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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. |
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, October 30, 2013. 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. |
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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): |
The topics and dates were assigned and roughly explained in the first sessions. |
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* [[https://www.aaai.org/Papers/IJCAI/2007/IJCAI07-429.pdf|TextRunner]] + [[http://www.sciencedirect.com/science/article/pii/S0004370205000366|KnowItAll]] * [[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]] * [[http://rtw.ml.cmu.edu/rtw/|Never Ending Language Learning]] (Demo / Data available) * [[http://aclweb.org/anthology//W/W10/W10-0907.pdf|SRL-IE]] |
* [[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]], Toby Peoples * [[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 |
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* [[http://www.aclweb.org/anthology-new/D/D12/D12-1104.pdf|PATTY]] (Demo available) * [[http://aclweb.org/anthology/W/W12/W12-0702.pdf|Dependency based OpenIE]] (Code available) * [[http://www.mpi-inf.mpg.de/~rgemulla/publications/delcorro13clausie.pdf|ClausIE]] (Code available) * [[http://www.cs.umass.edu/~lmyao/papers/univ-schema-tacl.pdf|Relation Extraction With Matrix Factorization]] (Code available), Licon Jose * [[http://wwwusers.di.uniroma1.it/~moro/MoroNavigli_IJCAI13.pdf|Integrating Syntactic and Semantic Analysis into OpenIE]] * [[http://trec.nist.gov/data/qamain.html|TREC Question Answering Track]] * [[http://trec.nist.gov/pubs/trec16/papers/lymba.qa.final.pdf|Lymba (QA System)]] |
* [[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 (QA System)]], Simon Skilevic |
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{{{#!html <span style="color:red">We are no longer assigning new topics.</span> }}} |
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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]], [[http://youtu.be/Bfk5_Z1T7uo|YouTube]] 1. Wednesday October 30, 2013: '''NO SESSION''' 1. Wednesday November 6, 2013: '''Machine Learning Introduction''' [[http://ad-teaching.informatik.uni-freiburg.de/information-extraction-ws1314/session-2.pptx|Slides]], [[http://ad-teaching.informatik.uni-freiburg.de/InformationExtractionWS1314/get-video.php?file=session-2|Video Recording]], [[http://youtu.be/QdnrNGXL0Ms|YouTube]] 1. Wednesday November 13, 2013: '''NO SESSION''' 1. Wednesday November 20, 2013: '''NLP Basics''' (Sven Lieber) 1. Wednesday November 27, 2013: '''!TextRunner''' (Haixing Gu), '''WOE(OpenIE using Wikipedia)''' (Soraya Nikousokhan) 1. Wednesday December 4, 2013: '''Reverb''' (Patrick Notz), '''OLLIE''' (Max Lotstein) 1. Wednesday December 11, 2013: '''NELL''' (Lukas Veneziano), '''PATTY''' (Ezequiel Primo) 1. Wednesday December 18, 2013: '''Distant supervision for RE''' (Toby Peoples), '''RE With Matrix Factorization''' (Licón José) 1. Wednesday January 8, 2013: '''TREC Question Answering Track''' (Jennifer Nist), '''Lymba (QA System)''' (Fabian Schillinger) 1. Wednesday January 15, 2013: '''Robust QA over the Web of Linked Data (QA System)''' (Simon Skilevic), '''Watson (QA System)''' (Tobias Paxian) |
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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)]] 1. Wednesday November 6, 2013: '''Machine Learning Introduction''' 1. Wednesday November 13, 2013: '''NLP Basics''' 1. Wednesday November 20, 2013: '''Reverb''' 1. Wednesday November 27, 2013: '''OLLIE''' 1. Wednesday December 4, 2013: '''Relation Extraction With Matrix Factorization''' 1. Wednesday December 11, 2013: '''tbd''' 1. Wednesday December 18, 2013: '''tbd''' 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 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. |
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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. {{{ #!html <span style="color:red">....</span> }}} |
||Date ||Topic || ||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]], [[http://youtu.be/Bfk5_Z1T7uo|YouTube]] || ||Wednesday October 30, 2013 ||'''NO SESSION'''|| ||Wednesday November 6, 2013 ||'''Machine Learning Introduction''' (Robin Schirrmeister) [[http://ad-teaching.informatik.uni-freiburg.de/information-extraction-ws1314/session-2.pptx|Slides]], [[http://ad-teaching.informatik.uni-freiburg.de/InformationExtractionWS1314/get-video.php?file=session-2|Video Recording]], [[http://youtu.be/QdnrNGXL0Ms|YouTube]]|| ||Wednesday November 13, 2013 ||'''NO SESSION'''|| ||Wednesday November 20, 2013 ||'''NLP Basics''' (Sven Lieber)|| ||Wednesday November 27, 2013 ||'''!TextRunner''' (Haixing Gu), '''WOE(OpenIE using Wikipedia)''' (Soraya Nikousokhan)|| |
Welcome to the Wiki of the seminar ''Information Extraction'' in the winter semester 2013 / 2014
This seminar will be given by Elmar Haußmann and Sabine Storandt, from the chair of 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, October 30, 2013. 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 were assigned and roughly explained in the first sessions.
- NLP Basics 1/2 (POS tagging, chunking, NER, NED), Sven Lieber
- NLP Basics 2/2 (constituent / dependency parsing, SRL), Sven Lieber
TextRunner + KnowItAll, Haixing Gu
Distant supervision for RE without labeled data, Toby Peoples
OpenIE using Wikipedia, Soraya Nikousokhan
Never Ending Language Learning (Demo / Data available), Lukas Veneziano
OLLIE (Code available), Max Lotstein
PATTY (Demo available), Ezequiel Primo
Relation Extraction With Matrix Factorization (Code available), Licón José
TREC Question Answering Track, Jennifer Nist
Lymba (QA System), Fabian Schillinger
Watson (QA System) + Relation Extraction for DeepQA, Tobias Paxian
Robust Question Answering over the Web of Linked Data (QA System), Simon Skilevic
We are no longer assigning new topics.
Sessions
Wednesday October 23, 2013: Introduction and Topic Assignment Slides (Introduction + Organization, Topics), Video Recording, YouTube
Wednesday October 30, 2013: NO SESSION
Wednesday November 6, 2013: Machine Learning Introduction Slides, Video Recording, YouTube
Wednesday November 13, 2013: NO SESSION
Wednesday November 20, 2013: NLP Basics (Sven Lieber)
Wednesday November 27, 2013: TextRunner (Haixing Gu), WOE(OpenIE using Wikipedia) (Soraya Nikousokhan)
Wednesday December 4, 2013: Reverb (Patrick Notz), OLLIE (Max Lotstein)
Wednesday December 11, 2013: NELL (Lukas Veneziano), PATTY (Ezequiel Primo)
Wednesday December 18, 2013: Distant supervision for RE (Toby Peoples), RE With Matrix Factorization (Licón José)
Wednesday January 8, 2013: TREC Question Answering Track (Jennifer Nist), Lymba (QA System) (Fabian Schillinger)
Wednesday January 15, 2013: Robust QA over the Web of Linked Data (QA System) (Simon Skilevic), Watson (QA System) (Tobias Paxian)
Attention: Due to illness 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.
Date |
Topic |
Wednesday October 23, 2013 |
Introduction and Topic Assignment Slides (Introduction + Organization, Topics), Video Recording, YouTube |
Wednesday October 30, 2013 |
NO SESSION |
Wednesday November 6, 2013 |
Machine Learning Introduction (Robin Schirrmeister) Slides, Video Recording, YouTube |
Wednesday November 13, 2013 |
NO SESSION |
Wednesday November 20, 2013 |
NLP Basics (Sven Lieber) |
Wednesday November 27, 2013 |
TextRunner (Haixing Gu), WOE(OpenIE using Wikipedia) (Soraya Nikousokhan) |