PPT-NLP Introduction to NLP Word Sense Disambiguation

Author : yoshiko-marsland | Published Date : 2018-03-01

Introduction Polysemy Words have multiple senses Example Lets have a drink in the bar I have to study for the bar Bring me a chocolate bar Homonymy May I come in

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NLP Introduction to NLP Word Sense Disambiguation: Transcript

Introduction Polysemy Words have multiple senses Example Lets have a drink in the bar I have to study for the bar Bring me a chocolate bar Homonymy May I come in Lets meet again in May. - Presented by Avinash S Bharadwaj (1000663882) . Abstract. The aim of the paper. Annotation of open domain unstructured web text with uniquely identified entities in a social media like Wikipedia.. Julia Hirschberg. CS 4705. Slides adapted from Kathy McKeown, Dan Jurafsky, Jim Martin and Chris Manning. Lexical Semantics. The meanings of . individual words. Formal Semantics. (or Compositional Semantics or Sentential Semantics). Francisco . Viveros-Jiménez. Alexander . Gelbukh. Grigori. . Sidorov. What is CICWSD?. Quick Start. Configuration file. <. dict. >. <. testbed. >. <docs>. <. xls. >. <test>. What have these pictures got in common?. MERCURY. Definition. Disambiguation. in Wikipedia is the process of resolving the conflicts that arise when a single term is ambiguous—when it refers to more than one topic covered by Wikipedia articles.. Martin . Ja. čala and . Jozef Tvarožek. Špindlerův. . Mlýn. , Czech Republic. January 23, 2012. Slovak University of Technology. Bratislava, Slovakia. Problem. Given an input text, detect and decide on correct meaning of named entites. Subproblems. . Meliha. . Yetisgen-Yildiz. From last week’s discussion. Presentation. Schedule. : . http. ://faculty.washington.edu/melihay/. MEBI591C.htm. 50 . minutes . presentation+discussion+question. Drishti. . Wali. (13266). Nirbhay. . Modhe. (13444). Word Sense Disambiguation . The task of automatically assigning a sense to an . ambiguous word according . to the context in which it is present.. Preeti Bhargava, . Nemanja. . Spasojevic, . Guoning. Hu. Applied Data Science, Lithium Technologies. Email: . team-relevance@klout.com. Problem. Applications. Tweets & other user generated text. Aim to get back on Tuesday. I grade on a curve. One for graduate students. One for undergraduate students. Comments?. Midterm. You should have received email with your grade – if not, let . Madhav. Slides adapted from Dan Jurafsky, Jim Martin and Chris Manning. Next week. Finish semantics. Begin machine learning for NLP. Review for midterm. Midterm. October 27. th. Will cover everything through semantics. Dan Jurafsky. Stanford University. Lecture 2: Word Sense Disambiguation. Word Sense Disambiguation (WSD). Given . A. . word in . context . A fixed inventory of potential word . senses. Decide which sense of the word this . Who wrote which Federalist papers?. 1787-8: anonymous essays try to convince New York to ratify U.S Constitution: . . Jay, Madison, Hamilton. . Authorship of 12 of the letters in dispute. 1963: solved by . Parser. Earley. parser. Problems with left recursion in top-down parsing. VP . . VP PP. Background. Developed by Jay Earley in 1970. No need to convert the grammar to CNF. Left to right. Complexity. Jimmy Lin. The . iSchool. University of Maryland. Wednesday, September 2, 2009. NLP. IR. About Me. Teaching Assistant: . Melissa Egan. CLIP. About You (pre-requisites). Must be interested in NLP. Must have strong computational background.

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