PPT-Cross-Lingual Content Scoring

Andrea Horbach Sebastian Stennmanns Torsten Zesch University DuisburgEssen Germany CrossLingual Content Scoring Motivation Core Idea Content scoring of students . etsorg Essay scoring has traditionally relied on human raters who understand both the content and the quality of writing However the increasing use of constructed response items and the large numb Simon Krek. Jožef Stefan Institute, . Artificial. . Intelligence. . Laboratory. , Slovenia. COST . Action. Working. . Groups. / . Objectives. WG1: . I. ntegrated. interface. . to . E. uropean. Summer 2012. Why?. To assist districts with the development of:. Local assessments (20% APPR). Assessments for use in writing Student Learning Objectives (SLOs) (20% APPR). Interim Assessments for Inquiry Teams. l . POA 6: . ACCURATE REPORTING IN DECLARATIONS. . Desired Outcome of POA 6. Taxpayers report complete and accurate information in their tax declarations. . . Tax systems rely heavily on taxpayers filing complete and accurate declarations.. Heng. . Ji. (RPI). Hoa. . Trang. Dang (NIST). WORRY, BE HAPPY!. Motivations: Cross-lingual KBP. 2. . Motivations: Cross-lingual . Information Fusion. 3. . Who is Jim Parsons? . How is he doing lately?. State-of-the-art Entity Discovery and Linking. Heng. . Ji. (RPI). jih@rpi.edu. . Goals and The Task. 2. . Now. , Ms. . Yang. , . one. of . China. 's best-known dancers, is the . Many . Languages. Yangqiu. . Song,. . Shyam. . Upadhyay. , . Haoruo. Peng, and Dan Roth. Much of the work was done at UIUC. 1. Document . Topical Classification. On Feb. 8, Dong Nguyen announced that he would be removing his hit game . Peter W. . Foltz. Pearson. pfoltz. @. pearsonkt.com. www.pearsonkt.com. Overview. What . aspects in T&Es are amenable to automated analysis to improve accuracy . and/or efficiency?. Natural language processing approaches applied to open-ended responses. Rashid Ahmed MD. 1. , Husitha R. Vanguru MBBS. 1. ,Carlos Ynigo D. Lopez MD. 1. , Neil Suryadevara MD. 1. , Thanh Nguyen MD. 2. , Hesham Masoud MD. 1. 1. SUNY Upstate Medical University. 2. Boston University School of Medicine. Peter W. . Foltz. Pearson. pfoltz. @. pearsonkt.com. www.pearsonkt.com. Overview. What . aspects in T&Es are amenable to automated analysis to improve accuracy . and/or efficiency?. Natural language processing approaches applied to open-ended responses. State-of-the-art . Entity Discovery and Linking. Heng. . Ji. (RPI). jih@rpi.edu. . Goals and The Task. 2. . Now. , Ms. Yang, one of China's best-known dancers, is the director, choreographer and star of . Detection using Dependency Context. Shyam Upadhyay* . Yogarshi. . Vyas. *. Dan Roth Marine . Carpuat. (Mono-lingual) . Hypernymy. Detection. 2. squirrel. r. odent. (i.e., is a kind of?). Hypernym. SYNOPSIS. INTRODUCTION. NERVE INJURIES. ANATOMY OF LINGUAL NERVE. FUNCTIONS OF LINGUAL NERVE. LINGUAL NERVE INJURY. ETIOLOGY. PATHOPHYSIOLOGY. PREDISPOSING FACTORS. SIGNS AND SYMPTOMS. EXAMINATION. DIAGNOSIS-IMAGING. Embeddings. : An Empirical Comparison . Shyam Upadhyay. Manaal. . Faruqui. Chris Dyer. Dan Roth. Cross-lingual . Embeddings. 2. children. enfants. money. argent. loi. law. life. vie. monde. world. pays.