SubjectivITA: An Italian Corpus for Subjectivity Detection in Newspapers

[1]  Francisco Herrera,et al.  Distinguishing between facts and opinions for sentiment analysis: Survey and challenges , 2018, Inf. Fusion.

[2]  Alan S. Cowen,et al.  GoEmotions: A Dataset of Fine-Grained Emotions , 2020, ACL.

[3]  Bo Pang,et al.  A Sentimental Education: Sentiment Analysis Using Subjectivity Summarization Based on Minimum Cuts , 2004, ACL.

[4]  Serena Villata,et al.  Argument Mining on Italian News Blogs , 2016, CLiC-it/EVALITA.

[5]  Janyce Wiebe,et al.  Development and Use of a Gold-Standard Data Set for Subjectivity Classifications , 1999, ACL.

[6]  Noel Crespi,et al.  A BERT-Based Transfer Learning Approach for Hate Speech Detection in Online Social Media , 2019, COMPLEX NETWORKS.

[7]  Janyce Wiebe,et al.  Learning Subjective Language , 2004, CL.

[8]  Rohit Kumar Kaliyar,et al.  FakeBERT: Fake news detection in social media with a BERT-based deep learning approach , 2021, Multim. Tools Appl..

[9]  Fabio Tamburini,et al.  How "BERTology" Changed the State-of-the-Art also for Italian NLP , 2020, CLiC-it.

[10]  Yoshua Bengio,et al.  Learning Phrase Representations using RNN Encoder–Decoder for Statistical Machine Translation , 2014, EMNLP.

[11]  J. R. Landis,et al.  The measurement of observer agreement for categorical data. , 1977, Biometrics.

[12]  Mizuho Iwaihara,et al.  Utilizing BERT Pretrained Models with Various Fine-Tune Methods for Subjectivity Detection , 2020, APWeb/WAIM.

[13]  Iryna Gurevych,et al.  Reporting Score Distributions Makes a Difference: Performance Study of LSTM-networks for Sequence Tagging , 2017, EMNLP.

[14]  Cristina Bosco,et al.  Developing Corpora for Sentiment Analysis: The Case of Irony and Senti-TUT , 2013, IEEE Intelligent Systems.

[15]  Jeffrey Pennington,et al.  GloVe: Global Vectors for Word Representation , 2014, EMNLP.

[16]  David E. Losada,et al.  An empirical study of sentence features for subjectivity and polarity classification , 2014, Inf. Sci..

[17]  Iryna Gurevych,et al.  Making Monolingual Sentence Embeddings Multilingual Using Knowledge Distillation , 2020, EMNLP.

[18]  Paolo Torroni,et al.  Cross-lingual Annotation Projection in Legal Texts , 2020, COLING.

[19]  Ming-Wei Chang,et al.  BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding , 2019, NAACL.

[20]  Tommaso Caselli,et al.  Evalita 2018: Overview on the 6th Evaluation Campaign of Natural Language Processing and Speech Tools for Italian , 2018, EVALITA@CLiC-it.

[21]  Claire Cardie,et al.  Annotating Expressions of Opinions and Emotions in Language , 2005, Lang. Resour. Evaluation.