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title: "Workshop on Computational Approaches to Subjectivity"
description: "Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis 2022 — accepted papers: 2 papers in the…"
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# 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.

[**35** papers in the proceedings](#all) · [**2** works in our library](https://md.research.elamur.ai/free/en/venues/wassa/2022/#works) · [**81** citations of these works](https://md.research.elamur.ai/free/en/venues/wassa/2022/#works)**Dublin, Ireland** where it was held**May 2022** when

## 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 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*

## 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 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*

[See all 35 papers in Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis 2022 — accepted papers →](https://md.research.elamur.ai/free/en/venues/wassa/2022/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 Detection](https://md.research.elamur.ai/free/en/papers/he-2022-infusing-knowledge-wikipedia-enhance-stance/) [Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis](https://md.research.elamur.ai/free/en/venues/wassa/)**Zihao He, Negar Mokhberian, Kristina Lerman*2022 · 72 citations*
2. **[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/) [Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis](https://md.research.elamur.ai/free/en/venues/wassa/)**Diogo Silva, David Semedo, João Magalhães*2022 · 9 citations*

## Top topics

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

[Sentiment & emotion (1)](https://md.research.elamur.ai/free/en/topics/sentiment-emotion/) · [Dialogue systems (1)](https://md.research.elamur.ai/free/en/topics/dialogue-systems/)

## Fields

[Arts and Humanities (2)](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Computer Science (2)](https://md.research.elamur.ai/free/en/shelves/computer-science/)

## Top authors

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

[🧑‍🔬**Kristina Lerman**1 work here · 72 citations](https://md.research.elamur.ai/free/en/authors/kristina-lerman/) · [🧑‍🔬**Zihao He**1 work here · 72 citations](https://md.research.elamur.ai/free/en/authors/zihao-he/) · [🧑‍🔬**David Semedo**1 work here · 9 citations](https://md.research.elamur.ai/free/en/authors/david-semedo/) · [🧑‍🔬**João Magalhães**1 work here · 9 citations](https://md.research.elamur.ai/free/en/authors/joao-magalhaes/)

## Top institutions

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

[🎓**University of Southern California** Los Angeles · United States 1 work here](https://md.research.elamur.ai/free/en/universities/university-of-southern-california/) · [🎓**Universidade Nova de Lisboa** Lisbon · Portugal 1 work here](https://md.research.elamur.ai/free/en/universities/universidade-nova-de-lisboa/)

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

- [← previous Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis 2021](https://md.research.elamur.ai/free/en/venues/wassa/2021/)
- [↑ back to Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis](https://md.research.elamur.ai/free/en/venues/wassa/)