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Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis 2018 — accepted papers

Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis 2018 is the 2018 edition of the Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis, held in Brussels, Belgium, October 2018 (publisher: Association for Computational Linguistics). OpenAlex lists 50 papers of it; our library holds 1 with our summaries. Below: the most cited papers, every accepted paper, and ours with their topics, authors and institutions.

 50papers in the proceedings 1work in our library 142citations of these works Brussels, Belgiumwhere it was held October 2018when

Most cited papers

By their OpenAlex citations; a paper with our summary links to its page here, the others to the original.

  1. Deep contextualized word representations for detecting sarcasm and ironySuzana Ilić, Edison Marrese-Taylor, Jorge Balazs et al.122 citations · our summary
  2. Exploring and Learning Suicidal Ideation Connotations on Social Media with Deep LearningRamit Sawhney, Prachi Manchanda, Puneet Mathur et al.115 citations
  3. Emo2Vec: Learning Generalized Emotion Representation by Multi-task TrainingPeng Xu, Andrea Madotto, Chien-Sheng Wu et al.82 citations
  4. Self-Attention: A Better Building Block for Sentiment Analysis Neural Network ClassifiersArtaches Ambartsoumian, Fred Popowich65 citations
  5. IEST: WASSA-2018 Implicit Emotions Shared TaskRoman Klinger, Orphée De Clercq, Saif Mohammad et al.64 citations
  6. Not Just Depressed: Bipolar Disorder Prediction on RedditIvan Sekulic, Matej Gjurković, Jan Šnajder56 citations
  7. NLP at IEST 2018: BiLSTM-Attention and LSTM-Attention via Soft Voting in Emotion ClassificationQimin Zhou, Hao Wu45 citations
  8. Sentiment analysis under temporal shiftJan Lukes, Anders Søgaard35 citations
  9. Super Characters: A Conversion from Sentiment Classification to Image ClassificationBaohua Sun, Lin Yang, Patrick Dong et al.33 citations
  10. Aspect Based Sentiment Analysis into the WildCaroline Brun, Vassilina Nikoulina31 citations

All accepted papers (50)

The most cited first; 1 with our summary link to their page here, the others to the original.

  1. Deep contextualized word representations for detecting sarcasm and ironySuzana Ilić, Edison Marrese-Taylor, Jorge Balazs et al.122 citations · our summary
  2. Exploring and Learning Suicidal Ideation Connotations on Social Media with Deep LearningRamit Sawhney, Prachi Manchanda, Puneet Mathur et al.115 citations
  3. Emo2Vec: Learning Generalized Emotion Representation by Multi-task TrainingPeng Xu, Andrea Madotto, Chien-Sheng Wu et al.82 citations
  4. Self-Attention: A Better Building Block for Sentiment Analysis Neural Network ClassifiersArtaches Ambartsoumian, Fred Popowich65 citations
  5. IEST: WASSA-2018 Implicit Emotions Shared TaskRoman Klinger, Orphée De Clercq, Saif Mohammad et al.64 citations
  6. Not Just Depressed: Bipolar Disorder Prediction on RedditIvan Sekulic, Matej Gjurković, Jan Šnajder56 citations
  7. NLP at IEST 2018: BiLSTM-Attention and LSTM-Attention via Soft Voting in Emotion ClassificationQimin Zhou, Hao Wu45 citations
  8. Sentiment analysis under temporal shiftJan Lukes, Anders Søgaard35 citations
  9. Super Characters: A Conversion from Sentiment Classification to Image ClassificationBaohua Sun, Lin Yang, Patrick Dong et al.33 citations
  10. Aspect Based Sentiment Analysis into the WildCaroline Brun, Vassilina Nikoulina31 citations
  11. Disney at IEST 2018: Predicting Emotions using an EnsembleWojciech Witon, Pierre Colombo, Ashutosh Modi et al.28 citations
  12. Arabizi sentiment analysis based on transliteration and automatic corpus annotationImane Guellil, Ahsan Adeel, Faical Azouaou et al.26 citations
  13. Creating a Dataset for Multilingual Fine-grained Emotion-detection Using Gamification-based AnnotationEmily Öhman, Kaisla Kajava, Jörg Tiedemann et al.20 citations
  14. Dual Memory Network Model for Biased Product Review ClassificationYunfei Long, Mingyu Ma, Qin Lu et al.19 citations
  15. Homonym Detection For Humor Recognition In Short TextSven van den Beukel, Lora Aroyo18 citations
  16. Topic-Specific Sentiment Analysis Can Help Identify Political IdeologySumit Bhatia, Deepak P17 citations
  17. Words Worth: Verbal Content and Hirability Impressions in YouTube Video ResumesSkanda Muralidhar, Laurent Nguyen, Daniel Gatica-Perez17 citations
  18. NTUA-SLP at IEST 2018: Ensemble of Neural Transfer Methods for Implicit Emotion ClassificationAlexandra Chronopoulou, Aikaterini Margatina, Christos Baziotis et al.15 citations
  19. Sentylic at IEST 2018: Gated Recurrent Neural Network and Capsule Network Based Approach for Implicit Emotion DetectionPrabod Rathnayaka, Supun Abeysinghe, Chamod Samarajeewa et al.15 citations
  20. IIIDYT at IEST 2018: Implicit Emotion Classification With Deep Contextualized Word RepresentationsJorge Balazs, Edison Marrese-Taylor, Yutaka Matsuo13 citations
  21. Identifying Opinion-Topics and Polarity of Parliamentary Debate MotionsGavin Abercrombie, Riza Theresa Batista-Navarro13 citations
  22. Language Independent Sentiment Analysis with Sentiment-Specific Word EmbeddingsCarl Saroufim, Akram Almatarky, Mohammad Abdel Hady12 citations
  23. Learning Comment Controversy Prediction in Web Discussions Using Incidentally Supervised Multi-Task CNNsNils Rethmeier, Marc Hübner, Leonhard Hennig12 citations
  24. Amobee at IEST 2018: Transfer Learning from Language ModelsAlon Rozental, Daniel Fleischer, Zohar Kelrich10 citations
  25. Ternary Twitter Sentiment Classification with Distant Supervision and Sentiment-Specific Word EmbeddingsMats Byrkjeland, Frederik Gørvell de Lichtenberg, Björn Gambäck9 citations

See all 50 papers in Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis 2018 — accepted papers →

 Papers with our summary in our library (1)

The most cited first (OpenAlex citations plus our library's).

  1. Deep contextualized word representations for detecting sarcasm and ironyWorkshop on Computational Approaches to Subjectivity, Sentiment and Social Media AnalysisSuzana Ilić, Edison Marrese-Taylor, Jorge Balazs, et al.2018 · 142 citations

 Top topics

Topics of its works in our library, with the number of works on each.

Sentiment & emotion (1)

 Fields

Arts and Humanities (1)Computer Science (1)

 Top authors

Authors with a page who published here most often: their works here, and the citations of those works.

🧑‍🔬Edison Marrese-Taylor1 work here · 142 citations🧑‍🔬Jorge Balazs1 work here · 142 citations🧑‍🔬Suzana Ilić1 work here · 142 citations🧑‍🔬Yutaka Matsuo1 work here · 142 citations

 Top institutions

Institutions on the bylines of its works here, by the number of works.

🎓Universität InnsbruckInnsbruck · Austria1 work here🎓The University of TokyoTokyo · Japan1 work here

Place and dates from the event's site or the ACL Anthology; works and citations from OpenAlex and our library.

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