Proceedings of the 13th Workshop on Computational Approaches to Subjectivity, Sentiment, & Social Media Analysis

Proceedings of the 13th Workshop on Computational Approaches to Subjectivity, Sentiment, & Social Media Analysis Jeremy Barnes editor Orphée De Clercq editor Roman Klinger editor 2023-07 Association for Computational Linguistics Toronto, Canada text conference publication wassa-2023-approaches https://aclanthology.org/2023.wassa-1.0/ PESTO: A Post-User Fusion Network for Rumour Detection on Social Media Erxue Min author Sophia Ananiadou author 2023-07 text Proceedings of the 13th Workshop on Computational Approaches to Subjectivity, Sentiment, & Social Media Analysis Jeremy Barnes editor Orphée De Clercq editor Roman Klinger editor Association for Computational Linguistics Toronto, Canada conference publication min-ananiadou-2023-pesto 10.18653/v1/2023.wassa-1.1 https://aclanthology.org/2023.wassa-1.1/ 2023-07 1 10 Sentimental Matters - Predicting Literary Quality by Sentiment Analysis and Stylometric Features Yuri Bizzoni author Pascale Moreira author Mads Rosendahl Thomsen author Kristoffer Nielbo author 2023-07 text Proceedings of the 13th Workshop on Computational Approaches to Subjectivity, Sentiment, & Social Media Analysis Jeremy Barnes editor Orphée De Clercq editor Roman Klinger editor Association for Computational Linguistics Toronto, Canada conference publication bizzoni-etal-2023-sentimental 10.18653/v1/2023.wassa-1.2 https://aclanthology.org/2023.wassa-1.2/ 2023-07 11 18 Instruction Tuning for Few-Shot Aspect-Based Sentiment Analysis Siddharth Varia author Shuai Wang author Kishaloy Halder author Robert Vacareanu author Miguel Ballesteros author Yassine Benajiba author Neha Anna John author Rishita Anubhai author Smaranda Muresan author Dan Roth author 2023-07 text Proceedings of the 13th Workshop on Computational Approaches to Subjectivity, Sentiment, & Social Media Analysis Jeremy Barnes editor Orphée De Clercq editor Roman Klinger editor Association for Computational Linguistics Toronto, Canada conference publication varia-etal-2023-instruction 10.18653/v1/2023.wassa-1.3 https://aclanthology.org/2023.wassa-1.3/ 2023-07 19 27 You Are What You Read: Inferring Personality From Consumed Textual Content Adam Sutton author Almog Simchon author Matthew Edwards author Stephan Lewandowsky author 2023-07 text Proceedings of the 13th Workshop on Computational Approaches to Subjectivity, Sentiment, & Social Media Analysis Jeremy Barnes editor Orphée De Clercq editor Roman Klinger editor Association for Computational Linguistics Toronto, Canada conference publication sutton-etal-2023-read 10.18653/v1/2023.wassa-1.4 https://aclanthology.org/2023.wassa-1.4/ 2023-07 28 38 UNIDECOR: A Unified Deception Corpus for Cross-Corpus Deception Detection Aswathy Velutharambath author Roman Klinger author 2023-07 text Proceedings of the 13th Workshop on Computational Approaches to Subjectivity, Sentiment, & Social Media Analysis Jeremy Barnes editor Orphée De Clercq editor Roman Klinger editor Association for Computational Linguistics Toronto, Canada conference publication velutharambath-klinger-2023-unidecor 10.18653/v1/2023.wassa-1.5 https://aclanthology.org/2023.wassa-1.5/ 2023-07 39 51 Discourse Mode Categorization of Bengali Social Media Health Text Salim Sazzed author 2023-07 text Proceedings of the 13th Workshop on Computational Approaches to Subjectivity, Sentiment, & Social Media Analysis Jeremy Barnes editor Orphée De Clercq editor Roman Klinger editor Association for Computational Linguistics Toronto, Canada conference publication sazzed-2023-discourse 10.18653/v1/2023.wassa-1.6 https://aclanthology.org/2023.wassa-1.6/ 2023-07 52 57 Emotion and Sentiment Guided Paraphrasing Justin Xie author Ameeta Agrawal author 2023-07 text Proceedings of the 13th Workshop on Computational Approaches to Subjectivity, Sentiment, & Social Media Analysis Jeremy Barnes editor Orphée De Clercq editor Roman Klinger editor Association for Computational Linguistics Toronto, Canada conference publication xie-agrawal-2023-emotion 10.18653/v1/2023.wassa-1.7 https://aclanthology.org/2023.wassa-1.7/ 2023-07 58 70 Emotions in Spoken Language - Do we need acoustics? Nadine Probol author Margot Mieskes author 2023-07 text Proceedings of the 13th Workshop on Computational Approaches to Subjectivity, Sentiment, & Social Media Analysis Jeremy Barnes editor Orphée De Clercq editor Roman Klinger editor Association for Computational Linguistics Toronto, Canada conference publication probol-mieskes-2023-emotions 10.18653/v1/2023.wassa-1.8 https://aclanthology.org/2023.wassa-1.8/ 2023-07 71 84 Understanding Emotion Valence is a Joint Deep Learning Task Gabriel Roccabruna author Seyed Mahed Mousavi author Giuseppe Riccardi author 2023-07 text Proceedings of the 13th Workshop on Computational Approaches to Subjectivity, Sentiment, & Social Media Analysis Jeremy Barnes editor Orphée De Clercq editor Roman Klinger editor Association for Computational Linguistics Toronto, Canada conference publication roccabruna-etal-2023-understanding 10.18653/v1/2023.wassa-1.9 https://aclanthology.org/2023.wassa-1.9/ 2023-07 85 95 Czech-ing the News: Article Trustworthiness Dataset for Czech Matyas Bohacek author Michal Bravansky author Filip Trhlík author Vaclav Moravec author 2023-07 text Proceedings of the 13th Workshop on Computational Approaches to Subjectivity, Sentiment, & Social Media Analysis Jeremy Barnes editor Orphée De Clercq editor Roman Klinger editor Association for Computational Linguistics Toronto, Canada conference publication bohacek-etal-2023-czech 10.18653/v1/2023.wassa-1.10 https://aclanthology.org/2023.wassa-1.10/ 2023-07 96 109 Towards Detecting Harmful Agendas in News Articles Melanie Subbiah author Amrita Bhattacharjee author Yilun Hua author Tharindu Kumarage author Huan Liu author Kathleen McKeown author 2023-07 text Proceedings of the 13th Workshop on Computational Approaches to Subjectivity, Sentiment, & Social Media Analysis Jeremy Barnes editor Orphée De Clercq editor Roman Klinger editor Association for Computational Linguistics Toronto, Canada conference publication subbiah-etal-2023-towards 10.18653/v1/2023.wassa-1.11 https://aclanthology.org/2023.wassa-1.11/ 2023-07 110 128 GSAC: A Gujarati Sentiment Analysis Corpus from Twitter Monil Gokani author Radhika Mamidi author 2023-07 text Proceedings of the 13th Workshop on Computational Approaches to Subjectivity, Sentiment, & Social Media Analysis Jeremy Barnes editor Orphée De Clercq editor Roman Klinger editor Association for Computational Linguistics Toronto, Canada conference publication gokani-mamidi-2023-gsac 10.18653/v1/2023.wassa-1.12 https://aclanthology.org/2023.wassa-1.12/ 2023-07 129 137 A Dataset for Explainable Sentiment Analysis in the German Automotive Industry Andrea Zielinski author Calvin Spolwind author Henning Kroll author Anna Grimm author 2023-07 text Proceedings of the 13th Workshop on Computational Approaches to Subjectivity, Sentiment, & Social Media Analysis Jeremy Barnes editor Orphée De Clercq editor Roman Klinger editor Association for Computational Linguistics Toronto, Canada conference publication zielinski-etal-2023-dataset 10.18653/v1/2023.wassa-1.13 https://aclanthology.org/2023.wassa-1.13/ 2023-07 138 148 Examining Bias in Opinion Summarisation through the Perspective of Opinion Diversity Nannan Huang author Lin Tian author Haytham Fayek author Xiuzhen Zhang author 2023-07 text Proceedings of the 13th Workshop on Computational Approaches to Subjectivity, Sentiment, & Social Media Analysis Jeremy Barnes editor Orphée De Clercq editor Roman Klinger editor Association for Computational Linguistics Toronto, Canada conference publication huang-etal-2023-examining 10.18653/v1/2023.wassa-1.14 https://aclanthology.org/2023.wassa-1.14/ 2023-07 149 161 Fluency Matters! Controllable Style Transfer with Syntax Guidance Ji-Eun Han author Kyung-Ah Sohn author 2023-07 text Proceedings of the 13th Workshop on Computational Approaches to Subjectivity, Sentiment, & Social Media Analysis Jeremy Barnes editor Orphée De Clercq editor Roman Klinger editor Association for Computational Linguistics Toronto, Canada conference publication han-sohn-2023-fluency 10.18653/v1/2023.wassa-1.15 https://aclanthology.org/2023.wassa-1.15/ 2023-07 162 171 ChatGPT for Suicide Risk Assessment on Social Media: Quantitative Evaluation of Model Performance, Potentials and Limitations Hamideh Ghanadian author Isar Nejadgholi author Hussein Al Osman author 2023-07 text Proceedings of the 13th Workshop on Computational Approaches to Subjectivity, Sentiment, & Social Media Analysis Jeremy Barnes editor Orphée De Clercq editor Roman Klinger editor Association for Computational Linguistics Toronto, Canada conference publication ghanadian-etal-2023-chatgpt 10.18653/v1/2023.wassa-1.16 https://aclanthology.org/2023.wassa-1.16/ 2023-07 172 183 Unsupervised Domain Adaptation using Lexical Transformations and Label Injection for Twitter Data Akshat Gupta author Xiaomo Liu author Sameena Shah author 2023-07 text Proceedings of the 13th Workshop on Computational Approaches to Subjectivity, Sentiment, & Social Media Analysis Jeremy Barnes editor Orphée De Clercq editor Roman Klinger editor Association for Computational Linguistics Toronto, Canada conference publication gupta-etal-2023-unsupervised 10.18653/v1/2023.wassa-1.17 https://aclanthology.org/2023.wassa-1.17/ 2023-07 184 193 Transformer-based cynical expression detection in a corpus of Spanish YouTube reviews Samuel Gonzalez-Lopez author Steven Bethard author 2023-07 text Proceedings of the 13th Workshop on Computational Approaches to Subjectivity, Sentiment, & Social Media Analysis Jeremy Barnes editor Orphée De Clercq editor Roman Klinger editor Association for Computational Linguistics Toronto, Canada conference publication gonzalez-lopez-bethard-2023-transformer 10.18653/v1/2023.wassa-1.18 https://aclanthology.org/2023.wassa-1.18/ 2023-07 194 201 Multilingual Language Models are not Multicultural: A Case Study in Emotion Shreya Havaldar author Sunny Rai author Bhumika Singhal author Langchen Liu author Sharath Chandra Guntuku author Lyle Ungar author 2023-07 text Proceedings of the 13th Workshop on Computational Approaches to Subjectivity, Sentiment, & Social Media Analysis Jeremy Barnes editor Orphée De Clercq editor Roman Klinger editor Association for Computational Linguistics Toronto, Canada conference publication havaldar-etal-2023-multilingual 10.18653/v1/2023.wassa-1.19 https://aclanthology.org/2023.wassa-1.19/ 2023-07 202 214 Painsight: An Extendable Opinion Mining Framework for Detecting Pain Points Based on Online Customer Reviews Yukyung Lee author Jaehee Kim author Doyoon Kim author Yookyung Kho author Younsun Kim author Pilsung Kang author 2023-07 text Proceedings of the 13th Workshop on Computational Approaches to Subjectivity, Sentiment, & Social Media Analysis Jeremy Barnes editor Orphée De Clercq editor Roman Klinger editor Association for Computational Linguistics Toronto, Canada conference publication lee-etal-2023-painsight 10.18653/v1/2023.wassa-1.20 https://aclanthology.org/2023.wassa-1.20/ 2023-07 215 227 Context-Dependent Embedding Utterance Representations for Emotion Recognition in Conversations Patrícia Pereira author Helena Moniz author Isabel Dias author Joao Paulo Carvalho author 2023-07 text Proceedings of the 13th Workshop on Computational Approaches to Subjectivity, Sentiment, & Social Media Analysis Jeremy Barnes editor Orphée De Clercq editor Roman Klinger editor Association for Computational Linguistics Toronto, Canada conference publication pereira-etal-2023-context 10.18653/v1/2023.wassa-1.21 https://aclanthology.org/2023.wassa-1.21/ 2023-07 228 236 Combining Active Learning and Task Adaptation with BERT for Cost-Effective Annotation of Social Media Datasets Jens Lemmens author Walter Daelemans author 2023-07 text Proceedings of the 13th Workshop on Computational Approaches to Subjectivity, Sentiment, & Social Media Analysis Jeremy Barnes editor Orphée De Clercq editor Roman Klinger editor Association for Computational Linguistics Toronto, Canada conference publication lemmens-daelemans-2023-combining 10.18653/v1/2023.wassa-1.22 https://aclanthology.org/2023.wassa-1.22/ 2023-07 237 250 Improving Dutch Vaccine Hesitancy Monitoring via Multi-Label Data Augmentation with GPT-3.5 Jens Van Nooten author Walter Daelemans author 2023-07 text Proceedings of the 13th Workshop on Computational Approaches to Subjectivity, Sentiment, & Social Media Analysis Jeremy Barnes editor Orphée De Clercq editor Roman Klinger editor Association for Computational Linguistics Toronto, Canada conference publication van-nooten-daelemans-2023-improving 10.18653/v1/2023.wassa-1.23 https://aclanthology.org/2023.wassa-1.23/ 2023-07 251 270 Emotion Analysis of Tweets Banning Education in Afghanistan Mohammad Ali Hussiny author Lilja Øvrelid author 2023-07 text Proceedings of the 13th Workshop on Computational Approaches to Subjectivity, Sentiment, & Social Media Analysis Jeremy Barnes editor Orphée De Clercq editor Roman Klinger editor Association for Computational Linguistics Toronto, Canada conference publication hussiny-ovrelid-2023-emotion 10.18653/v1/2023.wassa-1.24 https://aclanthology.org/2023.wassa-1.24/ 2023-07 271 277 Identifying Slurs and Lexical Hate Speech via Light-Weight Dimension Projection in Embedding Space Sanne Hoeken author Sina Zarrieß author Ozge Alacam author 2023-07 text Proceedings of the 13th Workshop on Computational Approaches to Subjectivity, Sentiment, & Social Media Analysis Jeremy Barnes editor Orphée De Clercq editor Roman Klinger editor Association for Computational Linguistics Toronto, Canada conference publication hoeken-etal-2023-identifying 10.18653/v1/2023.wassa-1.25 https://aclanthology.org/2023.wassa-1.25/ 2023-07 278 289 Sentiment and Emotion Classification in Low-resource Settings Jeremy Barnes author 2023-07 text Proceedings of the 13th Workshop on Computational Approaches to Subjectivity, Sentiment, & Social Media Analysis Jeremy Barnes editor Orphée De Clercq editor Roman Klinger editor Association for Computational Linguistics Toronto, Canada conference publication barnes-2023-sentiment 10.18653/v1/2023.wassa-1.26 https://aclanthology.org/2023.wassa-1.26/ 2023-07 290 304 Analyzing Subjectivity Using a Transformer-Based Regressor Trained on Naïve Speakers’ Judgements Elena Savinova author Fermin Moscoso Del Prado author 2023-07 text Proceedings of the 13th Workshop on Computational Approaches to Subjectivity, Sentiment, & Social Media Analysis Jeremy Barnes editor Orphée De Clercq editor Roman Klinger editor Association for Computational Linguistics Toronto, Canada conference publication savinova-moscoso-del-prado-2023-analyzing 10.18653/v1/2023.wassa-1.27 https://aclanthology.org/2023.wassa-1.27/ 2023-07 305 314 A Fine Line Between Irony and Sincerity: Identifying Bias in Transformer Models for Irony Detection Aaron Maladry author Els Lefever author Cynthia Van Hee author Veronique Hoste author 2023-07 text Proceedings of the 13th Workshop on Computational Approaches to Subjectivity, Sentiment, & Social Media Analysis Jeremy Barnes editor Orphée De Clercq editor Roman Klinger editor Association for Computational Linguistics Toronto, Canada conference publication maladry-etal-2023-fine 10.18653/v1/2023.wassa-1.28 https://aclanthology.org/2023.wassa-1.28/ 2023-07 315 324 ChatGPT is fun, but it is not funny! Humor is still challenging Large Language Models Sophie Jentzsch author Kristian Kersting author 2023-07 text Proceedings of the 13th Workshop on Computational Approaches to Subjectivity, Sentiment, & Social Media Analysis Jeremy Barnes editor Orphée De Clercq editor Roman Klinger editor Association for Computational Linguistics Toronto, Canada conference publication jentzsch-kersting-2023-chatgpt 10.18653/v1/2023.wassa-1.29 https://aclanthology.org/2023.wassa-1.29/ 2023-07 325 340 How to Control Sentiment in Text Generation: A Survey of the State-of-the-Art in Sentiment-Control Techniques Michela Lorandi author Anya Belz author 2023-07 text Proceedings of the 13th Workshop on Computational Approaches to Subjectivity, Sentiment, & Social Media Analysis Jeremy Barnes editor Orphée De Clercq editor Roman Klinger editor Association for Computational Linguistics Toronto, Canada conference publication lorandi-belz-2023-control 10.18653/v1/2023.wassa-1.30 https://aclanthology.org/2023.wassa-1.30/ 2023-07 341 353 Transformer-based Prediction of Emotional Reactions to Online Social Network Posts Irene Benedetto author Moreno La Quatra author Luca Cagliero author Luca Vassio author Martino Trevisan author 2023-07 text Proceedings of the 13th Workshop on Computational Approaches to Subjectivity, Sentiment, & Social Media Analysis Jeremy Barnes editor Orphée De Clercq editor Roman Klinger editor Association for Computational Linguistics Toronto, Canada conference publication benedetto-etal-2023-transformer 10.18653/v1/2023.wassa-1.31 https://aclanthology.org/2023.wassa-1.31/ 2023-07 354 364 Transfer Learning for Code-Mixed Data: Do Pretraining Languages Matter? Kushal Tatariya author Heather Lent author Miryam de Lhoneux author 2023-07 text Proceedings of the 13th Workshop on Computational Approaches to Subjectivity, Sentiment, & Social Media Analysis Jeremy Barnes editor Orphée De Clercq editor Roman Klinger editor Association for Computational Linguistics Toronto, Canada conference publication tatariya-etal-2023-transfer 10.18653/v1/2023.wassa-1.32 https://aclanthology.org/2023.wassa-1.32/ 2023-07 365 378 Can ChatGPT Understand Causal Language in Science Claims? Yuheun Kim author Lu Guo author Bei Yu author Yingya Li author 2023-07 text Proceedings of the 13th Workshop on Computational Approaches to Subjectivity, Sentiment, & Social Media Analysis Jeremy Barnes editor Orphée De Clercq editor Roman Klinger editor Association for Computational Linguistics Toronto, Canada conference publication kim-etal-2023-chatgpt 10.18653/v1/2023.wassa-1.33 https://aclanthology.org/2023.wassa-1.33/ 2023-07 379 389 Systematic Evaluation of GPT-3 for Zero-Shot Personality Estimation Adithya V Ganesan author Yash Kumar Lal author August Nilsson author H Andrew Schwartz author 2023-07 text Proceedings of the 13th Workshop on Computational Approaches to Subjectivity, Sentiment, & Social Media Analysis Jeremy Barnes editor Orphée De Clercq editor Roman Klinger editor Association for Computational Linguistics Toronto, Canada conference publication v-ganesan-etal-2023-systematic 10.18653/v1/2023.wassa-1.34 https://aclanthology.org/2023.wassa-1.34/ 2023-07 390 400 Utterance Emotion Dynamics in Children’s Poems: Emotional Changes Across Age Daniela Teodorescu author Alona Fyshe author Saif Mohammad author 2023-07 text Proceedings of the 13th Workshop on Computational Approaches to Subjectivity, Sentiment, & Social Media Analysis Jeremy Barnes editor Orphée De Clercq editor Roman Klinger editor Association for Computational Linguistics Toronto, Canada conference publication teodorescu-etal-2023-utterance 10.18653/v1/2023.wassa-1.35 https://aclanthology.org/2023.wassa-1.35/ 2023-07 401 415 Annotating and Training for Population Subjective Views Maria Alexeeva author Caroline Hyland author Keith Alcock author Allegra A Beal Cohen author Hubert Kanyamahanga author Isaac Kobby Anni author Mihai Surdeanu author 2023-07 text Proceedings of the 13th Workshop on Computational Approaches to Subjectivity, Sentiment, & Social Media Analysis Jeremy Barnes editor Orphée De Clercq editor Roman Klinger editor Association for Computational Linguistics Toronto, Canada conference publication alexeeva-etal-2023-annotating 10.18653/v1/2023.wassa-1.36 https://aclanthology.org/2023.wassa-1.36/ 2023-07 416 430 Exploration of Contrastive Learning Strategies toward more Robust Stance Detection Udhaya Kumar Rajendran author Amine Trabelsi author 2023-07 text Proceedings of the 13th Workshop on Computational Approaches to Subjectivity, Sentiment, & Social Media Analysis Jeremy Barnes editor Orphée De Clercq editor Roman Klinger editor Association for Computational Linguistics Toronto, Canada conference publication rajendran-trabelsi-2023-exploration 10.18653/v1/2023.wassa-1.37 https://aclanthology.org/2023.wassa-1.37/ 2023-07 431 440 Adapting Emotion Detection to Analyze Influence Campaigns on Social Media Ankita Bhaumik author Andy Bernhardt author Gregorios Katsios author Ning Sa author Tomek Strzalkowski author 2023-07 text Proceedings of the 13th Workshop on Computational Approaches to Subjectivity, Sentiment, & Social Media Analysis Jeremy Barnes editor Orphée De Clercq editor Roman Klinger editor Association for Computational Linguistics Toronto, Canada conference publication bhaumik-etal-2023-adapting 10.18653/v1/2023.wassa-1.38 https://aclanthology.org/2023.wassa-1.38/ 2023-07 441 451 Not Just Iconic: Emoji Interpretation is Shaped by Use Brianna O’Boyle author Gabriel Doyle author 2023-07 text Proceedings of the 13th Workshop on Computational Approaches to Subjectivity, Sentiment, & Social Media Analysis Jeremy Barnes editor Orphée De Clercq editor Roman Klinger editor Association for Computational Linguistics Toronto, Canada conference publication oboyle-doyle-2023-just 10.18653/v1/2023.wassa-1.39 https://aclanthology.org/2023.wassa-1.39/ 2023-07 452 457 The Paradox of Multilingual Emotion Detection Luna De Bruyne author 2023-07 text Proceedings of the 13th Workshop on Computational Approaches to Subjectivity, Sentiment, & Social Media Analysis Jeremy Barnes editor Orphée De Clercq editor Roman Klinger editor Association for Computational Linguistics Toronto, Canada conference publication de-bruyne-2023-paradox 10.18653/v1/2023.wassa-1.40 https://aclanthology.org/2023.wassa-1.40/ 2023-07 458 466 Sadness and Anxiety Language in Reddit Messages Before and After Quitting a Job Molly Ireland author Micah Iserman author Kiki Adams author 2023-07 text Proceedings of the 13th Workshop on Computational Approaches to Subjectivity, Sentiment, & Social Media Analysis Jeremy Barnes editor Orphée De Clercq editor Roman Klinger editor Association for Computational Linguistics Toronto, Canada conference publication ireland-etal-2023-sadness 10.18653/v1/2023.wassa-1.41 https://aclanthology.org/2023.wassa-1.41/ 2023-07 467 478 Communicating Climate Change: A Comparison Between Tweets and Speeches by German Members of Parliament Robin Schaefer author Christoph Abels author Stephan Lewandowsky author Manfred Stede author 2023-07 text Proceedings of the 13th Workshop on Computational Approaches to Subjectivity, Sentiment, & Social Media Analysis Jeremy Barnes editor Orphée De Clercq editor Roman Klinger editor Association for Computational Linguistics Toronto, Canada conference publication schaefer-etal-2023-communicating 10.18653/v1/2023.wassa-1.42 https://aclanthology.org/2023.wassa-1.42/ 2023-07 479 496 Modelling Political Aggression on Social Media Platforms Akash Rawat author Nazia Nafis author Dnyaneshwar Bhadane author Diptesh Kanojia author Rudra Murthy author 2023-07 text Proceedings of the 13th Workshop on Computational Approaches to Subjectivity, Sentiment, & Social Media Analysis Jeremy Barnes editor Orphée De Clercq editor Roman Klinger editor Association for Computational Linguistics Toronto, Canada conference publication rawat-etal-2023-modelling 10.18653/v1/2023.wassa-1.43 https://aclanthology.org/2023.wassa-1.43/ 2023-07 497 510 Findings of WASSA 2023 Shared Task on Empathy, Emotion and Personality Detection in Conversation and Reactions to News Articles Valentin Barriere author João Sedoc author Shabnam Tafreshi author Salvatore Giorgi author 2023-07 text Proceedings of the 13th Workshop on Computational Approaches to Subjectivity, Sentiment, & Social Media Analysis Jeremy Barnes editor Orphée De Clercq editor Roman Klinger editor Association for Computational Linguistics Toronto, Canada conference publication barriere-etal-2023-findings 10.18653/v1/2023.wassa-1.44 https://aclanthology.org/2023.wassa-1.44/ 2023-07 511 525 YNU-HPCC at WASSA-2023 Shared Task 1: Large-scale Language Model with LoRA Fine-Tuning for Empathy Detection and Emotion Classification Yukun Wang author Jin Wang author Xuejie Zhang author 2023-07 text Proceedings of the 13th Workshop on Computational Approaches to Subjectivity, Sentiment, & Social Media Analysis Jeremy Barnes editor Orphée De Clercq editor Roman Klinger editor Association for Computational Linguistics Toronto, Canada conference publication wang-etal-2023-ynu 10.18653/v1/2023.wassa-1.45 https://aclanthology.org/2023.wassa-1.45/ 2023-07 526 530 AdityaPatkar at WASSA 2023 Empathy, Emotion, and Personality Shared Task: RoBERTa-Based Emotion Classification of Essays, Improving Performance on Imbalanced Data Aditya Patkar author Suraj Chandrashekhar author Ram Mohan Rao Kadiyala author 2023-07 text Proceedings of the 13th Workshop on Computational Approaches to Subjectivity, Sentiment, & Social Media Analysis Jeremy Barnes editor Orphée De Clercq editor Roman Klinger editor Association for Computational Linguistics Toronto, Canada conference publication patkar-etal-2023-adityapatkar 10.18653/v1/2023.wassa-1.46 https://aclanthology.org/2023.wassa-1.46/ 2023-07 531 535 Curtin OCAI at WASSA 2023 Empathy, Emotion and Personality Shared Task: Demographic-Aware Prediction Using Multiple Transformers Md Rakibul Hasan author Md Zakir Hossain author Tom Gedeon author Susannah Soon author Shafin Rahman author 2023-07 text Proceedings of the 13th Workshop on Computational Approaches to Subjectivity, Sentiment, & Social Media Analysis Jeremy Barnes editor Orphée De Clercq editor Roman Klinger editor Association for Computational Linguistics Toronto, Canada conference publication hasan-etal-2023-curtin 10.18653/v1/2023.wassa-1.47 https://aclanthology.org/2023.wassa-1.47/ 2023-07 536 541 Team_Hawk at WASSA 2023 Empathy, Emotion, and Personality Shared Task: Multi-tasking Multi-encoder based transformers for Empathy and Emotion Prediction in Conversations Addepalli Sai Srinivas author Nabarun Barua author Santanu Pal author 2023-07 text Proceedings of the 13th Workshop on Computational Approaches to Subjectivity, Sentiment, & Social Media Analysis Jeremy Barnes editor Orphée De Clercq editor Roman Klinger editor Association for Computational Linguistics Toronto, Canada conference publication srinivas-etal-2023-team 10.18653/v1/2023.wassa-1.48 https://aclanthology.org/2023.wassa-1.48/ 2023-07 542 547 NCUEE-NLP at WASSA 2023 Shared Task 1: Empathy and Emotion Prediction Using Sentiment-Enhanced RoBERTa Transformers Tzu-Mi Lin author Jung-Ying Chang author Lung-Hao Lee author 2023-07 text Proceedings of the 13th Workshop on Computational Approaches to Subjectivity, Sentiment, & Social Media Analysis Jeremy Barnes editor Orphée De Clercq editor Roman Klinger editor Association for Computational Linguistics Toronto, Canada conference publication lin-etal-2023-ncuee 10.18653/v1/2023.wassa-1.49 https://aclanthology.org/2023.wassa-1.49/ 2023-07 548 552 Domain Transfer for Empathy, Distress, and Personality Prediction Fabio Gruschka author Allison Lahnala author Charles Welch author Lucie Flek author 2023-07 text Proceedings of the 13th Workshop on Computational Approaches to Subjectivity, Sentiment, & Social Media Analysis Jeremy Barnes editor Orphée De Clercq editor Roman Klinger editor Association for Computational Linguistics Toronto, Canada conference publication gruschka-etal-2023-domain 10.18653/v1/2023.wassa-1.50 https://aclanthology.org/2023.wassa-1.50/ 2023-07 553 557 Converge at WASSA 2023 Empathy, Emotion and Personality Shared Task: A Transformer-based Approach for Multi-Label Emotion Classification Aditya Paranjape author Gaurav Kolhatkar author Yash Patwardhan author Omkar Gokhale author Shweta Dharmadhikari author 2023-07 text Proceedings of the 13th Workshop on Computational Approaches to Subjectivity, Sentiment, & Social Media Analysis Jeremy Barnes editor Orphée De Clercq editor Roman Klinger editor Association for Computational Linguistics Toronto, Canada conference publication paranjape-etal-2023-converge 10.18653/v1/2023.wassa-1.51 https://aclanthology.org/2023.wassa-1.51/ 2023-07 558 563 PICT-CLRL at WASSA 2023 Empathy, Emotion and Personality Shared Task: Empathy and Distress Detection using Ensembles of Transformer Models Tanmay Chavan author Kshitij Deshpande author Sheetal Sonawane author 2023-07 text Proceedings of the 13th Workshop on Computational Approaches to Subjectivity, Sentiment, & Social Media Analysis Jeremy Barnes editor Orphée De Clercq editor Roman Klinger editor Association for Computational Linguistics Toronto, Canada conference publication chavan-etal-2023-pict 10.18653/v1/2023.wassa-1.52 https://aclanthology.org/2023.wassa-1.52/ 2023-07 564 568 Team Bias Busters at WASSA 2023 Empathy, Emotion and Personality Shared Task: Emotion Detection with Generative Pretrained Transformers Andrew Nedilko author Yi Chu author 2023-07 text Proceedings of the 13th Workshop on Computational Approaches to Subjectivity, Sentiment, & Social Media Analysis Jeremy Barnes editor Orphée De Clercq editor Roman Klinger editor Association for Computational Linguistics Toronto, Canada conference publication nedilko-chu-2023-team 10.18653/v1/2023.wassa-1.53 https://aclanthology.org/2023.wassa-1.53/ 2023-07 569 573 HIT-SCIR at WASSA 2023: Empathy and Emotion Analysis at the Utterance-Level and the Essay-Level Xin Lu author Zhuojun Li author Yanpeng Tong author Yanyan Zhao author Bing Qin author 2023-07 text Proceedings of the 13th Workshop on Computational Approaches to Subjectivity, Sentiment, & Social Media Analysis Jeremy Barnes editor Orphée De Clercq editor Roman Klinger editor Association for Computational Linguistics Toronto, Canada conference publication lu-etal-2023-hit 10.18653/v1/2023.wassa-1.54 https://aclanthology.org/2023.wassa-1.54/ 2023-07 574 580 VISU at WASSA 2023 Shared Task: Detecting Emotions in Reaction to News Stories Using Transformers and Stacked Embeddings Vivek Kumar author Prayag Tiwari author Sushmita Singh author 2023-07 text Proceedings of the 13th Workshop on Computational Approaches to Subjectivity, Sentiment, & Social Media Analysis Jeremy Barnes editor Orphée De Clercq editor Roman Klinger editor Association for Computational Linguistics Toronto, Canada conference publication kumar-etal-2023-visu 10.18653/v1/2023.wassa-1.55 https://aclanthology.org/2023.wassa-1.55/ 2023-07 581 586 Findings of WASSA 2023 Shared Task: Multi-Label and Multi-Class Emotion Classification on Code-Mixed Text Messages Iqra Ameer author Necva Bölücü author Hua Xu author Ali Al Bataineh author 2023-07 text Proceedings of the 13th Workshop on Computational Approaches to Subjectivity, Sentiment, & Social Media Analysis Jeremy Barnes editor Orphée De Clercq editor Roman Klinger editor Association for Computational Linguistics Toronto, Canada conference publication ameer-etal-2023-findings 10.18653/v1/2023.wassa-1.56 https://aclanthology.org/2023.wassa-1.56/ 2023-07 587 595 Emotion classification on code-mixed text messages via soft prompt tuning Jinghui Zhang author Dongming Yang author Siyu Bao author Lina Cao author Shunguo Fan author 2023-07 text Proceedings of the 13th Workshop on Computational Approaches to Subjectivity, Sentiment, & Social Media Analysis Jeremy Barnes editor Orphée De Clercq editor Roman Klinger editor Association for Computational Linguistics Toronto, Canada conference publication zhang-etal-2023-emotion 10.18653/v1/2023.wassa-1.57 https://aclanthology.org/2023.wassa-1.57/ 2023-07 596 600 PrecogIIITH@WASSA2023: Emotion Detection for Urdu-English Code-mixed Text Bhaskara Hanuma Vedula author Prashant Kodali author Manish Shrivastava author Ponnurangam Kumaraguru author 2023-07 text Proceedings of the 13th Workshop on Computational Approaches to Subjectivity, Sentiment, & Social Media Analysis Jeremy Barnes editor Orphée De Clercq editor Roman Klinger editor Association for Computational Linguistics Toronto, Canada conference publication vedula-etal-2023-precogiiith 10.18653/v1/2023.wassa-1.58 https://aclanthology.org/2023.wassa-1.58/ 2023-07 601 605 BpHigh at WASSA 2023: Using Contrastive Learning to build Sentence Transformer models for Multi-Class Emotion Classification in Code-mixed Urdu Bhavish Pahwa author 2023-07 text Proceedings of the 13th Workshop on Computational Approaches to Subjectivity, Sentiment, & Social Media Analysis Jeremy Barnes editor Orphée De Clercq editor Roman Klinger editor Association for Computational Linguistics Toronto, Canada conference publication pahwa-2023-bphigh 10.18653/v1/2023.wassa-1.59 https://aclanthology.org/2023.wassa-1.59/ 2023-07 606 610 YNU-HPCC at WASSA 2023: Using Text-Mixed Data Augmentation for Emotion Classification on Code-Mixed Text Message Xuqiao Ran author You Zhang author Jin Wang author Dan Xu author Xuejie Zhang author 2023-07 text Proceedings of the 13th Workshop on Computational Approaches to Subjectivity, Sentiment, & Social Media Analysis Jeremy Barnes editor Orphée De Clercq editor Roman Klinger editor Association for Computational Linguistics Toronto, Canada conference publication ran-etal-2023-ynu 10.18653/v1/2023.wassa-1.60 https://aclanthology.org/2023.wassa-1.60/ 2023-07 611 615 Generative Pretrained Transformers for Emotion Detection in a Code-Switching Setting Andrew Nedilko author 2023-07 text Proceedings of the 13th Workshop on Computational Approaches to Subjectivity, Sentiment, & Social Media Analysis Jeremy Barnes editor Orphée De Clercq editor Roman Klinger editor Association for Computational Linguistics Toronto, Canada conference publication nedilko-2023-generative 10.18653/v1/2023.wassa-1.61 https://aclanthology.org/2023.wassa-1.61/ 2023-07 616 620