📰 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

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 Features ↗Elma Kerz, Yu Qiao, Sourabh Zanwar et al.26 citations
3. XLM-EMO: Multilingual Emotion Prediction in Social Media Text ↗Federico Bianchi, Debora Nozza, Dirk Hovy26 citations
4. WASSA 2022 Shared Task: Predicting Empathy, Emotion and Personality in Reaction to News Stories ↗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 ↗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 ↗Soumitra Ghosh, Dhirendra Maurya, Asif Ekbal et al.11 citations
7. Transformer based ensemble for emotion detection ↗Aditya Kane, Shantanu Patankar, Sahil Khose et al.10 citations
8. Irony Detection for Dutch: a Venture into the Implicit ↗Aaron Maladry, Els Lefever, Cynthia Van Hee et al.9 citations
9. Opinion-based Relational Pivoting for Cross-domain Aspect Term Extraction ↗Ayal Klein, Oren Pereg, Daniel Korat et al.9 citations
10. Transformer-based Architecture for Empathy Prediction and Emotion Classification ↗Himil Vasava, Pramegh Uikey, Gaurav Wasnik et al.9 citations
11. Evaluating Contextual Embeddings and their Extraction Layers for Depression Assessment ↗Matthew Matero, Albert Hung, H. Andrew Schwartz8 citations
12. IUCL at WASSA 2022 Shared Task: A Text-only Approach to Empathy and Emotion Detection ↗Yue Chen, Yingnan Ju, Sandra Kübler7 citations
13. Multiplex Anti-Asian Sentiment before and during the Pandemic: Introducing New Datasets from Twitter Mining ↗Hao Lin, Pradeep Nalluri, Lantian Li et al.7 citations
14. Continuing Pre-trained Model with Multiple Training Strategies for Emotional Classification ↗Bin Li, Yixuan Weng, Qiya Song et al.6 citations
15. CAISA at WASSA 2022: Adapter-Tuning for Empathy Prediction ↗Allison Lahnala, Charles Welch, Lucie Flek5 citations
16. Domain-Aware Contrastive Knowledge Transfer for Multi-domain Imbalanced Data ↗Zixuan Ke, Mohammad Kachuee, Sungjin Lee5 citations
17. Emotion Analysis of Writers and Readers of Japanese Tweets on Vaccinations ↗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 ↗Anne Kreuter, Kai Sassenberg, Roman Klinger5 citations
19. On the Complementarity of Images and Text for the Expression of Emotions in Social Media ↗Anna 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 Words ↗Valentino Sabbatino, Enrica Troiano, Antje Schweitzer et al.5 citations
22. An Ensemble Approach to Detect Emotions at an Essay Level ↗Himanshu Maheshwari, Vasudeva Varma4 citations
23. Leveraging Emotion-Specific features to improve Transformer performance for Emotion Classification ↗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 ↗Shenbin Qian, Constantin Orasan, Diptesh Kanojia et al.4 citations
25. SentEMO: A Multilingual Adaptive Platform for Aspect-based Sentiment and Emotion Analysis ↗Ellen De Geyndt, Orphee De Clercq, Cynthia Van Hee et al.4 citations
26. Assessment of Massively Multilingual Sentiment Classifiers ↗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 ↗Rogério Sousa, Thiago Pardo3 citations
28. Improving Social Meaning Detection with Pragmatic Masking and Surrogate Fine-Tuning ↗Chiyu Zhang, Muhammad Abdul-Mageed3 citations
29. Prompt-based Pre-trained Model for Personality and Interpersonal Reactivity Prediction ↗Bin Li, Yixuan Weng, Qiya Song et al.3 citations
30. Uncertainty Regularized Multi-Task Learning ↗Kourosh Meshgi, Maryam Sadat Mirzaei, Satoshi Sekine3 citations
31. Tagging Without Rewriting: A Probabilistic Model for Unpaired Sentiment and Style Transfer ↗Shuo Yang2 citations
32. Can Emotion Carriers Explain Automatic Sentiment Prediction? A Study on Personal Narratives ↗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 ↗Ying Hao Lim, Jasy Suet Yan Liew1 citation
34. NLPOP: a Dataset for Popularity Prediction of Promoted NLP Research on Twitter ↗Leo Obadić, Martin Tutek, Jan Šnajder1 citation
35. Distinguishing In-Groups and Onlookers by Language Use ↗Joshua Minot, Milo Trujillo, Samuel Rosenblatt et al.

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