📰 Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis 2022 — accepted papers

Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis 2022 is the 2022 edition of the Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis, held in Dublin, Ireland, May 2022 (publisher: Association for Computational Linguistics). The ACL Anthology lists 35 papers of it; our library holds 2 with our summaries. Below: the most cited papers, every accepted paper, and ours with their topics, authors and institutions.

Most cited papers

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

1. Infusing Knowledge from Wikipedia to Enhance Stance DetectionZihao He, Negar Mokhberian, Kristina Lerman42 citations · our summary
2. Pushing on Personality Detection from Verbal Behavior: A Transformer Meets Text Contours of Psycholinguistic FeaturesElma Kerz, Yu Qiao, Sourabh Zanwar et al.26 citations
3. XLM-EMO: Multilingual Emotion Prediction in Social Media TextFederico Bianchi, Debora Nozza, Dirk Hovy26 citations
4. WASSA 2022 Shared Task: Predicting Empathy, Emotion and Personality in Reaction to News StoriesValentin Barriere, Shabnam Tafreshi, João Sedoc et al.15 citations
5. Empathy and Distress Prediction using Transformer Multi-output Regression and Emotion Analysis with an Ensemble of Supervised and Zero-Shot Learning ModelsFlor Miriam Del Arco, Jaime Collado-Montañez, L. Alfonso Ureña et al.12 citations
6. Team IITP-AINLPML at WASSA 2022: Empathy Detection, Emotion Classification and Personality DetectionSoumitra Ghosh, Dhirendra Maurya, Asif Ekbal et al.11 citations
7. Transformer based ensemble for emotion detectionAditya Kane, Shantanu Patankar, Sahil Khose et al.10 citations
8. Irony Detection for Dutch: a Venture into the ImplicitAaron Maladry, Els Lefever, Cynthia Van Hee et al.9 citations
9. Opinion-based Relational Pivoting for Cross-domain Aspect Term ExtractionAyal Klein, Oren Pereg, Daniel Korat et al.9 citations
10. Transformer-based Architecture for Empathy Prediction and Emotion ClassificationHimil Vasava, Pramegh Uikey, Gaurav Wasnik et al.9 citations

All accepted papers (35)

The most cited first; 2 with our summary link to their page here, the others to the original.

1. Infusing Knowledge from Wikipedia to Enhance Stance DetectionZihao He, Negar Mokhberian, Kristina Lerman42 citations · our summary
2. Pushing on Personality Detection from Verbal Behavior: A Transformer Meets Text Contours of Psycholinguistic FeaturesElma Kerz, Yu Qiao, Sourabh Zanwar et al.26 citations
3. XLM-EMO: Multilingual Emotion Prediction in Social Media TextFederico Bianchi, Debora Nozza, Dirk Hovy26 citations
4. WASSA 2022 Shared Task: Predicting Empathy, Emotion and Personality in Reaction to News StoriesValentin Barriere, Shabnam Tafreshi, João Sedoc et al.15 citations
5. Empathy and Distress Prediction using Transformer Multi-output Regression and Emotion Analysis with an Ensemble of Supervised and Zero-Shot Learning ModelsFlor Miriam Del Arco, Jaime Collado-Montañez, L. Alfonso Ureña et al.12 citations
6. Team IITP-AINLPML at WASSA 2022: Empathy Detection, Emotion Classification and Personality DetectionSoumitra Ghosh, Dhirendra Maurya, Asif Ekbal et al.11 citations
7. Transformer based ensemble for emotion detectionAditya Kane, Shantanu Patankar, Sahil Khose et al.10 citations
8. Irony Detection for Dutch: a Venture into the ImplicitAaron Maladry, Els Lefever, Cynthia Van Hee et al.9 citations
9. Opinion-based Relational Pivoting for Cross-domain Aspect Term ExtractionAyal Klein, Oren Pereg, Daniel Korat et al.9 citations
10. Transformer-based Architecture for Empathy Prediction and Emotion ClassificationHimil Vasava, Pramegh Uikey, Gaurav Wasnik et al.9 citations
11. Evaluating Contextual Embeddings and their Extraction Layers for Depression AssessmentMatthew Matero, Albert Hung, H. Andrew Schwartz8 citations
12. IUCL at WASSA 2022 Shared Task: A Text-only Approach to Empathy and Emotion DetectionYue Chen, Yingnan Ju, Sandra Kübler7 citations
13. Multiplex Anti-Asian Sentiment before and during the Pandemic: Introducing New Datasets from Twitter MiningHao Lin, Pradeep Nalluri, Lantian Li et al.7 citations
14. Continuing Pre-trained Model with Multiple Training Strategies for Emotional ClassificationBin Li, Yixuan Weng, Qiya Song et al.6 citations
15. CAISA at WASSA 2022: Adapter-Tuning for Empathy PredictionAllison Lahnala, Charles Welch, Lucie Flek5 citations
16. Domain-Aware Contrastive Knowledge Transfer for Multi-domain Imbalanced DataZixuan Ke, Mohammad Kachuee, Sungjin Lee5 citations
17. Emotion Analysis of Writers and Readers of Japanese Tweets on VaccinationsPatrick John Ramos, Kiki Ferawati, Kongmeng Liew et al.5 citations
18. Items from Psychometric Tests as Training Data for Personality Profiling Models of Twitter UsersAnne Kreuter, Kai Sassenberg, Roman Klinger5 citations
19. On the Complementarity of Images and Text for the Expression of Emotions in Social MediaAnna Khlyzova, Carina Silberer, Roman Klinger5 citations
20. Polite Task-oriented Dialog Agents: To Generate or to Rewrite?Diogo Silva, David Semedo, João Magalhães5 citations · our summary
21. “splink” is happy and “phrouth” is scary: Emotion Intensity Analysis for Nonsense WordsValentino Sabbatino, Enrica Troiano, Antje Schweitzer et al.5 citations
22. An Ensemble Approach to Detect Emotions at an Essay LevelHimanshu Maheshwari, Vasudeva Varma4 citations
23. Leveraging Emotion-Specific features to improve Transformer performance for Emotion ClassificationShaily Desai, Atharva Kshirsagar, Aditi Sidnerlikar et al.4 citations
24. SURREY-CTS-NLP at WASSA2022: An Experiment of Discourse and Sentiment Analysis for the Prediction of Empathy, Distress and EmotionShenbin Qian, Constantin Orasan, Diptesh Kanojia et al.4 citations
25. SentEMO: A Multilingual Adaptive Platform for Aspect-based Sentiment and Emotion AnalysisEllen De Geyndt, Orphee De Clercq, Cynthia Van Hee et al.4 citations

See all 35 papers in Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis 2022 — accepted papers →

📄 Papers with our summary in our library (2)

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

1. Infusing Knowledge from Wikipedia to Enhance Stance DetectionWorkshop on Computational Approaches to Subjectivity, Sentiment and Social Media AnalysisZihao He, Negar Mokhberian, Kristina Lerman2022 · 72 citations
2. Polite Task-oriented Dialog Agents: To Generate or to Rewrite?Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media AnalysisDiogo Silva, David Semedo, João Magalhães2022 · 9 citations

🧭 Top topics

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

😊Sentiment & emotion (1)🗨️Dialogue systems (1)

📚 Fields

🎭Arts and Humanities (2)🖥️Computer Science (2)

🧑‍🔬 Top authors

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

🏛️ Top institutions

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

🎓University of Southern CaliforniaLos Angeles · United States1 work here🎓Universidade Nova de LisboaLisbon · Portugal1 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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