PPT-Leveraging In-Batch Annotation Bias for

Crowdsourced Active Learning Honglei Zhuang 庄弘磊 LinkedIn Intern amp UIUC PhD Student Joel Young Engineering Manager 3 Motivation Crowdsourcing is often adopted as a cheap way to collect labeled data for training a classifier. It provides Operators the view to e57374ectively control the process Production the information to understand whats happening on the plant 57375oor Recipe authors an environment to easily build and manage recipes Management the information needed to Thesis Proposal. Tao Huang. taohuang@cs.indiana.edu. Outline. Introduction. Motivation. Related System Survey. Research Issues. Milestones. Contributions. Introduction. Annotation Definitions. A commentary on an object that: (Cousins et al. 2000). Selection bias Information bias Confounding bias Bias is an error in an epidemiologic study that results in an incorrect estimation of the association between exposure and outcome. Is present when th PropBank. . Outline. Introduction to the project. Basic linguistic concepts. Verb & Argument. Making information explicit. Null arguments. Tasks to be carried out. Timesheets, tips. Creation of Resources. Massimo Poesio. University of . Essex. Part 1: Intro, . Microtask. . crowdsourcing. ANNOTATED CORPORA: . AN ERA OF PLENTY?. With the release of the . OntoNotes. and ANC corpora for English and a number of corpora for other languages (Prague Dependency Treebank especially) we may think we won’t need to do any more annotation for a while . A Close Reading Strategy for Better Comprehension. Text Annotation by Teachers. What is Text Annotation?. While reading, students mark the pages for . Important information. Text meaning or key details. 2. n-gram language model. 3. classifier. Studying Humour Features - Bolla, Whelan. Guidelines. define tags and describe how they should be applied. Data. 500 reviews of varying length (>7300 sentences). RuSSIR Young Scientist Conference,. 24-28| 2015| St. Petersburg, Russia. Arshad Khan. School of Electronics & Computer Science,. University of Southampton, UK. Overview. Searching in online repositories of multidisciplinary research data is becoming a challenge due to the volume and types of data being published every year. Thesis Proposal. Tao Huang. taohuang@cs.indiana.edu. Outline. Introduction. Motivation. Related System Survey. Research Issues. Milestones. Contributions. Introduction. Annotation Definitions. A commentary on an object that: (Cousins et al. 2000). sterialisation. Batch culture: Growth Kinetics. m . = . m. . max . s. . (Ks +s). m. . max. 1/2 . m. . max. Ks = substrate concentration. m= . specific growth rate. . Residual substrate conc. [s]. Dynamics Seminar Section 7 Batch Reactors John Edwards, P&I Design Ltd August, 2014 www.chemstations.com www.chemcad.co.uk SIMULATION SUITE CHEMCAD SOFTWARE www.chemstations.com Sri Kumalaningsih. Outline. Overview. Batch fermentation. Fed batch fermentation. Continuous fermentation. Outline. Overview. Batch fermentation. Fed Batch culture. Continuous culture. Growth kinetics. Benefit #1 of annotation: . helps you to stay . awake. We all know that sometimes the reading selections can be a tad bit boring right…….. Annotating the text keeps your . brain. . working. . and it keeps you . Tool. (. TART). Outline. Pragmatics & Corpora. Speech/Dialogue-Act Annotation. The DART Approach. From DART to . TART. Observations & Issues. Intended Features. Potential Applications. Pragmatics & Corpora.