TY - CHAP U1 - Konferenzveröffentlichung A1 - Wiegand, Michael A1 - Schulder, Marc A1 - Ruppenhofer, Josef T1 - Opinion Holder and Target Extraction for Verb-based Opinion Predicates – The Problem is Not Solved T2 - Proceedings of the 6th Workshop in Computational Approaches to Subjectivity and Sentiment Analysis. Lisbon, Portugal: N2 - We offer a critical review of the current state of opinion role extraction involving opinion verbs. We argue that neither the currently available lexical resources nor the manually annotated text corpora are sufficient to appropriately study this task. We introduce a new corpus focusing on opinion roles of opinion verbs from the Subjectivity Lexicon and show potential benefits of this corpus. We also demonstrate that state-of-the-art classifiers perform rather poorly on this new dataset compared to the standard dataset for the task showing that there still remains significant research to be done. KW - opinion role extraction KW - opinion verbs KW - Propositionale Einstellung KW - Automatische Sprachanalyse KW - Korpus KW - Verb Y1 - 2015 U6 - https://nbn-resolving.org/urn:nbn:de:bsz:mh39-50835 UN - https://nbn-resolving.org/urn:nbn:de:bsz:mh39-50835 UR - https://aclweb.org/anthology/W/W15/#0300 SN - 978-1-941643-32-7 SB - 978-1-941643-32-7 SP - 148 EP - 155 PB - The Association for Computational Linguistics CY - New York ER -