Essays about: "word sense induction"

Found 2 essays containing the words word sense induction.

  1. 1. Ambiguous synonyms : Implementing an unsupervised WSD system for division of synonym clusters containing multiple senses

    University essay from Linköpings universitet/Institutionen för datavetenskap

    Author : Moa Wallin; [2019]
    Keywords : SenseGram; unsupervised word sense disambiguation; word sense induction; word2vec; homonymy; ambiguity;

    Abstract : When clustering together synonyms, complications arise in cases of the words having multiple senses as each sense’s synonyms are erroneously clustered together. The task of automatically distinguishing word senses in cases of ambiguity, known as word sense disambiguation (WSD), has been an extensively researched problem over the years. READ MORE

  3. 2. A Random Indexing Approach to Unsupervised Selectional Preference Induction

    University essay from Stockholms universitet/Avdelningen för datorlingvistik

    Author : Hillevi Hägglöf; Lisa Tengstrand; [2011]
    Keywords : Selectional preference induction; selectional preferences; word space model; Random Indexing; syntagma; distributional hypothesis;

    Abstract : A selectional preference is the relation between a head-word and plausible arguments of that head-word. Estimation of the association feature between these words is important to natural language processing applications such as Word Sense Disambiguation. READ MORE