Mining arguments from well-formed and user generated content in Social Media
- Targeted audience
- Komedia Master
- Angewandte Informatik Master
- ISE Master
- Technomathematik Master
Das Seminar beschäftigt sich mit Verfahren, die zum Argument Mining benutzt werden.
This seminar focuses on approaches used to perform argument mining.
Every participant is supposed to prepare a presentation of 40 minutes about a choosen topic from the list. A literature research for is mandatory, where relevant works (3 papers which form the state-of-the art in the field and further 3-5 papers which have similar weight in that field) will be choosen in consultation with the supervisor. The talks have to be given at the seminar. The literature is in english, but the talk can be given in german or in english. All participants are expected to take part in the discussions about the presentation topics.
After the presentation a composition should be written, which also needs to address all issues raised during the presentation days. The elaboration should not merely be a summary or translation of the underlying papers, but it should point out the advantages and disadvantages of the considered architecture or methods and classify it in the context.
Presentation-topics and supervisors
Detection of argumentative texts Argument classification: claims and premises
Linking claims and premises
Retrieving argumentative documents
Retrieving relevant premises to claims Stance detection in arguments
- Strategies of argumentative corpora collection
- Influence of corpora on the argument mining pipeline
Argument mining in Twitter or other social platforms
Sentiment detection in arguments
Rumour detection in social media
- Stance detection in rumours
Veracity classification for rumours
Clustering of short texts
The registration is now open. Send an E-Mail to Ahmet Aker including the following information: student id, first and lastname, name of subject, semester, and up to three topics of choice.
- 3.04.2017 - 24.04.2017: Registration
- 25.04.2017: Topic & Mentor (per mail)
- 26.04.2017: Introduction to scientific working (14:00 - 15:30 LF 226)
- 26.05.2017: Relevant papers
- 09.06.2017: Thesis of the presentation
- 23.06.2017: Structure
- 07.07.2017: Presentation slides
- End of semester -ish: Block seminar
- Two weeks later: Written report
The following slides contain information that can be used as help for the seminar (sorry the slides are in German).