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title: "Workshop on Computational Approaches to Subjectivity,"
description: "All 35 papers of Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis 2022, the most cited first…"
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# Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis 2022: all accepted papers

35 papers · the most cited first · [← Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis 2022](https://md.research.elamur.ai/free/en/venues/wassa/2022/)

1. **[Infusing Knowledge from Wikipedia to Enhance Stance Detection](https://md.research.elamur.ai/free/en/papers/he-2022-infusing-knowledge-wikipedia-enhance-stance/)**Zihao He, Negar Mokhberian, Kristina Lerman*42 citations · our summary*
2. **[Pushing on Personality Detection from Verbal Behavior: A Transformer Meets Text Contours of Psycholinguistic Features ↗](https://aclanthology.org/2022.wassa-1.17/)**Elma Kerz, Yu Qiao, Sourabh Zanwar et al.*26 citations*
3. **[XLM-EMO: Multilingual Emotion Prediction in Social Media Text ↗](https://aclanthology.org/2022.wassa-1.18/)**Federico Bianchi, Debora Nozza, Dirk Hovy*26 citations*
4. **[WASSA 2022 Shared Task: Predicting Empathy, Emotion and Personality in Reaction to News Stories ↗](https://aclanthology.org/2022.wassa-1.20/)**Valentin 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 Models ↗](https://aclanthology.org/2022.wassa-1.23/)**Flor 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 Detection ↗](https://aclanthology.org/2022.wassa-1.26/)**Soumitra Ghosh, Dhirendra Maurya, Asif Ekbal et al.*11 citations*
7. **[Transformer based ensemble for emotion detection ↗](https://aclanthology.org/2022.wassa-1.25/)**Aditya Kane, Shantanu Patankar, Sahil Khose et al.*10 citations*
8. **[Irony Detection for Dutch: a Venture into the Implicit ↗](https://aclanthology.org/2022.wassa-1.16/)**Aaron Maladry, Els Lefever, Cynthia Van Hee et al.*9 citations*
9. **[Opinion-based Relational Pivoting for Cross-domain Aspect Term Extraction ↗](https://aclanthology.org/2022.wassa-1.11/)**Ayal Klein, Oren Pereg, Daniel Korat et al.*9 citations*
10. **[Transformer-based Architecture for Empathy Prediction and Emotion Classification ↗](https://aclanthology.org/2022.wassa-1.27/)**Himil Vasava, Pramegh Uikey, Gaurav Wasnik et al.*9 citations*
11. **[Evaluating Contextual Embeddings and their Extraction Layers for Depression Assessment ↗](https://aclanthology.org/2022.wassa-1.9/)**Matthew Matero, Albert Hung, H. Andrew Schwartz*8 citations*
12. **[IUCL at WASSA 2022 Shared Task: A Text-only Approach to Empathy and Emotion Detection ↗](https://aclanthology.org/2022.wassa-1.21/)**Yue Chen, Yingnan Ju, Sandra Kübler*7 citations*
13. **[Multiplex Anti-Asian Sentiment before and during the Pandemic: Introducing New Datasets from Twitter Mining ↗](https://aclanthology.org/2022.wassa-1.2/)**Hao Lin, Pradeep Nalluri, Lantian Li et al.*7 citations*
14. **[Continuing Pre-trained Model with Multiple Training Strategies for Emotional Classification ↗](https://aclanthology.org/2022.wassa-1.22/)**Bin Li, Yixuan Weng, Qiya Song et al.*6 citations*
15. **[CAISA at WASSA 2022: Adapter-Tuning for Empathy Prediction ↗](https://aclanthology.org/2022.wassa-1.31/)**Allison Lahnala, Charles Welch, Lucie Flek*5 citations*
16. **[Domain-Aware Contrastive Knowledge Transfer for Multi-domain Imbalanced Data ↗](https://aclanthology.org/2022.wassa-1.3/)**Zixuan Ke, Mohammad Kachuee, Sungjin Lee*5 citations*
17. **[Emotion Analysis of Writers and Readers of Japanese Tweets on Vaccinations ↗](https://aclanthology.org/2022.wassa-1.10/)**Patrick John Ramos, Kiki Ferawati, Kongmeng Liew et al.*5 citations*
18. **[Items from Psychometric Tests as Training Data for Personality Profiling Models of Twitter Users ↗](https://aclanthology.org/2022.wassa-1.35/)**Anne Kreuter, Kai Sassenberg, Roman Klinger*5 citations*
19. **[On the Complementarity of Images and Text for the Expression of Emotions in Social Media ↗](https://aclanthology.org/2022.wassa-1.1/)**Anna Khlyzova, Carina Silberer, Roman Klinger*5 citations*
20. **[Polite Task-oriented Dialog Agents: To Generate or to Rewrite?](https://md.research.elamur.ai/free/en/papers/silva-2022-polite-task-oriented-dialog-agents/)**Diogo Silva, David Semedo, João Magalhães*5 citations · our summary*
21. **[“splink” is happy and “phrouth” is scary: Emotion Intensity Analysis for Nonsense Words ↗](https://aclanthology.org/2022.wassa-1.4/)**Valentino Sabbatino, Enrica Troiano, Antje Schweitzer et al.*5 citations*
22. **[An Ensemble Approach to Detect Emotions at an Essay Level ↗](https://aclanthology.org/2022.wassa-1.30/)**Himanshu Maheshwari, Vasudeva Varma*4 citations*
23. **[Leveraging Emotion-Specific features to improve Transformer performance for Emotion Classification ↗](https://aclanthology.org/2022.wassa-1.24/)**Shaily 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 Emotion ↗](https://aclanthology.org/2022.wassa-1.29/)**Shenbin Qian, Constantin Orasan, Diptesh Kanojia et al.*4 citations*
25. **[SentEMO: A Multilingual Adaptive Platform for Aspect-based Sentiment and Emotion Analysis ↗](https://aclanthology.org/2022.wassa-1.5/)**Ellen De Geyndt, Orphee De Clercq, Cynthia Van Hee et al.*4 citations*
26. **[Assessment of Massively Multilingual Sentiment Classifiers ↗](https://aclanthology.org/2022.wassa-1.13/)**Krzysztof Rajda, Lukasz Augustyniak, Piotr Gramacki et al.*3 citations*
27. **[Evaluating Content Features and Classification Methods for Helpfulness Prediction of Online Reviews: Establishing a Benchmark for Portuguese ↗](https://aclanthology.org/2022.wassa-1.19/)**Rogério Sousa, Thiago Pardo*3 citations*
28. **[Improving Social Meaning Detection with Pragmatic Masking and Surrogate Fine-Tuning ↗](https://aclanthology.org/2022.wassa-1.14/)**Chiyu Zhang, Muhammad Abdul-Mageed*3 citations*
29. **[Prompt-based Pre-trained Model for Personality and Interpersonal Reactivity Prediction ↗](https://aclanthology.org/2022.wassa-1.28/)**Bin Li, Yixuan Weng, Qiya Song et al.*3 citations*
30. **[Uncertainty Regularized Multi-Task Learning ↗](https://aclanthology.org/2022.wassa-1.8/)**Kourosh Meshgi, Maryam Sadat Mirzaei, Satoshi Sekine*3 citations*
31. **[Tagging Without Rewriting: A Probabilistic Model for Unpaired Sentiment and Style Transfer ↗](https://aclanthology.org/2022.wassa-1.33/)**Shuo Yang*2 citations*
32. **[Can Emotion Carriers Explain Automatic Sentiment Prediction? A Study on Personal Narratives ↗](https://aclanthology.org/2022.wassa-1.6/)**Seyed Mahed Mousavi, Gabriel Roccabruna, Aniruddha Tammewar et al.*1 citation*
33. **[English-Malay Word Embeddings Alignment for Cross-lingual Emotion Classification with Hierarchical Attention Network ↗](https://aclanthology.org/2022.wassa-1.12/)**Ying Hao Lim, Jasy Suet Yan Liew*1 citation*
34. **[NLPOP: a Dataset for Popularity Prediction of Promoted NLP Research on Twitter ↗](https://aclanthology.org/2022.wassa-1.32/)**Leo Obadić, Martin Tutek, Jan Šnajder*1 citation*
35. **[Distinguishing In-Groups and Onlookers by Language Use ↗](https://aclanthology.org/2022.wassa-1.15/)**Joshua Minot, Milo Trujillo, Samuel Rosenblatt et al.
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