منابع مشابه
Towards Building Contextual Representations Of Word Senses Using Statistical Models
A b s t r a c t Automatic corpus-based sense resolution, or sense dlsambiguation, techniques tend to focus either on very local context or on topical context. Both components axe needed for word sense resolution. A contextual representation of a word sense consists of topical context and local context. Our goal is to construct contextual representations by automatically extracting topical and l...
متن کاملContextual analysis in word-for-word MT
EXPERIMENTS with word-for-word MT of Russian scientific literature have given results which, except for such limited purposes as indexing, are far from satisfactory. The difficulty is not so much one of word order as of syntactic and semantic ambiguity of individual words. Regardless of the treatment of the problem of inflected forms, for example, it is impossible in the majority of instances t...
متن کاملContext and Contextual Word Meaning
In linguistics, context carries tremendous importance in disambiguation of meanings as well as in understanding the actual meaning of words. Therefore, understanding the context becomes an important task in the area of applied linguistics, computational linguistics, lexical semantics, cognitive linguistics, as well as in other areas of linguistics as context triggers variation of meaning and su...
متن کاملContextual Clues to Word-Meaning
How do native speakers interpret new words when they read or hear them? How much help and what kind of help are they given by the immediate context in which the new word occurs? These are questions which we set out to investigate on the basis of a large corpus of newspaper English. We were working within the framework of the APRIL project, which is a three year, EPSRC-funded research project ai...
متن کاملLearning Ordered Word Representations
*Correspondence: [email protected] Center for Speech and Language Technology, Research Institute of Information Technology, Tsinghua University, ROOM 1-303, BLDG FIT, 100084 Beijing, China Full list of author information is available at the end of the article Abstract Learning distributed word representations, or word embeddings, has gained much popularity. Current learning approach...
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ژورنال
عنوان ژورنال: Communications of the ACM
سال: 2020
ISSN: 0001-0782,1557-7317
DOI: 10.1145/3347145