Another line of research that is correlated with ours is recognition of agreement/disagreement ( Misra and Walker , 2013 ; Yin et al. , 2012 ; Abbott et al. , 2011 ; Andreas et al. , 2012 ; Galley et al. , 2004 ; Hillard et al. , 2003 ) and classification of stances ( Walker et al. , 2012 ; Somasundaran and Wiebe , 2010 ) in online forums .
identifying agreement and disagreement in conversational speech use of bayesian networks to model pragmatic dependencies
Michel Galley Kathleen McKeown Julia Hirschberg Elizabeth Shriberg
The corpus and guidelines will also be shared with the research community . Another line of research that is correlated with ours is recognition of agreement/disagreement ( Misra and Walker , 2013 ; Yin et al. , 2012 ; Abbott et al. , 2011 ; Andreas et al. , 2012 ; Galley et al. , 2004 ; Hillard et al. , 2003 ) and classification of stances ( Walker et al. , 2012 ; Somasundaran and Wiebe , 2010 ) in online forums . For future work , we can utilize textual features ( contextual , dependency , discourse markers ) , relevant multiword expressions and topic modeling ( Mukherjee and Liu , 2013 ) , and thread structure ( Murakami and Raymond , 2010 ; Agrawal et al. , 2003 ) to improve the Agree/Disagree classification accuracy .
Another line of research that is correlated with ours is recognition of agreement/disagreement ( Misra and Walker , 2013 ; Yin et al. , 2012 ; Abbott et al. , 2011 ; Andreas et al. , 2012 ; @@CITATION ; Hillard et al. , 2003 ) and classification of stances ( Walker et al. , 2012 ; Somasundaran and Wiebe , 2010 ) in online forums .