PPT-From Textual Entailment to Knowledgeable Machines

Peter Clark Allen Institute for Artificial Intelligence AI2 Mission achieve scientific breakthroughs by constructing AI systems with reasoning learning and reading capabilities 2 Overall Goals. Stephen C. Carlson. Australian Catholic University. June 30, 2015. The New Testament. The New Testament has been preserved in more manuscripts than any other work composed in Western antiquity. .. There are three main sources of data:. By:Loay. . A.Hammad. I am knowledgeable because I know a lot.. When people wants help from me I help them by. advising . them and advisement needs. knowledge. . . I am knowledgeable . If you want to be knowledgeable you should read a lot of books . Asher Stern & . Ido. Dagan. ISCOL. June 2011, Israel. 1. Recognizing Textual Entailment (RTE). Given a text, . T. , and a hypothesis, . H. Does . T. entail . H. 2. T. : . An explosion caused by gas took place at a . (Excitement Project). Bernardo Magnini. (on behalf of the Excitement consortium). 1. STS workshop, NYC March 12-13 2012. Excitement Project. EXploring. Customer Interactions through Textual . EntailMENT. analysis . (n)—a detailed examination of the elements or structure of something, typically as a basis for discussion or interpretation.. THUS,. A textual analysis is created to examine a text by breaking it down to its component parts to help one better understand it. . Textual Literacy with Various forms of Text and Increasing sources of Information. T. he . ability to . read. , . write. , . analyze. , and . evaluate. textual works of literature and personal and professional . Board Talk Wrap Up. What do we know about the characters and how?. Discuss your board at your table with this question in mind.. Character and Theme. Categorize/Group these characters. What themes is Austen setting up through her characters?. Entailment and Paraphrasing. MSR Paraphrase Corpus. 1. Amrozi. accused his brother, whom he called "the witness", of deliberately distorting his evidence.. Referring to him as only "the witness", . Amrozi. Open-IE . meets . Knowledge . Representation. Ido Dagan. Bar-. Ilan. University, Israel. Knowledge Representation (KR). Two complementary frameworks:. Knowledge graphs. Formal pre-specified schema & predicates. Recognizing. . Textual. . Entailment. (RTE) . Italian. . Chapter. Johan Bos. 1. , Fabio Massimo Zanzotto. 2. , Marco Pennacchiotti. 3. 1. University . of. . Rome. “La Sapienza”, Italy. 2. University of Rome “Tor Vergata”, Italy. Omer Levy . Ido. Dagan Jacob Goldberger. Bar-. Ilan. University, . Israel. Open IE. Extracts propositions from text. “…which makes aspirin relieve headaches.”. No supervision. No pre-defined schema. When we read, we are often asked to answer questions or express our ideas about the text.. Why use Explicit Textual Evidence. In order to let people know that we aren’t just making stuff up, we should always use Explicit Textual Evidence to support our answers, ideas, or opinions about texts we read.. Asher Stern & . Ido. Dagan. ISCOL. June 2011, Israel. 1. Recognizing Textual Entailment (RTE). Given a text, . T. , and a hypothesis, . H. Does . T. entail . H. 2. T. : . An explosion caused by gas took place at a . To learn what sexual health is about, comprehend how to deal with various physical and psychological changes, embrace puberty with a calm manner, and to develop a healthy lifestyle. To know the ways of transmission and other related knowledge of sexually transmitted infections and HIV/AIDS.