Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis 2024: all accepted papers
- LLaMA-Based Models for Aspect-Based Sentiment Analysis ↗Jakub Šmíd, Pavel Priban, Pavel Kral18 citations
- Polarization of Autonomous Generative AI Agents Under Echo Chambers ↗Masaya Ohagi14 citations
- 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
- Enhanced Financial Sentiment Analysis and Trading Strategy Development Using Large Language Models ↗Kemal Kirtac, Guido Germano10 citations
- MBIAS: Mitigating Bias in Large Language Models While Retaining Context ↗Shaina Raza, Ananya Raval, Veronica Chatrath9 citations
- 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
- Enhancing Cross-Lingual Emotion Detection with Data Augmentation and Token-Label Mapping ↗Jinghui Zhang, Yuan Zhao, Siqin Zhang et al.4 citations
- Modeling Complex Interactions in Long Documents for Aspect-Based Sentiment Analysis ↗Zehong Yan, Wynne Hsu, Mong-Li Lee et al.4 citations
- Subjectivity Detection in English News using Large Language ModelsMohammad Shokri, Vivek Sharma, Elena Filatova et al.4 citations · our summary
- Cross-lingual Emotion Detection through Large Language Models ↗Ram Mohan Rao Kadiyala3 citations
- Findings of WASSA 2024 Shared Task on Empathy and Personality Detection in Interactions ↗Salvatore Giorgi, João Sedoc, Valentin Barriere et al.3 citations
- Knowledge Distillation from Monolingual to Multilingual Models for Intelligent and Interpretable Multilingual Emotion Detection ↗Yuqi Wang, Zimu Wang, Nijia Han et al.3 citations
- POLygraph: Polish Fake News Dataset ↗Daniel Dzienisiewicz, Filip Graliński, Piotr Jabłoński et al.3 citations
- Subjectivity Theory vs. Speaker Intuitions: Explaining the Results of a Subjectivity Regressor Trained on Native Speaker Judgements ↗Elena Savinova, Jet Hoek3 citations
- 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
- LLMs for Targeted Sentiment in News Headlines: Exploring the Descriptive-Prescriptive Dilemma ↗Jana Juroš, Laura Majer, Jan Snajder2 citations
- SEC: Context-Aware Metric Learning for Efficient Emotion Recognition in Conversation ↗Barbara Gendron, Gaël Guibon2 citations
- A Multi-Faceted NLP Analysis of Misinformation Spreaders in Twitter ↗Dimosthenis Antypas, Alun Preece, Jose Camacho-Collados1 citation
- A Systematic Analysis on the Temporal Generalization of Language Models in Social Media ↗Asahi Ushio, Jose Camacho-Collados1 citation
- 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
- 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
- Empaths at WASSA 2024 Empathy and Personality Shared Task: Turn-Level Empathy Prediction Using Psychological Indicators ↗Shaz Furniturewala, Kokil Jaidka1 citation
- Entity-Level Sentiment: More than the Sum of Its Parts ↗Egil Rønningstad, Roman Klinger, Lilja Øvrelid et al.1 citation
- Estimation of Happiness Changes through Longitudinal Analysis of Employees' Texts ↗Junko Hayashi, Kazuhiro Ito, Masae Manabe et al.1 citation
- 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
- RideKE: Leveraging Low-resource, User-generated Twitter Content for Sentiment and Emotion Detection in Kenyaǹ Code-switched Dataset ↗Naome A. Etori, Maria L. Gini1 citation
- TEII: Think, Explain, Interact and Iterate with Large Language Models to Solve Cross-lingual Emotion Detection ↗Long Cheng, Qihao Shao, Christine Zhao et al.1 citation
- WU_TLAXE at WASSA 2024 Explainability for Cross-Lingual Emotion in Tweets Shared Task 1: Emotion through Translation using TwHIN-BERT and GPT ↗Jon Davenport, Keren Ruditsky, Anna Batra et al.1 citation
- Chinchunmei at WASSA 2024 Empathy and Personality Shared Task: Boosting LLM's Prediction with Role-play Augmentation and Contrastive Reasoning Calibration ↗Tian Li, Nicolay Rusnachenko, Huizhi Liang
- Comparing Tools for Sentiment Analysis of Danish Literature from Hymns to Fairy Tales: Low-Resource Language and Domain Challenges ↗Pascale Feldkamp, Jan Kostkan, Ea Lindhardt Overgaard et al.
- ConText at WASSA 2024 Empathy and Personality Shared Task: History-Dependent Embedding Utterance Representations for Empathy and Emotion Prediction in Conversations ↗Patrícia Pereira, Helena Moniz, Joao Paulo Carvalho
- Effectiveness of Scalable Monolingual Data and Trigger Words Prompting on Cross-Lingual Emotion Detection Task ↗Yao-Fei Cheng, Jeongyeob Hong, Andrew Wang et al.
- EmpatheticFIG at WASSA 2024 Empathy and Personality Shared Task: Predicting Empathy and Emotion in Conversations with Figurative Language ↗Gyeongeun Lee, Zhu Wang, Sathya N. Ravi et al.
- Exploring Language Models to Analyze Market Demand Sentiments from News ↗Tirthankar Dasgupta, Manjira Sinha
- Findings of the WASSA 2024 EXALT shared task on Explainability for Cross-Lingual Emotion in Tweets ↗Aaron Maladry, Pranaydeep Singh, Els Lefever
- HITSZ-HLT at WASSA-2024 Shared Task 2: Language-agnostic Multi-task Learning for Explainability of Cross-lingual Emotion Detection ↗Feng Xiong, Jun Wang, Geng Tu et al.
- Hierarchical Adversarial Correction to Mitigate Identity Term Bias in Toxicity Detection ↗Johannes Schäfer, Ulrich Heid, Roman Klinger
- Impact of Decoding Methods on Human Alignment of Conversational LLMs ↗Shaz Furniturewala, Kokil Jaidka, Yashvardhan Sharma
- Know Thine Enemy: Adaptive Attacks on Misinformation Detection Using Reinforcement Learning ↗Piotr Przybyła, Euan McGill, Horacio Saggion
- Loneliness Episodes: A Japanese Dataset for Loneliness Detection and Analysis ↗Naoya Fujikawa, Quang Toan Nguyen, Kazuhiro Ito et al.
- Monitoring Depression Severity and Symptoms in User-Generated Content: An Annotation Scheme and Guidelines ↗Falwah Alhamed, Rebecca Bendayan, Julia Ive et al.
- Multi-Target User Stance Discovery on Reddit ↗Benjamin Steel, Derek Ruths
- NYCU-NLP at EXALT 2024: Assembling Large Language Models for Cross-Lingual Emotion and Trigger Detection ↗Tzu-Mi Lin, Zhe-Yu Xu, Jian-Yu Zhou et al.
- PCICUNAM at WASSA 2024: Cross-lingual Emotion Detection Task with Hierarchical Classification and Weighted Loss Functions ↗Jesús Vázquez-Osorio, Gerardo Sierra, Helena Gómez-Adorno et al.
- RU at WASSA 2024 Shared Task: Task-Aligned Prompt for Predicting Empathy and Distress ↗Haein Kong, Seonghyeon Moon
- To Aggregate or Not to Aggregate. That is the Question: A Case Study on Annotation Subjectivity in Span Prediction ↗Kemal Kurniawan, Meladel Mistica, Timothy Baldwin et al.
- UWB at WASSA-2024 Shared Task 2: Cross-lingual Emotion Detection ↗Jakub Šmíd, Pavel Přibáň, Pavel Král
- WASSA 2024 Shared Task: Enhancing Emotional Intelligence with Prompts ↗Svetlana Churina, Preetika Verma, Suchismita Tripathy
This page in Markdown → https://md.research.elamur.ai/free/en/venues/wassa/2024/papers/