@inproceedings{WiegandBalahurRothetal.2019, author = {Michael Wiegand and Alexandra Balahur and Benjamin Roth and Dietrich Klakow and Andr{\´e}s Montoyo}, title = {A Survey on the Role of Negation in Sentiment Analysis}, series = {Proceedings of the Workshop on Negation and Speculation in Natural Language Processing (NeSp-NLP 2010), 10 July 2010, Uppsala, Sweden}, editor = {Roser Morante and Caroline Sporleder}, publisher = {Association for Computational Linguistics}, address = {Stroudsburg, PA}, isbn = {9789057282669}, url = {https://nbn-resolving.org/urn:nbn:de:bsz:mh39-84250}, pages = {60 -- 68}, year = {2019}, abstract = {This paper presents a survey on the role of negation in sentiment analysis. Negation is a very common linguistic construction that affects polarity and, therefore, needs to be taken into consideration in sentiment analysis. We will present various computational approaches modeling negation in sentiment analysis. We will, in particular, focus on aspects such as level of representation used for sentiment analysis, negation word detection and scope of negation. We will also discuss limits and challenges of negation modeling on that task.}, language = {en} }