Lexicon-based vs. Bert-based sentiment analysis: A comparative study in Italian
Recent evolutions in the e-commerce market have led to an increasing importance attributed
by consumers to product reviews made by third parties before proceeding to purchase. The …
by consumers to product reviews made by third parties before proceeding to purchase. The …
Sentiment lexicons and non-English languages: a survey
The ever-increasing number of Internet users and online services, such as Amazon, Twitter
and Facebook has rapidly motivated people to not just transact using the Internet but to also …
and Facebook has rapidly motivated people to not just transact using the Internet but to also …
An effective BERT-based pipeline for Twitter sentiment analysis: A case study in Italian
Over the last decade industrial and academic communities have increased their focus on
sentiment analysis techniques, especially applied to tweets. State-of-the-art results have …
sentiment analysis techniques, especially applied to tweets. State-of-the-art results have …
The unbearable hurtfulness of sarcasm
In the last decade, the need to detect automatically irony to correctly recognize the sentiment
and hate speech involved in online texts increased the investigation on humorous figures of …
and hate speech involved in online texts increased the investigation on humorous figures of …
A multilingual evaluation for online hate speech detection
The increasing popularity of social media platforms such as Twitter and Facebook has led to
a rise in the presence of hate and aggressive speech on these platforms. Despite the …
a rise in the presence of hate and aggressive speech on these platforms. Despite the …
Monitoring the public opinion about the vaccination topic from tweets analysis
The paper presents an intelligent system to automatically infer trends in the public opinion
regarding the stance towards the vaccination topic: it enables the detection of significant …
regarding the stance towards the vaccination topic: it enables the detection of significant …
Multilingual evaluation of pre-processing for BERT-based sentiment analysis of tweets
Social media offer a big amount of information, to exploit in many fields of research.
However, while methods for Natural Language Processing are being developed with good …
However, while methods for Natural Language Processing are being developed with good …
[PDF][PDF] Building sentiment lexicons for all major languages
Sentiment analysis in a multilingual world remains a challenging problem, because
develo** language-specific sentiment lexicons is an extremely resourceintensive process …
develo** language-specific sentiment lexicons is an extremely resourceintensive process …
A survey on pragmatic processing techniques
Pragmatics, situated in the domains of linguistics and computational linguistics, explores the
influence of context on language interpretation, extending beyond the literal meaning of …
influence of context on language interpretation, extending beyond the literal meaning of …
Overview of the evalita 2016 sentiment polarity classification task
Abstract The Sentiment Polarity Classification Task 2016 (SENTIPOLC), is a rerun of the
shared task on sentiment classification at the message level on Italian tweets proposed for …
shared task on sentiment classification at the message level on Italian tweets proposed for …