PPT-Are Distributional Dimensions Semantic Features?

Katrin Erk University of Texas at Austin Meaning in Context Symposium München September 2015 Joint work with Gemma Boleda Semantic features by example Katz amp Fodor Different meanings of a word characterized by lists of semantic features. unistuttgartde alessandrolencilingunipiit padocluniheidelbergde Abstract Logical metonymy interpretation eg begin the book writing has received wide attention in linguistics Experimental results have shown higher processing costs for metonymic condi se 1 Introduction Distributional approaches to meaning acquisition utilize distributional proper ties of linguistic entities as the building blocks of semantics In doing so they rely fundamentally on a set of assumptions about the nature of language The . Kinneret. College on the Sea of Galilee. By: Raymond Austin. . under the guidance of . Dr. . Avigdor. . Zonnenshain. .. Introduction. . Eight Dimensions of Quality. Quality Dimensions Exploration. Elly van Gelderen. ASU . CS . Seminar. 16 February 2015. Outline. Brief history of Generative Grammar. . structure/hierarchy over linear order. . non-imitative. Introduction to the Minimalist Program (MP). -concepts and facts. -several similar models describe . the organization . of semantic . memory. 1) Collins & . Quillian’s. Hierarchical Network Model. -nodes to represent individual items, ideas, organized hierarchically. Ling573 . NLP Systems and Applications. April 25, 2013. Deliverable #3. Posted: Code & results due May 10. Focus: Question processing. Classification, reformulation, expansion, . etc. Additional: general improvement motivated by D#2. Harris T. Lin. , . Sanghack. Lee, . Ngot. Bui and . Vasant. . Honavar. Artificial Intelligence Research Laboratory. Department of Computer Science. Iowa State University. htlin@iastate.edu. Introduction. Ling573 . NLP Systems and Applications. April 25, 2013. Deliverable #3. Posted: Code & results due May 10. Focus: Question processing. Classification, reformulation, expansion, . etc. Additional: general improvement motivated by D#2. Katrin . Erk. You can get an idea of what a word means from observing it in context. He filled the . wampimuk. , passed it around, and we all drank some. We found a little hairy . wampimuk. . sleeping behind a tree. . S. imilarity to Semantic Relations. Georgeta. . Bordea. , November 25. Based on a talk by Alessandro . Lenci. . titled “Will DS ever become Semantic?”, Jan 2014. Distributional Semantics . (DS. in Lexical Typology:. Constructing a typological questionnaire. Daria . Ryzhova. School of Linguistics. NRU HSE. Outline. Lexical Typology: Frame-based Approach. Ideology. Typological questionnaire. Mostajabi. , . Yadollahpour. . and . Shakhnarovich. Toyota . Technological Institute at Chicago. Main Ideas. Casting semantic segmentation as classifying a set of . superpixels. .. Extracting CNN features from different levels of spatial context around the . Mostajabi. , . Yadollahpour. . and . Shakhnarovich. Toyota . Technological Institute at Chicago. Main Ideas. Casting semantic segmentation as classifying a set of . superpixels. .. Extracting CNN features from different levels of spatial context around the . proposed by Hodge 2000 and Wright 2008 and this concept map FIG 1 A tentative set of types of KOS Firstly in spite of the heterogeneity we decided to be inclusive in our approach Therefore Abstrac