PPT-Complex Sequential Question Answering: Towards Learning to Converse Over

Linked Question Answer Pairs with a Knowledge Graph Amrita Saha 1 Vardaan Pahuja 3 Mitesh M Khapra 2 Karthik Sankaranarayanan 1 . Do not stand it on carpets or other similar surfaces that generate fibres Your Converse 320 can be wallmounted See 57556Wall mounting Warning Your Converse 320 is only designed to be operated in a normal office or domestic environment It should not iaaccn Abstract Community question answering cQA which pro vides a platform for people with diverse back ground to share information and knowledge has become an increasingly popular research topic In this paper we focus on the task of question re tri What is Question Answering?. 2. Question Answering. One of the oldest NLP tasks (punched card systems in 1961). Simmons, Klein, . McConlogue. . 1964. Indexing and Dependency Logic for Answering English Questions. American Documentation 15:30, 196-204. via . Semantic Enrichment. Huan Sun. *. , . Hao. Ma. #. Scott Wen-tau Yih. #. , Chen-Tse Tsai. . , . Jingjing. Liu. #. , Ming-Wei Chang. #. *. University of California, Santa Barbara. #. Microsoft Research, Redmond. Systems & Resources. Ling573. NLP Systems & Applications. April 8, 2010. Roadmap. Two extremes in QA systems:. LCC’s PowerAnswer-2 . Insight’s Patterns…. Question classification (Li & Roth). Palmer High School. Library Media Center. Mr. . Vankirk. Framing Research. Framing Research. Can you state your topic as an answerable question?. . . OR. Can you make a statement to agree or disagree with?. Kritina. MEKE. Historique. . 1908 – La compagnie Converse est fondée par le Marquis M. Converse dans le Malden, Massachusetts aux USA.. 1917 – La . première paire . de Converse est créée : . Lin Ma, . Zhengdong. Lu, and Hang Li. Huawei Noah’s Ark Lab, Hong Kong. http://. www.ee.cuhk.edu.hk. /~lma. /. . Mine the relationships between multiple modalities. Association different modalities. “With . more than 800 million pairs sold to date, it's estimated that more than 60 percent of Americans own or have owned a pair of Chuck Taylor All Stars during their . lifetime.” . Presentation by Patrick Hendrix. SWBAT . make . inferences about the character by answering a question.. Get the Close Reader turn to page 3 and preview the text.. Make a prediction. What is the story, “Golden Glass” going to be about?. Kai-Wei Chang. CS @ University of Virginia. kw@kwchang.net. Couse webpage: . http://kwchang.net/teaching/NLP16. 1. CS6501-NLP. Question answering. CS6501– Natural Language Processing. 2. credit: ifunny.com. (including a sketch of Information Retrieval. ). Slides adapted from Dan . Jurafsky. , . Jim . Martin and Ed . Hovy. Web-based Question . Answering. Information Retrieval (briefly. ). Today. The notion of getting computers to give reasonable answers to questions has been around for quite awhile. Iterative Contraction and . Merging. Bayesian Sequential . Partitioning. JND-BSP. 1. Manifold Learning. Bosh Shih. 2. O. utline. Introduction. Principal Component Analysis (PCA. ). Linear Discriminant Analysis (LDA. Many Slides from:. Sanda. . Harabagiu. , Tao Yang. Chris Manning, David . Ferrucci. , . Watson . Team, and Paul Fodor. Outline. Question Answering. Types of QA tasks and approaches. Reading-based QA.