PPT-Capturing Semantics for Imputation with Pre-trained Language Models

Yinan Mei 1 Shaoxu Song 1 Chenguang Fang 1 Haifeng Yang 2 Jingyun Fang 2 Jiang Long 2 1 BNRist Tsinghua University China 2 Data Governance Innovation Lab HUAWEI Cloud BU China. Dr. X. Semantics. There is no single widely acceptable notation or formalism for describing semantics. Several needs for a methodology and notation for semantics:. Programmers need to know what statements mean. Transformation: . An Impossible Dream?. Arend. . Rensink. , University of . Twente. BX Position Statement. Definition of language syntax. Definition of model . transformation. Definition of . language. LIN1180 Semantics. Lecture 5 . Theories of concepts I: Necessary and sufficient conditions. Semantics -- LIN 1180. We considered the pros and cons of the classical theory of concepts:. Necessary and sufficient conditions. Ruben & Stewart (2006). Message Production. Every aspect of our behavior (language, tone of voice, appearance, eye contact, actions, use of space & time) is a potential source of information for others to select, interpret, remember, and act upon.. Morphology and the Lexicon. Mental Lexicon. What is the meaning of cat? Its pronunciation? Part of speech?. What is the meaning of . wug. ?. What is the meaning of . cluvious. ?. Compare . traftful. and . Cattram Nguyen, Katherine Lee, John . Carlin. Biometrics by the Harbour, 30 Nov, 2015. Motivating example: Longitudinal Study of Australian Children (LSAC). 5107 infants (0-1 year) recruited in 2004. Language using K. Grigore . Rosu. University of Illinois at Urbana-Champaign. Joint project . between . the FSL group at UIUC (USA) . and . the FMSE group at UAIC (Romania). http://k-framework.org. K Team. Text-to-Scene Generation. 1. Bob Coyne (. coyne@cs.columbia.edu. ). Owen . Rambow. (. rambow@ccls.columbia.edu. ). . Richard . Sproat. (. rws@xoba.com. ). Julia Hirschberg (. julia@columbia.edu. ). A branch of linguistics dealing with the study of meaning, including the ways meaning is structured in language and changes in meaning and form over time . (Random House Webster’s Dictionary). Semantics, roughly defined, is the study of meaning. L. ecture 1. Meaning in Language: An Introduction to semantics & Pragmatics and . Lecture 1: Introduction .  . 1.1 Communication. 1.2 Semiotics: some basic notions. 1.3 Language and other communicative channels. Bart Selman. selman@cs.cornell.edu. Module: Knowledge, Reasoning, and Planning. Logical Agents. Model . Theoretic Semantics. Entailment . and Proof Theory. R&N: Chapter 7. Logical agents:. . . Grigore Rosu. University of Illinois at Urbana-Champaign, USA. Runtime Verification, Inc.. 1. 12 October 2017, LOPSTR’17. Ideal Language Framework Vision. Deductive program verifier. Parser. Interpreter. Bart Selman. selman@cs.cornell.edu. Module: Knowledge, Reasoning, and Planning. Part 1. Logical Agents. R&N: Chapter 7. A Model-Based Agent. Requires: Knowledge and Reasoning. Knowledge and Reasoning . Chapter 3 Topics. Introduction. The General Problem of Describing Syntax. Formal Methods of Describing Syntax. Attribute Grammars. Describing . the Meanings of Programs: Dynamic Semantics. 1-. 2. Introduction.