[PDF] Top 20 Recognizing Stances in Online Debates

... Several researchers have worked on similar tasks. Kim and Hovy (2007) predict the results of an election by analyzing forums discussing the elec- tions. Theirs is a supervised bag-of-words sys- tem using unigrams, ... See full document

... as debates (Cabrio and Villata, ...are online user discussions: comments on newspaper articles, so- cial networks, blogs, and discussion forums – all argumentation arenas without strict ... See full document

... age criterion has been shown to greatly affect cluster- ing performance. We experiment with complete link- age (farthest neighbor clustering) and Ward’s method (Ward Jr, 1963), which minimizes the within-cluster variance ... See full document

... different stances - the overall quality of the debate is still highly relevant and has to be taken into account when de- ciding which argument is more ...different debates than using the actual number of ... See full document

... In all cases — bar logistic regression on the pf set — aggregation of local classifications improves the performance of global classification. This is more marked in the usmb data set, which has slightly more exchanges ... See full document

... opposed stances (Thomas et ...in recognizing op- posed stances (Somasundaran and Wiebe, ...ical stances in online debates using a generated ar- guing clues from the Multi ... See full document

... at recognizing TE should detect an entailment relation between T1 and H (Example 1), and a contradiction between T2 and H (Example ...or debates to detect the accepted arguments among those expressed by the ... See full document

... Online debate forums provide a rich col- lection of differing opinions on vari- ous topics. In dual-sided debates, users present their opinions or judge other’s opinions to support their stance. In this ... See full document

... In this work, we explore if and how ideologi- cal stances can be recognized using opinion analy- sis. Following (Somasundaran and Wiebe, 2009), stance, as used in this work, refers to an overall po- sition held by ... See full document

... Debate Stance Recognition aims to detect stance of an opinion’s holder in text. Somasun- daran and Wiebe (2009) noticed that in online de- bate posts, people debate issues, express their fa- vorites, oppose other ... See full document

... stances they are multilocular cysts which are contain large amounts of lymphatic fluid,. Fic[r] ... See full document

... Both approaches above are supervised and re- quire a predefined set of main claims. Given a large-enough collection of user posts, there seem to be at least two ways in which main claims can be identified. First, they ... See full document

... the online SQG group, as compared to those to the online D&P, were more motivated to learn English, and tended to agree more with statements such as: learning the content covered in English class is ... See full document

... We identify agreement and disagreement be- tween utterances that express stances towards a topic of discussion. Existing methods fo- cus mainly on conversational settings, where dialogic features are used for ... See full document

... Introduction This is an imagined dialogue between Weber and Simmel in which we seek to honour the remit of the Edinburgh conference for which the dialogue was prepared and where it was r[r] ... See full document

... Teachers and instructors address some objectives of using debates in classroom. These objectives need to be implemented through utilizing interesting materials to activate and trigger the cognitive thinking of the ... See full document

... The study was designed to measure the impact force (peak) of a straight punch executed in two different stances. However, the acquiring device does not mimic the human body inertia, or the inertia of such training ... See full document

... Task 2 for debates in category Politics. As shown in Table 5, using user-based features only, the matching political ideology feature performs the best (80.40%). Linguistic features (refer to Ta- ble 5 for the ... See full document

... Ethics and education are the two sides of the same coin and are complementary to each other. The two words, ethics and education are positively interrelated. They together form a personality that has potent to encourage ... See full document

... There are some research papers published on anal- ysis of online discussions. Some researches re- ported on how to analyze and navigate IBM Jam sessions. Millen et al. pointed out the importance of supporting the ... See full document