PPT-Get To The Point: Summarization with Pointer-Generator Networks

Abigail See Peter J Liu Christopher D Manning Presented by Matan Eyal Agenda Introduction Word Embeddings RNNs SequencetoSequence Attention Pointer Networks Coverage Mechanism Introduction . –. . Part II. CS 8803 FPL. (Slides courtesy of John Whaley). 1. Unification vs. Inclusion. Earlier scalable pointer analysis was context-insensitive unification-based [. Steensgaard. ’96]. Pointers are . Patent No: US 7,423,632. David Manly. General Information. Inventors: . Hsun. -Li Huang (. Hsinchu,TW. ), (Inventor 1). Chun-. Hsiung. Yin, (Tainan, TW), (inventor 2) Ben. Filed Feb 17 2005. Granted Patent Sept. 9, 2008. with built-in accessories. Lingbo Xu. 10/10/2014. A Patent Explanation. Patent No.: US6542437. Date of Patent: Apr. 1, 2003. Inventor: . Rui. . Chen, NY. What is it?. Laser beam 18. Pen 22 . LCD 24. Kara Lambson. OPT 310. General Info. Title. : Laser Emitting Module, Window Cap, Laser Pointer, and Light Emitting Module; US 7447243 B2. Filed: . August 29, 2005. Issued: . November 4, 2008. Inventors. Yan Shi. CS/SE2630 Lecture Notes. 2. C++ Data Types. structured. array struct union class. . address. pointer reference. simple. integral . enum. char short int long bool. CSE 2541. Rong. Shi. Pointer definition. A variable whose value . refers directly to (or "points to") another value stored elsewhere in the computer memory using its . address. Memory addresses. Z. +. Reviews & Speech. Ling 573. Systems and Applications. May . 26, 2016. Roadmap. Abstractive summarization example. Using Abstract Meaning Representation. Review . summarization:. Basic approach. Learning what users want. CS1313 Spring 2017. 1. Pointer Lesson 2 Outline. Pointer Lesson 2 Outline. Pass by Reference Bad Example. Pass by Reference Good Example. Is Pass by Reference Really by Reference?. More on the Address Operator . CS 244. Brent M. Dingle, Ph.D.. Game Design and Development Program. Department of Mathematics, Statistics, and Computer Science. University of Wisconsin – Stout. 2014. Some content based on Book: Data Structures Using C 2. Patent No: US 7,423,632. David Manly. General Information. Inventors: . Hsun. -Li Huang (. Hsinchu,TW. ), (Inventor 1). Chun-. Hsiung. Yin, (Tainan, TW), (inventor 2) Ben. Filed Feb 17 2005. Granted Patent Sept. 9, 2008. Kathleen McKeown. Department of Computer Science. Columbia University. What is Summarization?. Data as input (database, software trace, expert system), text summary as output. Text as input (one or more articles), paragraph summary as output. Kathleen McKeown. Department of Computer Science. Columbia University. What is Summarization?. Data as input (database, software trace, expert system), text summary as output. Text as input (one or more articles), paragraph summary as output. Ameet. Deshpande. March 24, 2020. TASK. Text Summarization is the reduction of data to a (minimal) subset which represents the original data. Two types of Summarization techniques. Extractive Summarization. Kathleen McKeown. Department of Computer Science. Columbia University. Today. HW3 assigned. Summarization (switch in order of topics). WEKA tutorial (for HW3). Midterms back. What is Summarization?. Data as input (database, software trace, expert system), text summary as output.