Proceedings of the Eleventh Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis

Proceedings of the Eleventh Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis Orphee De Clercq editor Alexandra Balahur editor Joao Sedoc editor Valentin Barriere editor Shabnam Tafreshi editor Sven Buechel editor Veronique Hoste editor 2021-04 Association for Computational Linguistics Online text conference publication wassa-2021-approaches https://aclanthology.org/2021.wassa-1.0/ ToxCCIn: Toxic Content Classification with Interpretability Tong Xiang author Sean MacAvaney author Eugene Yang author Nazli Goharian author 2021-04 text Proceedings of the Eleventh Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis Orphee De Clercq editor Alexandra Balahur editor Joao Sedoc editor Valentin Barriere editor Shabnam Tafreshi editor Sven Buechel editor Veronique Hoste editor Association for Computational Linguistics Online conference publication xiang-etal-2021-toxccin https://aclanthology.org/2021.wassa-1.1/ 2021-04 1 12 Language that Captivates the Audience: Predicting Affective Ratings of TED Talks in a Multi-Label Classification Task Elma Kerz author Yu Qiao author Daniel Wiechmann author 2021-04 text Proceedings of the Eleventh Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis Orphee De Clercq editor Alexandra Balahur editor Joao Sedoc editor Valentin Barriere editor Shabnam Tafreshi editor Sven Buechel editor Veronique Hoste editor Association for Computational Linguistics Online conference publication kerz-etal-2021-language https://aclanthology.org/2021.wassa-1.2/ 2021-04 13 24 Partisanship and Fear are Associated with Resistance to COVID-19 Directives Mike Lindow author David DeFranza author Arul Mishra author Himanshu Mishra author 2021-04 text Proceedings of the Eleventh Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis Orphee De Clercq editor Alexandra Balahur editor Joao Sedoc editor Valentin Barriere editor Shabnam Tafreshi editor Sven Buechel editor Veronique Hoste editor Association for Computational Linguistics Online conference publication lindow-etal-2021-partisanship https://aclanthology.org/2021.wassa-1.3/ 2021-04 25 33 Explainable Detection of Sarcasm in Social Media Ramya Akula author Ivan Garibay author 2021-04 text Proceedings of the Eleventh Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis Orphee De Clercq editor Alexandra Balahur editor Joao Sedoc editor Valentin Barriere editor Shabnam Tafreshi editor Sven Buechel editor Veronique Hoste editor Association for Computational Linguistics Online conference publication akula-garibay-2021-explainable https://aclanthology.org/2021.wassa-1.4/ 2021-04 34 39 Emotion Ratings: How Intensity, Annotation Confidence and Agreements are Entangled Enrica Troiano author Sebastian Padó author Roman Klinger author 2021-04 text Proceedings of the Eleventh Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis Orphee De Clercq editor Alexandra Balahur editor Joao Sedoc editor Valentin Barriere editor Shabnam Tafreshi editor Sven Buechel editor Veronique Hoste editor Association for Computational Linguistics Online conference publication troiano-etal-2021-emotion https://aclanthology.org/2021.wassa-1.5/ 2021-04 40 49 Disentangling Document Topic and Author Gender in Multiple Languages: Lessons for Adversarial Debiasing Erenay Dayanik author Sebastian Padó author 2021-04 text Proceedings of the Eleventh Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis Orphee De Clercq editor Alexandra Balahur editor Joao Sedoc editor Valentin Barriere editor Shabnam Tafreshi editor Sven Buechel editor Veronique Hoste editor Association for Computational Linguistics Online conference publication dayanik-pado-2021-disentangling https://aclanthology.org/2021.wassa-1.6/ 2021-04 50 61 Universal Joy A Data Set and Results for Classifying Emotions Across Languages Sotiris Lamprinidis author Federico Bianchi author Daniel Hardt author Dirk Hovy author 2021-04 text Proceedings of the Eleventh Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis Orphee De Clercq editor Alexandra Balahur editor Joao Sedoc editor Valentin Barriere editor Shabnam Tafreshi editor Sven Buechel editor Veronique Hoste editor Association for Computational Linguistics Online conference publication lamprinidis-etal-2021-universal https://aclanthology.org/2021.wassa-1.7/ 2021-04 62 75 FEEL-IT: Emotion and Sentiment Classification for the Italian Language Federico Bianchi author Debora Nozza author Dirk Hovy author 2021-04 text Proceedings of the Eleventh Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis Orphee De Clercq editor Alexandra Balahur editor Joao Sedoc editor Valentin Barriere editor Shabnam Tafreshi editor Sven Buechel editor Veronique Hoste editor Association for Computational Linguistics Online conference publication bianchi-etal-2021-feel https://aclanthology.org/2021.wassa-1.8/ 2021-04 76 83 An End-to-End Network for Emotion-Cause Pair Extraction Aaditya Singh author Shreeshail Hingane author Saim Wani author Ashutosh Modi author 2021-04 text Proceedings of the Eleventh Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis Orphee De Clercq editor Alexandra Balahur editor Joao Sedoc editor Valentin Barriere editor Shabnam Tafreshi editor Sven Buechel editor Veronique Hoste editor Association for Computational Linguistics Online conference publication singh-etal-2021-end https://aclanthology.org/2021.wassa-1.9/ 2021-04 84 91 WASSA 2021 Shared Task: Predicting Empathy and Emotion in Reaction to News Stories Shabnam Tafreshi author Orphee De Clercq author Valentin Barriere author Sven Buechel author João Sedoc author Alexandra Balahur author 2021-04 text Proceedings of the Eleventh Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis Orphee De Clercq editor Alexandra Balahur editor Joao Sedoc editor Valentin Barriere editor Shabnam Tafreshi editor Sven Buechel editor Veronique Hoste editor Association for Computational Linguistics Online conference publication tafreshi-etal-2021-wassa https://aclanthology.org/2021.wassa-1.10/ 2021-04 92 104 PVG at WASSA 2021: A Multi-Input, Multi-Task, Transformer-Based Architecture for Empathy and Distress Prediction Atharva Kulkarni author Sunanda Somwase author Shivam Rajput author Manisha Marathe author 2021-04 text Proceedings of the Eleventh Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis Orphee De Clercq editor Alexandra Balahur editor Joao Sedoc editor Valentin Barriere editor Shabnam Tafreshi editor Sven Buechel editor Veronique Hoste editor Association for Computational Linguistics Online conference publication kulkarni-etal-2021-pvg https://aclanthology.org/2021.wassa-1.11/ 2021-04 105 111 WASSA@IITK at WASSA 2021: Multi-task Learning and Transformer Finetuning for Emotion Classification and Empathy Prediction Jay Mundra author Rohan Gupta author Sagnik Mukherjee author 2021-04 text Proceedings of the Eleventh Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis Orphee De Clercq editor Alexandra Balahur editor Joao Sedoc editor Valentin Barriere editor Shabnam Tafreshi editor Sven Buechel editor Veronique Hoste editor Association for Computational Linguistics Online conference publication mundra-etal-2021-wassa https://aclanthology.org/2021.wassa-1.12/ 2021-04 112 116 Analyzing Curriculum Learning for Sentiment Analysis along Task Difficulty, Pacing and Visualization Axes Anvesh Rao Vijjini author Kaveri Anuranjana author Radhika Mamidi author 2021-04 text Proceedings of the Eleventh Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis Orphee De Clercq editor Alexandra Balahur editor Joao Sedoc editor Valentin Barriere editor Shabnam Tafreshi editor Sven Buechel editor Veronique Hoste editor Association for Computational Linguistics Online conference publication rao-vijjini-etal-2021-analyzing https://aclanthology.org/2021.wassa-1.13/ 2021-04 117 128 Lightweight Models for Multimodal Sequential Data Soumya Sourav author Jessica Ouyang author 2021-04 text Proceedings of the Eleventh Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis Orphee De Clercq editor Alexandra Balahur editor Joao Sedoc editor Valentin Barriere editor Shabnam Tafreshi editor Sven Buechel editor Veronique Hoste editor Association for Computational Linguistics Online conference publication sourav-ouyang-2021-lightweight https://aclanthology.org/2021.wassa-1.14/ 2021-04 129 137 Exploring Implicit Sentiment Evoked by Fine-grained News Events Cynthia Van Hee author Orphee De Clercq author Veronique Hoste author 2021-04 text Proceedings of the Eleventh Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis Orphee De Clercq editor Alexandra Balahur editor Joao Sedoc editor Valentin Barriere editor Shabnam Tafreshi editor Sven Buechel editor Veronique Hoste editor Association for Computational Linguistics Online conference publication van-hee-etal-2021-exploring https://aclanthology.org/2021.wassa-1.15/ 2021-04 138 148 Exploring Stylometric and Emotion-Based Features for Multilingual Cross-Domain Hate Speech Detection Ilia Markov author Nikola Ljubešić author Darja Fišer author Walter Daelemans author 2021-04 text Proceedings of the Eleventh Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis Orphee De Clercq editor Alexandra Balahur editor Joao Sedoc editor Valentin Barriere editor Shabnam Tafreshi editor Sven Buechel editor Veronique Hoste editor Association for Computational Linguistics Online conference publication markov-etal-2021-exploring https://aclanthology.org/2021.wassa-1.16/ 2021-04 149 159 Emotion-Aware, Emotion-Agnostic, or Automatic: Corpus Creation Strategies to Obtain Cognitive Event Appraisal Annotations Jan Hofmann author Enrica Troiano author Roman Klinger author 2021-04 text Proceedings of the Eleventh Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis Orphee De Clercq editor Alexandra Balahur editor Joao Sedoc editor Valentin Barriere editor Shabnam Tafreshi editor Sven Buechel editor Veronique Hoste editor Association for Computational Linguistics Online conference publication hofmann-etal-2021-emotion https://aclanthology.org/2021.wassa-1.17/ 2021-04 160 170 Hate Towards the Political Opponent: A Twitter Corpus Study of the 2020 US Elections on the Basis of Offensive Speech and Stance Detection Lara Grimminger author Roman Klinger author 2021-04 text Proceedings of the Eleventh Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis Orphee De Clercq editor Alexandra Balahur editor Joao Sedoc editor Valentin Barriere editor Shabnam Tafreshi editor Sven Buechel editor Veronique Hoste editor Association for Computational Linguistics Online conference publication grimminger-klinger-2021-hate https://aclanthology.org/2021.wassa-1.18/ 2021-04 171 180 Synthetic Examples Improve Cross-Target Generalization: A Study on Stance Detection on a Twitter corpus. Costanza Conforti author Jakob Berndt author Mohammad Taher Pilehvar author Chryssi Giannitsarou author Flavio Toxvaerd author Nigel Collier author 2021-04 text Proceedings of the Eleventh Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis Orphee De Clercq editor Alexandra Balahur editor Joao Sedoc editor Valentin Barriere editor Shabnam Tafreshi editor Sven Buechel editor Veronique Hoste editor Association for Computational Linguistics Online conference publication conforti-etal-2021-synthetic https://aclanthology.org/2021.wassa-1.19/ 2021-04 181 187 Creating and Evaluating Resources for Sentiment Analysis in the Low-resource Language: Sindhi Wazir Ali author Naveed Ali author Yong Dai author Jay Kumar author Saifullah Tumrani author Zenglin Xu author 2021-04 text Proceedings of the Eleventh Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis Orphee De Clercq editor Alexandra Balahur editor Joao Sedoc editor Valentin Barriere editor Shabnam Tafreshi editor Sven Buechel editor Veronique Hoste editor Association for Computational Linguistics Online conference publication ali-etal-2021-creating https://aclanthology.org/2021.wassa-1.20/ 2021-04 188 194 Towards Emotion Recognition in Hindi-English Code-Mixed Data: A Transformer Based Approach Anshul Wadhawan author Akshita Aggarwal author 2021-04 text Proceedings of the Eleventh Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis Orphee De Clercq editor Alexandra Balahur editor Joao Sedoc editor Valentin Barriere editor Shabnam Tafreshi editor Sven Buechel editor Veronique Hoste editor Association for Computational Linguistics Online conference publication wadhawan-aggarwal-2021-towards https://aclanthology.org/2021.wassa-1.21/ 2021-04 195 202 Nearest neighbour approaches for Emotion Detection in Tweets Olha Kaminska author Chris Cornelis author Veronique Hoste author 2021-04 text Proceedings of the Eleventh Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis Orphee De Clercq editor Alexandra Balahur editor Joao Sedoc editor Valentin Barriere editor Shabnam Tafreshi editor Sven Buechel editor Veronique Hoste editor Association for Computational Linguistics Online conference publication kaminska-etal-2021-nearest https://aclanthology.org/2021.wassa-1.22/ 2021-04 203 212 L3CubeMahaSent: A Marathi Tweet-based Sentiment Analysis Dataset Atharva Kulkarni author Meet Mandhane author Manali Likhitkar author Gayatri Kshirsagar author Raviraj Joshi author 2021-04 text Proceedings of the Eleventh Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis Orphee De Clercq editor Alexandra Balahur editor Joao Sedoc editor Valentin Barriere editor Shabnam Tafreshi editor Sven Buechel editor Veronique Hoste editor Association for Computational Linguistics Online conference publication kulkarni-etal-2021-l3cubemahasent https://aclanthology.org/2021.wassa-1.23/ 2021-04 213 220 Multi-Emotion Classification for Song Lyrics Darren Edmonds author João Sedoc author 2021-04 text Proceedings of the Eleventh Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis Orphee De Clercq editor Alexandra Balahur editor Joao Sedoc editor Valentin Barriere editor Shabnam Tafreshi editor Sven Buechel editor Veronique Hoste editor Association for Computational Linguistics Online conference publication edmonds-sedoc-2021-multi https://aclanthology.org/2021.wassa-1.24/ 2021-04 221 235 ONE: Toward ONE model, ONE algorithm, ONE corpus dedicated to sentiment analysis of Arabic/Arabizi and its dialects Imane Guellil author Faical Azouaou author Fodil Benali author Hachani Ala-Eddine author 2021-04 text Proceedings of the Eleventh Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis Orphee De Clercq editor Alexandra Balahur editor Joao Sedoc editor Valentin Barriere editor Shabnam Tafreshi editor Sven Buechel editor Veronique Hoste editor Association for Computational Linguistics Online conference publication guellil-etal-2021-one https://aclanthology.org/2021.wassa-1.25/ 2021-04 236 249 Me, myself, and ire: Effects of automatic transcription quality on emotion, sarcasm, and personality detection John Culnan author Seongjin Park author Meghavarshini Krishnaswamy author Rebecca Sharp author 2021-04 text Proceedings of the Eleventh Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis Orphee De Clercq editor Alexandra Balahur editor Joao Sedoc editor Valentin Barriere editor Shabnam Tafreshi editor Sven Buechel editor Veronique Hoste editor Association for Computational Linguistics Online conference publication culnan-etal-2021-ire https://aclanthology.org/2021.wassa-1.26/ 2021-04 250 256 Emotional RobBERT and Insensitive BERTje: Combining Transformers and Affect Lexica for Dutch Emotion Detection Luna De Bruyne author Orphee De Clercq author Veronique Hoste author 2021-04 text Proceedings of the Eleventh Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis Orphee De Clercq editor Alexandra Balahur editor Joao Sedoc editor Valentin Barriere editor Shabnam Tafreshi editor Sven Buechel editor Veronique Hoste editor Association for Computational Linguistics Online conference publication de-bruyne-etal-2021-emotional https://aclanthology.org/2021.wassa-1.27/ 2021-04 257 263 EmpNa at WASSA 2021: A Lightweight Model for the Prediction of Empathy, Distress and Emotions from Reactions to News Stories Giuseppe Vettigli author Antonio Sorgente author 2021-04 text Proceedings of the Eleventh Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis Orphee De Clercq editor Alexandra Balahur editor Joao Sedoc editor Valentin Barriere editor Shabnam Tafreshi editor Sven Buechel editor Veronique Hoste editor Association for Computational Linguistics Online conference publication vettigli-sorgente-2021-empna https://aclanthology.org/2021.wassa-1.28/ 2021-04 264 268 MilaNLP @ WASSA: Does BERT Feel Sad When You Cry? Tommaso Fornaciari author Federico Bianchi author Debora Nozza author Dirk Hovy author 2021-04 text Proceedings of the Eleventh Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis Orphee De Clercq editor Alexandra Balahur editor Joao Sedoc editor Valentin Barriere editor Shabnam Tafreshi editor Sven Buechel editor Veronique Hoste editor Association for Computational Linguistics Online conference publication fornaciari-etal-2021-milanlp https://aclanthology.org/2021.wassa-1.29/ 2021-04 269 273 Team Phoenix at WASSA 2021: Emotion Analysis on News Stories with Pre-Trained Language Models Yash Butala author Kanishk Singh author Adarsh Kumar author Shrey Shrivastava author 2021-04 text Proceedings of the Eleventh Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis Orphee De Clercq editor Alexandra Balahur editor Joao Sedoc editor Valentin Barriere editor Shabnam Tafreshi editor Sven Buechel editor Veronique Hoste editor Association for Computational Linguistics Online conference publication butala-etal-2021-team https://aclanthology.org/2021.wassa-1.30/ 2021-04 274 280