📰 Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis 2024 — accepted papers

Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis 2024 is the 2024 edition of the Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis, held in Bangkok, Thailand, August 2024 (publisher: Association for Computational Linguistics). The ACL Anthology lists 53 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.

📍 Bangkok, Thailand · 🗓 August 2024

Most cited papers

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

1. LLaMA-Based Models for Aspect-Based Sentiment Analysis ↗Jakub Šmíd, Pavel Priban, Pavel Kral18 citations
2. Polarization of Autonomous Generative AI Agents Under Echo Chambers ↗Masaya Ohagi14 citations
3. The Model Arena for Cross-lingual Sentiment Analysis: A Comparative Study in the Era of Large Language Models ↗Xiliang Zhu, Shayna Gardiner, Tere Roldán et al.12 citations
4. Enhanced Financial Sentiment Analysis and Trading Strategy Development Using Large Language Models ↗Kemal Kirtac, Guido Germano10 citations
5. MBIAS: Mitigating Bias in Large Language Models While Retaining Context ↗Shaina Raza, Ananya Raval, Veronica Chatrath9 citations
6. Context is Important in Depressive Language: A Study of the Interaction Between the Sentiments and Linguistic Markers in Reddit Discussions ↗Neha Sharma, Kairit Sirts4 citations
7. Enhancing Cross-Lingual Emotion Detection with Data Augmentation and Token-Label Mapping ↗Jinghui Zhang, Yuan Zhao, Siqin Zhang et al.4 citations
8. Modeling Complex Interactions in Long Documents for Aspect-Based Sentiment Analysis ↗Zehong Yan, Wynne Hsu, Mong-Li Lee et al.4 citations
9. Subjectivity Detection in English News using Large Language ModelsMohammad Shokri, Vivek Sharma, Elena Filatova et al.4 citations · our summary
10. Cross-lingual Emotion Detection through Large Language Models ↗Ram Mohan Rao Kadiyala3 citations

All accepted papers (53)

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

1. LLaMA-Based Models for Aspect-Based Sentiment Analysis ↗Jakub Šmíd, Pavel Priban, Pavel Kral18 citations
2. Polarization of Autonomous Generative AI Agents Under Echo Chambers ↗Masaya Ohagi14 citations
3. The Model Arena for Cross-lingual Sentiment Analysis: A Comparative Study in the Era of Large Language Models ↗Xiliang Zhu, Shayna Gardiner, Tere Roldán et al.12 citations
4. Enhanced Financial Sentiment Analysis and Trading Strategy Development Using Large Language Models ↗Kemal Kirtac, Guido Germano10 citations
5. MBIAS: Mitigating Bias in Large Language Models While Retaining Context ↗Shaina Raza, Ananya Raval, Veronica Chatrath9 citations
6. Context is Important in Depressive Language: A Study of the Interaction Between the Sentiments and Linguistic Markers in Reddit Discussions ↗Neha Sharma, Kairit Sirts4 citations
7. Enhancing Cross-Lingual Emotion Detection with Data Augmentation and Token-Label Mapping ↗Jinghui Zhang, Yuan Zhao, Siqin Zhang et al.4 citations
8. Modeling Complex Interactions in Long Documents for Aspect-Based Sentiment Analysis ↗Zehong Yan, Wynne Hsu, Mong-Li Lee et al.4 citations
9. Subjectivity Detection in English News using Large Language ModelsMohammad Shokri, Vivek Sharma, Elena Filatova et al.4 citations · our summary
10. Cross-lingual Emotion Detection through Large Language Models ↗Ram Mohan Rao Kadiyala3 citations
11. Findings of WASSA 2024 Shared Task on Empathy and Personality Detection in Interactions ↗Salvatore Giorgi, João Sedoc, Valentin Barriere et al.3 citations
12. Knowledge Distillation from Monolingual to Multilingual Models for Intelligent and Interpretable Multilingual Emotion Detection ↗Yuqi Wang, Zimu Wang, Nijia Han et al.3 citations
13. POLygraph: Polish Fake News Dataset ↗Daniel Dzienisiewicz, Filip Graliński, Piotr Jabłoński et al.3 citations
14. Subjectivity Theory vs. Speaker Intuitions: Explaining the Results of a Subjectivity Regressor Trained on Native Speaker Judgements ↗Elena Savinova, Jet Hoek3 citations
15. Emotion Identification for French in Written Texts: Considering Modes of Emotion Expression as a Step Towards Text Complexity Analysis ↗Aline Étienne, Delphine Battistelli, Gwénolé Lecorvé2 citations
16. LLMs for Targeted Sentiment in News Headlines: Exploring the Descriptive-Prescriptive Dilemma ↗Jana Juroš, Laura Majer, Jan Snajder2 citations
17. SEC: Context-Aware Metric Learning for Efficient Emotion Recognition in Conversation ↗Barbara Gendron, Gaël Guibon2 citations
18. A Multi-Faceted NLP Analysis of Misinformation Spreaders in Twitter ↗Dimosthenis Antypas, Alun Preece, Jose Camacho-Collados1 citation
19. A Systematic Analysis on the Temporal Generalization of Language Models in Social Media ↗Asahi Ushio, Jose Camacho-Collados1 citation
20. Comparing Pre-trained Human Language Models: Is it Better with Human Context as Groups, Individual Traits, or Both? ↗Nikita Soni, Niranjan Balasubramanian, H. Andrew Schwartz et al.1 citation
21. Empathify at WASSA 2024 Empathy and Personality Shared Task: Contextualizing Empathy with a BERT-Based Context-Aware Approach for Empathy Detection ↗Arda Numanoğlu, Süleyman Ateş, Nihan Cicekli et al.1 citation
22. Empaths at WASSA 2024 Empathy and Personality Shared Task: Turn-Level Empathy Prediction Using Psychological Indicators ↗Shaz Furniturewala, Kokil Jaidka1 citation
23. Entity-Level Sentiment: More than the Sum of Its Parts ↗Egil Rønningstad, Roman Klinger, Lilja Øvrelid et al.1 citation
24. Estimation of Happiness Changes through Longitudinal Analysis of Employees' Texts ↗Junko Hayashi, Kazuhiro Ito, Masae Manabe et al.1 citation
25. Guiding Sentiment Analysis with Hierarchical Text Clustering: Analyzing the German X/Twitter Discourse on Face Masks in the 2020 COVID-19 Pandemic ↗Silvan Wehrli, Chisom Ezekannagha, Georges Hattab et al.1 citation

See all 53 papers in Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis 2024 — accepted papers →

📄 Papers with our summary in our library (1)

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

1. Subjectivity Detection in English News using Large Language ModelsWorkshop on Computational Approaches to Subjectivity, Sentiment and Social Media AnalysisMohammad Shokri, Vivek Sharma, Elena Filatova, et al.2024 · 7 citations

🧭 Top topics

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

English (1)

📚 Fields

🎭Arts and Humanities (1)🖥️Computer Science (1)🤝Social Sciences (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.

🎓The Graduate Center, CUNYNew York · United States1 work here🎓City University of New YorkNew York · United States1 work here🎓Hunter CollegeNew York · 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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