Changes between Version 1 and Version 2 of private/NlpInPracticeCourse/LanguageResourcesFromWeb

Timestamp:

Jun 5, 2015, 2:37:29 PM (9 years ago)

Author:

xsuchom2

Comment:

draft

private/NlpInPracticeCourse/LanguageResourcesFromWeb

@@ -1 +1 @@
 = Building Language Resources from the Web =
+
+A new topic proposal:
+= Duplicities on the Web – deduplication and plagiarism detection =
 
 [[https://is.muni.cz/auth/predmet/fi/ia161|IA161 Advanced NLP Course]], Course Guarantee: Aleš Horák
@@ -16 +19 @@
 Approx 3 current papers (preferably from best NLP conferences/journals, eg. [[https://www.aclweb.org/anthology/|ACL Anthology]]) that will be used as a source for the one-hour lecture:
 
- 1. paper1
- 1. paper2
- 1. paper3
+ 1. Chapters 19 and 20 from C. D. Manning et al. "Introduction to Information Retrieval". Cambridge University Press, 2008.
+ 1. Pomikálek, Jan. "Removing boilerplate and duplicate content from web corpora." Dissertation thesis. Masaryk University, 2011.
+ 1. HaCohen-Kerner, Yaakov, Aharon Tayeb, and Natan Ben-Dror. "Detection of simple plagiarism in computer science papers." Coling, 2010.
+ 1. !TODO another plagiarism detection paper
 
 == Practical Session ==
@@ -25 +29 @@
 
 Students can also be required to generate some results of their work and hand them in to prove completing the tasks.
+
+Resources:
+- A set of documents and plagiates !TODO
+- A frame script in Python for plagiarism detection !TODO
+- A description of several basic methods for plagiarism detection evaluated by HaCohen-Kerner et al. !TODO
+
+The task:
+- !TODO instructions
+- The student will choose a method for plagiarism detection and implement it as a function in the frame script.
+- Evaluation: precision, recall, F1 (the calculaton will be a part of the frame script).
+
+