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Discourse and Dialogue 2011: Project. Persuasion in Social Media. Persuasion and argumentation in social media websites and forums. NLDS Dialogue Data. Data collected in the last year in collaboration with FoxTree’s Lab & Anand’s SemLab Convinceme .net 4forums .org Carm . org
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Persuasion in Social Media • Persuasion and argumentation in social media websites and forums
NLDS Dialogue Data • Data collected in the last year in collaboration with FoxTree’s Lab & Anand’sSemLab • Convinceme.net • 4forums.org • Carm.org • Quote/Response Task • P1, P2, P3 task • Also could put more stuff out on Mturk. • Also film scripts from IMSDb • These are downloadable from nldslab.soe.ucsc.edu
IMSDb • Subjective context: reports the thoughts, feelings attitudes etc of a person, not necessarily factual • => all dialogue is subjective, could or could not be true, assertion is attributed to a speaker • Stories/Films etc depend on subjective contexts • Taking the perspective of a narrator, or the person thru whose eyes the story is seen. • In 240 read paper on social networks in novels. Could be done with film. • Anything talk about later wrt the social media data could probably be done with the film corpus.
Using Mechanical Turk to get labels • http://pcon.soe.ucsc.edu/mturk_external/123/123.php?pageId=1597&assignmentId=ASSIGNMENT_ID_NOT_AVAILABLE&hitId=1HNBWKACQBSEV0YDIOYSBWM1C0YNIP • http://pcon.soe.ucsc.edu/mturk_external/qralt/qralt.php?pageId=1398&assignmentId=ASSIGNMENT_ID_NOT_AVAILABLE&hitId=1CEJFP6T9BRSEF7QNPYEV9U37T7Y6W • http://pcon.soe.ucsc.edu/mturk_external/qr/qr.php?pageId=1398&assignmentId=ASSIGNMENT_ID_NOT_AVAILABLE&hitId=1CEJFP6T9BRSEF7QNPYEV9U37T7Y6W
Project 1 page proposal (draft) • What data set you want to work on • Your own our some part of NLDS data • Which discourse/dialogue modelling tasks • Referring expressions (pronouns, the christian right) • Discourse Relations (Implicit relations and those signalled by cue words) • Interaction between discourse relations and other things • Evaluative, Sentiment, Subjective words or phrases or contexts • Detecting anger or heat or hotspots
Project 1 page proposal (cont) • Conversational Structures • Agreement/Disagreement • Sarcasm, Attackingness, Insult/Respect, Own Argument • Initiative Response units (Wang Rose paper) • Social networks (papers week after next) • Politeness markers • What your approach will be (roughly) • E.g. I plan to try to duplicate what is done in paper X • Except that for this data I think I will need to Blah. • If you would like to work on a team • Possible benefits of error analysis on our current results
Robeson & Michael • Have been working on some software to make it easier to generate counts/features for various things • Will tell you about it in a minute. • Beta testers
Other stuff we have • Some scripts for making html files to show things that annotators didn’t agree on (for error analysis) • Big Table with a row for each post • Tables of counts of various aspects of posts • Show example of rebuttals • Distributions of scores for annotations