PPT-Learning for NLP Midterm Review: Midterm

Learning for NLP Midterm Review Midterm next Tuesday Homework back Thanks for doing midterm exam Some very useful comments came in Today Statistical NLP Machine Learning for NL Tasks Some form of classification. Rob Hall . 10/14/2010. 1. This Recitation. Review of Lagrange multipliers (basic undergrad calculus). Getting to the dual for a QP. Constrained norm minimization (for SVM). Midterm review. 2. Minimizing a quadratic. the almighty……….. . NLP. . DR.Eman. . Diab. introduction. introduction. The word . Neuro. linguistic programming can be broken down to three distinct words: . Semantic Role Labeling. Syntactic Variation. Last week, Min broke the window with a hammer.. The window was broken with a hammer by Min last week. With a hammer, Min broke the window last week. Last week, the window was broken by Min with a hammer. Outline. Some Sample NLP Task . [Noah Smith]. Structured Prediction For NLP. Structured Prediction Methods. Conditional Random Fields. Structured . Perceptron. Discussion. Motivating Structured-Output Prediction for NLP. Subproblems. . Meliha. . Yetisgen-Yildiz. From last week’s discussion. Presentation. Schedule. : . http. ://faculty.washington.edu/melihay/. MEBI591C.htm. 50 . minutes . presentation+discussion+question. Regina Barzilay. What is NLP?. Goal: intelligent processing of human language. Not just effective string matching. Applications of NLP technology:. Less ambitious (but practical goals): spelling corrections, name entity extraction. Class Logistics. Quiz. Where is this quote from?. Dave Bowman. : Open the pod bay doors, HAL.. HAL. : I’m sorry Dave. I’m afraid I can’t do that.. Quiz Answer. “2001: A Space Odyssey” . 1968 film by Stanley Kubrick . Who wrote which Federalist papers?. 1787-8: anonymous essays try to convince New York to ratify U.S Constitution: . . Jay, Madison, Hamilton. . Authorship of 12 of the letters in dispute. 1963: solved by . AutoLearn’s authoring tool € A piece of cake for teachers Martí Quixal Fundació Barcelona Media – Universitat Pompeu Fabra Co-authors : Susanne Preuß, Beto Boullosa and David García-Narbona Learning for NLP Midterm Review: Midterm next Tuesday Homework back Thanks for doing midterm exam! Some very useful comments came in. Today Statistical NLP Machine Learning for NL Tasks Some form of classification Text Similarity. Motivation. People can express the same concept (or related concepts) in many different ways. For example, “the plane leaves at 12pm” vs “the flight departs at noon”. Text similarity is a key component of Natural Language Processing. . SYFTET. Göteborgs universitet ska skapa en modern, lättanvänd och . effektiv webbmiljö med fokus på användarnas förväntningar.. 1. ETT UNIVERSITET – EN GEMENSAM WEBB. Innehåll som är intressant för de prioriterade målgrupperna samlas på ett ställe till exempel:. Jeffrey P Ferraro. , PhD . (Jeffrey.Ferraro@imail.org). Scott L DuVall, PhD (Scott.DuVall@hsc.utah.edu). Outline. Application of NLP . - involves . interpretation of radiographs.. Effects . on NLP with . by Hua Xu. Recent Activities. ETL tool development. Note Type Normalization. COVID-19 lab test normalization . A Potential ETL Workflow for NLP. Note. Note_NLP. Measure-. ment. Condition. Procedure. Drug.