#acl ElmarHaussmann:read,write Sabine Storandt:read,write All:read
= Welcome to the Wiki of the seminar ''Information Extraction'' in the winter semester 2013 / 2014 =
This seminar will be given by [[http://ad.informatik.uni-freiburg.de/staff/haussmann|Elmar Haußmann]] and [[https://ad.informatik.uni-freiburg.de/staff/storandt|Sabine Storandt]], from the chair of [[http://ad.informatik.uni-freiburg.de/staff/bast|Prof. Dr. Hannah Bast]] (who will also attend the sessions). The seminar will take place every Wednesday, 4:00 pm - 6:00 pm ct., in the seminar room 00-007 in building 106. There will be no session on Wednesday, December 25, 2013, on Wednesday, January 1, 2014 (christmas break) and on Wednesday, November 6, 2013. Therefore, depending on the number of talks/participants, we will have at most 14 sessions.

Information Extraction is the task of extracting (structured) information from natural language text. We will cover interesting topics in this area with a focus on current state-of-the-art systems for Open Information Extraction. We will also cover the NLP background required for understanding.

== Topics ==
The topics and dates will be assigned in the first sessions. Here is a tentative list of topics and systems (each of which will be roughly explained in the first session):

 * NLP Basics 1/2 (POS tagging, chunking, NER, NED), Sven Lieber
 * NLP Basics 2/2 (constituent / dependency parsing, SRL), Sven Lieber
 * [[https://www.aaai.org/Papers/IJCAI/2007/IJCAI07-429.pdf|TextRunner]] + [[http://www.sciencedirect.com/science/article/pii/S0004370205000366|KnowItAll]], Haixing Gu
 * [[http://www.aclweb.org/anthology-new/P/P09/P09-1113.pdf|Distant supervision for RE without labeled data]]
 * [[http://ai.cs.washington.edu/www/media/papers/Wu-acl10.pdf|OpenIE using Wikipedia]], Soraya Nikousokhan
 * [[http://rtw.ml.cmu.edu/rtw/|Never Ending Language Learning]] (Demo / Data available), Lukas Veneziano
 * [[http://ai.cs.washington.edu/www/media/papers/reverb.pdf|ReVerb]] + [[http://turing.cs.washington.edu/papers/etzioni-ijcai2011.pdf|R2A2]] (Code available), Patrick Notz
 * [[http://turing.cs.washington.edu/papers/emnlp12-mausam.pdf|OLLIE]] (Code available), Max Lotstein
 * [[http://www.aclweb.org/anthology-new/D/D12/D12-1104.pdf|PATTY]] (Demo available), Ezequiel Primo
 * [[http://www.cs.umass.edu/~lmyao/papers/univ-schema-tacl.pdf|Relation Extraction With Matrix Factorization]] (Code available), Licón José
 * [[http://trec.nist.gov/data/qamain.html|TREC Question Answering Track]], Jennifer Nist
 * [[http://trec.nist.gov/pubs/trec16/papers/lymba.qa.final.pdf|Lymba (QA System)]], Fabian Schillinger
 * [[http://www.aaai.org/ojs/index.php/aimagazine/article/view/2303|Watson (QA System)]] + [[http://researcher.watson.ibm.com/researcher/files/us-heq/W(11)%20RELATION%20EXTRACTION%2006177734.pdf|Relation Extraction for DeepQA]], Tobias Paxian
 * [[http://dl.acm.org/citation.cfm?id=2505677|Robust Question Answering over the Web of Linked Data]]


{{{#!html
<span style="color:red">If you want to attend the seminar contact us as soon as possible but no later than 06.11.2013 (!). Just write us an email or come by our office. </span>
}}}
== Sessions ==
 1. Wednesday October  23,  2013: '''Introduction and Topic Assignment''' [[http://ad-teaching.informatik.uni-freiburg.de/information-extraction-ws1314/session-1.pdf|Slides (Introduction + Organization, Topics)]], [[http://ad-teaching.informatik.uni-freiburg.de/InformationExtractionWS1314/get-video.php?file=session-1|Video Recording]]
 1. Wednesday October  30,  2013: '''NO SESSION'''
 1. Wednesday November  6,  2013: '''Machine Learning Introduction'''
 1. Wednesday November 13,  2013: '''NLP Basics'''
 1. Wednesday November 20,  2013: '''!TextRunner, WOE(OpenIE using Wikipedia)'''
 1. Wednesday November 27,  2013: '''Reverb, OLLIE'''
 1. Wednesday December  4,  2013: '''NELL, PATTY'''
 1. Wednesday December 11,  2013: '''RE With Matrix Factorization, TREC Question Answering Track'''
 1. Wednesday December 18,  2013: '''Lymba (QA System), Watson (QA System)'''
 1. Wednesday January   8,  2013: '''tbd'''
 1. Wednesday January  15,  2013: '''tbd'''
 1. Wednesday January  22,  2013: '''tbd'''
 1. Wednesday January  29,  2013: '''tbd'''
 1. Wednesday February  5,  2013: '''tbd'''
 1. Wednesday February 12,  2013: '''tbd'''

Attention: Due to illness or assignment of further topics the dates might be postponed by a week or two. We will inform you about changes via email over the Daphne system (so please register), and update this webpage as soon as possible if any shifts occur.

Dates marked 'tbd' are tentative up to now and will be only used if further topics get assigned.