Includes bibliographical references and index.

Contextual valence shifters / Livia Polani, Annie Zaenen -- Conveying attitude with reported speech / Sabine Bergler -- Where attitudinal expressions get their attitude / Jussi Karlgren, Gunnar Eriksson, Kristofer Franzacuteen -- Analysis of linguistic features associated with point of view for generating stylistically appropriate text / Nancy L. Green -- The subjectivity of lexical cohesion in text / Jane Morris, Graeme Hirst -- A weighted referential activity dictionary / Wilma Bucci, Bernard Maskit -- Certainty identification in texts : categorization model and manual tagging results / Victoria L. Rubin, Elizabeth D. Liddy, Noriko Kando -- Evaluating an opinion annotation scheme using a new multi-perspective question and answer corpus / Veselin Stoyanov ... [et al.] -- Validating the coverage of lexical resources for affect analysis and automatically classifying new words along semantic axes / Gregory Grefenstette ... [et al.] -- A computational semantic lexicon of French verbs of emotion / Yvette Yannick Mathieu -- Extracting opinion propositions and opinion holders using syntactic and lexical cues / Steven Bethard ... [et al.] -- Approaches for automatically tagging affect / Nathanael Chambers, Joel Tetreault, James Allen -- Argument zoning for improved citation indexing / Simone Teufel -- Politeness and bias in dialogue summarization : two exploratory studies / Norton Trevisan Roman ... [et al.] -- Generating more-positive and more-negative text / Diana Zaiu Inkpen, Olsoftsignga Feiguina, Graeme Hirst -- Identifying interpersonal distance using systemic features / Casey Whitelaw, Jon Patrick, Maria Herke-Couchman -- Corpus-based study of scientific methodology : comparing the historical and experimental sciences / Shlomo Argamon, Jeff Dodick -- Argumentative zoning applied to critiquing novices' scientific abstracts / Valacuteeria D. Feltrim ... [et al.] -- Using hedges to classify citations in scientific articles / Chrysanne Di Marco, Frederick W. Kroon, Robert E. Mercer -- Towards a robust metric of polarity / Kamia Nigam, Matthew Hurst -- Characterizing buzz and sentiment in internet sources : linguistic summaries and predictive behaviors / Richard M. Tong, Ronald R. Yager -- Good news or bad news? Let the market decide / Moshe Koppel, Itai Shtrimberg -- Opinion polarity identification of movie reviews / Franco Salvetti, Christoph Reichenbach, Stephen Lewis -- Multi-document viewpoint summarization focused on facts, opinion and knowledge / Yohei Seki, Koji Eguchi, Noriko Kando.