambiguationGeneral ClassificationNetwork EmbeddingText ClassificationSimilar Papers 제목 키워드 기반
Representing text as abstract images enables image classifiers to also simultaneously classify text
We introduce a novel method for converting text data into abstract image representations, which allows image-based processing techniques (e.g. image classification networks) to be applied to text-based comparison problem…
ClassificationEntity DisambiguationGeneral Classificationimage-classification+2Evaluating the word-expert approach for Named-Entity Disambiguation
Named Entity Disambiguation (NED) is the task of linking a named-entity mention to an instance in a knowledge-base, typically Wikipedia. This task is closely related to word-sense disambiguation (WSD), where the supervis…
Entity DisambiguationWord Sense DisambiguationA comparison of Named-Entity Disambiguation and Word Sense Disambiguation
Named Entity Disambiguation (NED) is the task of linking a named-entity mention to an instance in a knowledge-base, typically Wikipedia-derived resources like DBpedia. This task is closely related to word-sense disambigu…
Entity DisambiguationWord Sense DisambiguationData Expansion Using WordNet-based Semantic Expansion and Word Disambiguation for Cyberbullying Detection
Automatic identification of cyberbullying from textual content is known to be a challenging task. The challenges arise from the inherent structure of cyberbullying and the lack of labeled large-scale corpus, enabling eff…
Binary ClassificationData AugmentationWord Sense DisambiguationHow to Evaluate Entity Resolution Systems: An Entity-Centric Framework with Application to Inventor Name Disambiguation
Entity resolution (record linkage, microclustering) systems are notoriously difficult to evaluate. Looking for a needle in a haystack, traditional evaluation methods use sophisticated, application-specific sampling schem…
Entity Resolution