📰 Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis 2023 — accepted papers

Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis 2023 is the 2023 edition of the Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis, held in Toronto, Canada, July 2023 (publisher: Association for Computational Linguistics). The ACL Anthology lists 61 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.

📍 Toronto, Canada · 🗓 July 2023

Most cited papers

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

1. ChatGPT is fun, but it is not funny! Humor is still challenging Large Language Models ↗Sophie Jentzsch, Kristian Kersting45 citations
2. Instruction Tuning for Few-Shot Aspect-Based Sentiment Analysis ↗Siddharth Varia, Shuai Wang, Kishaloy Halder et al.34 citations
3. Multilingual Language Models are not Multicultural: A Case Study in EmotionShreya Havaldar, Sunny Rai, Bhumika Singhal et al.34 citations · our summary
4. ChatGPT for Suicide Risk Assessment on Social Media: Quantitative Evaluation of Model Performance, Potentials and Limitations ↗Hamideh Ghanadian, Isar Nejadgholi, Hussein Al Osman20 citations
5. Systematic Evaluation of GPT-3 for Zero-Shot Personality Estimation ↗Adithya V Ganesan, Yash Kumar Lal, August Nilsson et al.15 citations
6. Improving Dutch Vaccine Hesitancy Monitoring via Multi-Label Data Augmentation with GPT-3.5 ↗Jens Van Nooten, Walter Daelemans13 citations
7. Can ChatGPT Understand Causal Language in Science Claims? ↗Yuheun Kim, Lu Guo, Bei Yu et al.10 citations
8. Generative Pretrained Transformers for Emotion Detection in a Code-Switching Setting ↗Andrew Nedilko8 citations
9. Sentiment and Emotion Classification in Low-resource Settings ↗Jeremy Barnes8 citations
10. Discourse Mode Categorization of Bengali Social Media Health Text ↗Salim Sazzed7 citations

All accepted papers (61)

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

1. ChatGPT is fun, but it is not funny! Humor is still challenging Large Language Models ↗Sophie Jentzsch, Kristian Kersting45 citations
2. Instruction Tuning for Few-Shot Aspect-Based Sentiment Analysis ↗Siddharth Varia, Shuai Wang, Kishaloy Halder et al.34 citations
3. Multilingual Language Models are not Multicultural: A Case Study in EmotionShreya Havaldar, Sunny Rai, Bhumika Singhal et al.34 citations · our summary
4. ChatGPT for Suicide Risk Assessment on Social Media: Quantitative Evaluation of Model Performance, Potentials and Limitations ↗Hamideh Ghanadian, Isar Nejadgholi, Hussein Al Osman20 citations
5. Systematic Evaluation of GPT-3 for Zero-Shot Personality Estimation ↗Adithya V Ganesan, Yash Kumar Lal, August Nilsson et al.15 citations
6. Improving Dutch Vaccine Hesitancy Monitoring via Multi-Label Data Augmentation with GPT-3.5 ↗Jens Van Nooten, Walter Daelemans13 citations
7. Can ChatGPT Understand Causal Language in Science Claims? ↗Yuheun Kim, Lu Guo, Bei Yu et al.10 citations
8. Generative Pretrained Transformers for Emotion Detection in a Code-Switching Setting ↗Andrew Nedilko8 citations
9. Sentiment and Emotion Classification in Low-resource Settings ↗Jeremy Barnes8 citations
10. Discourse Mode Categorization of Bengali Social Media Health Text ↗Salim Sazzed7 citations
11. PESTO: A Post-User Fusion Network for Rumour Detection on Social Media ↗Erxue Min, Sophia Ananiadou7 citations
12. A Fine Line Between Irony and Sincerity: Identifying Bias in Transformer Models for Irony Detection ↗Aaron Maladry, Els Lefever, Cynthia Van Hee et al.5 citations
13. Context-Dependent Embedding Utterance Representations for Emotion Recognition in Conversations ↗Patrícia Pereira, Helena Moniz, Isabel Dias et al.5 citations
14. Transfer Learning for Code-Mixed Data: Do Pretraining Languages Matter? ↗Kushal Tatariya, Heather Lent, Miryam de Lhoneux5 citations
15. YNU-HPCC at WASSA-2023 Shared Task 1: Large-scale Language Model with LoRA Fine-Tuning for Empathy Detection and Emotion Classification ↗Yukun Wang, Jin Wang, Xuejie Zhang5 citations
16. A Dataset for Explainable Sentiment Analysis in the German Automotive Industry ↗Andrea Zielinski, Calvin Spolwind, Henning Kroll et al.4 citations
17. Analyzing Subjectivity Using a Transformer-Based Regressor Trained on Naïve Speakers' Judgements ↗Elena Savinova, Fermin Moscoso Del Prado4 citations
18. The Paradox of Multilingual Emotion Detection ↗Luna De Bruyne4 citations
19. Converge at WASSA 2023 Empathy, Emotion and Personality Shared Task: A Transformer-based Approach for Multi-Label Emotion Classification ↗Aditya Paranjape, Gaurav Kolhatkar, Yash Patwardhan et al.3 citations
20. Curtin OCAI at WASSA 2023 Empathy, Emotion and Personality Shared Task: Demographic-Aware Prediction Using Multiple Transformers ↗Md Rakibul Hasan, Md Zakir Hossain, Tom Gedeon et al.3 citations
21. Emotion and Sentiment Guided Paraphrasing ↗Justin Xie, Ameeta Agrawal3 citations
22. Examining Bias in Opinion Summarisation through the Perspective of Opinion Diversity ↗Nannan Huang, Lin Tian, Haytham Fayek et al.3 citations
23. Findings of WASSA 2023 Shared Task on Empathy, Emotion and Personality Detection in Conversation and Reactions to News Articles ↗Valentin Barriere, João Sedoc, Shabnam Tafreshi et al.3 citations
24. HIT-SCIR at WASSA 2023: Empathy and Emotion Analysis at the Utterance-Level and the Essay-Level ↗Xin Lu, Zhuojun Li, Yanpeng Tong et al.3 citations
25. How to Control Sentiment in Text Generation: A Survey of the State-of-the-Art in Sentiment-Control Techniques ↗Michela Lorandi, Anya Belz3 citations

See all 61 papers in Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis 2023 — accepted papers →

📄 Papers with our summary in our library (1)

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

1. Multilingual Language Models are not Multicultural: A Case Study in EmotionWorkshop on Computational Approaches to Subjectivity, Sentiment and Social Media AnalysisShreya Havaldar, Sunny Rai, Bhumika Singhal, et al.2023 · 79 citations

🧭 Top topics

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

🧠Language models & pretraining (1)😊Sentiment & emotion (1)🌍Multilingual & cross-lingual NLP (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.

🏛️ Top institutions

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

🎓University of PennsylvaniaPhiladelphia · United States1 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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