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ACL 2023

2,767 papers

Robust Hate Speech Detection in Social Media: A Cross-Dataset Empirical Evaluation

Dimosthenis Antypas, Jose Camacho-Collados

Harmful Language Datasets: An Assessment of Robustness

Katerina Korre, John Pavlopoulos, Jeffrey Sorensen, Léo Laugier, Ion Androutsopoulos

Factoring Hate Speech: A New Annotation Framework to Study Hate Speech in Social Media

Gal Ron, Effi Levi, Odelia Oshri, Shaul R. Shenhav

HOMO-MEX: A Mexican Spanish Annotated Corpus for LGBT+phobia Detection on Twitter

Juan Vásquez, Scott Andersen, Gemma Bel-Enguix, Helena Gómez-adorno, Sergio-luis Ojeda-trueba

Evaluating the Effectiveness of Natural Language Inference for Hate Speech Detection in Languages with Limited Labeled Data

Janis Goldzycher, Moritz Preisig, Chantal Amrhein, Gerold Schneider

Resources for Automated Identification of Online Gender-Based Violence: A Systematic Review

Gavin Abercrombie, Aiqi Jiang, Poppy Gerrard-abbott, Ioannis Konstas, Verena Rieser

Conversation Derailment Forecasting with Graph Convolutional Networks

Enas Altarawneh, Ameeta Agrawal, Michael Jenkin, Manos Papagelis

“Female Astronaut: Because sandwiches won’t make themselves up there”: Towards Multimodal misogyny detection in memes

Smriti Singh, Amritha Haridasan, Raymond Mooney

Concept-Based Explanations to Test for False Causal Relationships Learned by Abusive Language Classifiers

Isar Nejadgholi, Svetlana Kiritchenko, Kathleen C. Fraser, Esma Balkir

Problematic Webpage Identification: A Trilogy of Hatespeech, Search Engines and GPT

Ojasvin Sood, Sandipan Dandapat

Aporophobia: An Overlooked Type of Toxic Language Targeting the Poor

Svetlana Kiritchenko, Georgina Curto Rex, Isar Nejadgholi, Kathleen C. Fraser

Cross-Platform and Cross-Domain Abusive Language Detection with Supervised Contrastive Learning

Md Tawkat Islam Khondaker, Muhammad Abdul-Mageed, Laks Lakshmanan, V.S.

Relationality and Offensive Speech: A Research Agenda

Razvan Amironesei, Mark Díaz

Benchmarking Offensive and Abusive Language in Dutch Tweets

Tommaso Caselli, Hylke van der Veen

Respectful or Toxic? Using Zero-Shot Learning with Language Models to Detect Hate Speech

Flor Miriam Plaza-del-Arco, Debora Nozza, Dirk Hovy

Towards Weakly-Supervised Hate Speech Classification Across Datasets

Yiping Jin, Leo Wanner, Vishakha Kadam, Alexander Shvets

Towards Safer Communities: Detecting Aggression and Offensive Language in Code-Mixed Tweets to Combat Cyberbullying

Nazia Nafis, Diptesh Kanojia, Naveen Saini, Rudra Murthy

DeTexD: A Benchmark Dataset for Delicate Text Detection

Serhii Yavnyi, Oleksii Sliusarenko, Jade Razzaghi, Olena Nahorna, Yichen Mo

Identity Construction in a Misogynist Incels Forum

Michael Yoder, Chloe Perry, David Brown, Kathleen Carley, Meredith Pruden

Narrative Cloze as a Training Objective: Towards Modeling Stories Using Narrative Chain Embeddings

Hans Ole Hatzel, Chris Biemann

Composition and Deformance: Measuring Imageability with a Text-to-Image Model

Si Wu, David Smith

Mrs. Dalloway Said She Would Segment the Chapters Herself

Peiqi Sui, Lin Wang, Sil Hamilton, Thorsten Ries, Kelvin Wong

Identifying Visual Depictions of Animate Entities in Narrative Comics: An Annotation Study

Lauren Edlin, Joshua Reiss

An Analysis of Reader Engagement in Literary Fiction through Eye Tracking and Linguistic Features

Rose Neis, Karin de Langis, Zae Myung Kim, Dongyeop Kang

Story Settings: A Dataset

Kaley Rittichier

What is Wrong with Language Models that Can Not Tell a Story?

Ivan P. Yamshchikov, Alexey Tikhonov

The Candide model: How narratives emerge where observations meet beliefs

Paul Van Eecke, Lara Verheyen, Tom Willaert, Katrien Beuls

Word Category Arcs in Literature Across Languages and Genres

Winston Wu, Lu Wang, Rada Mihalcea

Modeling Readers’ Appreciation of Literary Narratives Through Sentiment Arcs and Semantic Profiles

Pascale Moreira, Yuri Bizzoni, Kristoffer Nielbo, Ida Marie Lassen, Mads Thomsen

Evaluation Metrics for Depth and Flow of Knowledge in Non-fiction Narrative Texts

Sachin Pawar, Girish Palshikar, Ankita Jain, Mahesh Singh, Mahesh Rangarajan

Emotion and Modifier in Henry Rider Haggard’s Novels

Salim Sazzed

What’s New? Identifying the Unfolding of New Events in a Narrative

Seyed Mahed Mousavi, Shohei Tanaka, Gabriel Roccabruna, Koichiro Yoshino, Satoshi Nakamura

Generative Pretrained Transformers for Emotion Detection in a Code-Switching Setting

Andrew Nedilko

YNU-HPCC at WASSA 2023: Using Text-Mixed Data Augmentation for Emotion Classification on Code-Mixed Text Message

Xuqiao Ran, You Zhang, Jin Wang, Dan Xu, Xuejie Zhang

BpHigh at WASSA 2023: Using Contrastive Learning to build Sentence Transformer models for Multi-Class Emotion Classification in Code-mixed Urdu

Bhavish Pahwa

PrecogIIITH@WASSA2023: Emotion Detection for Urdu-English Code-mixed Text

Bhaskara Hanuma Vedula, Prashant Kodali, Manish Shrivastava, Ponnurangam Kumaraguru

Emotion classification on code-mixed text messages via soft prompt tuning

Jinghui Zhang, Dongming Yang, Siyu Bao, Lina Cao, Shunguo Fan

[RETRACTED] Findings of WASSA 2023 Shared Task: Multi-Label and Multi-Class Emotion Classification on Code-Mixed Text Messages

Iqra Ameer, Necva Bölücü, Hua Xu, Ali Al Bataineh

VISU at WASSA 2023 Shared Task: Detecting Emotions in Reaction to News Stories Using Transformers and Stacked Embeddings

Vivek Kumar, Prayag Tiwari, Sushmita Singh

HIT-SCIR at WASSA 2023: Empathy and Emotion Analysis at the Utterance-Level and the Essay-Level

Xin Lu, Zhuojun Li, Yanpeng Tong, Yanyan Zhao, Bing Qin

Team Bias Busters at WASSA 2023 Empathy, Emotion and Personality Shared Task: Emotion Detection with Generative Pretrained Transformers

Andrew Nedilko, Yi Chu

PICT-CLRL at WASSA 2023 Empathy, Emotion and Personality Shared Task: Empathy and Distress Detection using Ensembles of Transformer Models

Tanmay Chavan, Kshitij Deshpande, Sheetal Sonawane

Converge at WASSA 2023 Empathy, Emotion and Personality Shared Task: A Transformer-based Approach for Multi-Label Emotion Classification

Aditya Paranjape, Gaurav Kolhatkar, Yash Patwardhan, Omkar Gokhale, Shweta Dharmadhikari

Domain Transfer for Empathy, Distress, and Personality Prediction

Fabio Gruschka, Allison Lahnala, Charles Welch, Lucie Flek

NCUEE-NLP at WASSA 2023 Shared Task 1: Empathy and Emotion Prediction Using Sentiment-Enhanced RoBERTa Transformers

Tzu-Mi Lin, Jung-Ying Chang, Lung-Hao Lee

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, Nabarun Barua, Santanu Pal

Curtin OCAI at WASSA 2023 Empathy, Emotion and Personality Shared Task: Demographic-Aware Prediction Using Multiple Transformers

Md Rakibul Hasan, Md Zakir Hossain, Tom Gedeon, Susannah Soon, Shafin Rahman

AdityaPatkar at WASSA 2023 Empathy, Emotion, and Personality Shared Task: RoBERTa-Based Emotion Classification of Essays, Improving Performance on Imbalanced Data

Aditya Patkar, Suraj Chandrashekhar, Ram Mohan Rao Kadiyala

YNU-HPCC at WASSA-2023 Shared Task 1: Large-scale Language Model with LoRA Fine-Tuning for Empathy Detection and Emotion Classification

Yukun Wang, Jin Wang, Xuejie Zhang

Findings of WASSA 2023 Shared Task on Empathy, Emotion and Personality Detection in Conversation and Reactions to News Articles

Valentin Barriere, João Sedoc, Shabnam Tafreshi, Salvatore Giorgi

Modelling Political Aggression on Social Media Platforms

Akash Rawat, Nazia Nafis, Dnyaneshwar Bhadane, Diptesh Kanojia, Rudra Murthy

Communicating Climate Change: A Comparison Between Tweets and Speeches by German Members of Parliament

Robin Schaefer, Christoph Abels, Stephan Lewandowsky, Manfred Stede

Sadness and Anxiety Language in Reddit Messages Before and After Quitting a Job

Molly Ireland, Micah Iserman, Kiki Adams

The Paradox of Multilingual Emotion Detection

Luna De Bruyne

Not Just Iconic: Emoji Interpretation is Shaped by Use

Brianna O’Boyle, Gabriel Doyle

Adapting Emotion Detection to Analyze Influence Campaigns on Social Media

Ankita Bhaumik, Andy Bernhardt, Gregorios Katsios, Ning Sa, Tomek Strzalkowski

Exploration of Contrastive Learning Strategies toward more Robust Stance Detection

Udhaya Kumar Rajendran, Amine Trabelsi

Annotating and Training for Population Subjective Views

Maria Alexeeva, Caroline Hyland, Keith Alcock, Allegra A. Beal Cohen, Hubert Kanyamahanga

Utterance Emotion Dynamics in Children’s Poems: Emotional Changes Across Age

Daniela Teodorescu, Alona Fyshe, Saif Mohammad

Systematic Evaluation of GPT-3 for Zero-Shot Personality Estimation

Adithya V Ganesan, Yash Kumar Lal, August Nilsson, H. Andrew Schwartz

Can ChatGPT Understand Causal Language in Science Claims?

Yuheun Kim, Lu Guo, Bei Yu, Yingya Li

Transfer Learning for Code-Mixed Data: Do Pretraining Languages Matter?

Kushal Tatariya, Heather Lent, Miryam de Lhoneux

Transformer-based Prediction of Emotional Reactions to Online Social Network Posts

Irene Benedetto, Moreno La Quatra, Luca Cagliero, Luca Vassio, Martino Trevisan

How to Control Sentiment in Text Generation: A Survey of the State-of-the-Art in Sentiment-Control Techniques

Michela Lorandi, Anya Belz

ChatGPT is fun, but it is not funny! Humor is still challenging Large Language Models

Sophie Jentzsch, Kristian Kersting

A Fine Line Between Irony and Sincerity: Identifying Bias in Transformer Models for Irony Detection

Aaron Maladry, Els Lefever, Cynthia Van Hee, Véronique Hoste

Analyzing Subjectivity Using a Transformer-Based Regressor Trained on Naïve Speakers’ Judgements

Elena Savinova, Fermin Moscoso Del Prado

Sentiment and Emotion Classification in Low-resource Settings

Jeremy Barnes

Identifying Slurs and Lexical Hate Speech via Light-Weight Dimension Projection in Embedding Space

Sanne Hoeken, Sina Zarrieß, Özge Alaçam

Emotion Analysis of Tweets Banning Education in Afghanistan

Mohammad Ali Hussiny, Lilja Øvrelid

Improving Dutch Vaccine Hesitancy Monitoring via Multi-Label Data Augmentation with GPT-3.5

Jens Van Nooten, Walter Daelemans

Combining Active Learning and Task Adaptation with BERT for Cost-Effective Annotation of Social Media Datasets

Jens Lemmens, Walter Daelemans

Context-Dependent Embedding Utterance Representations for Emotion Recognition in Conversations

Patrícia Pereira, Helena Moniz, Isabel Dias, Joao Paulo Carvalho

Painsight: An Extendable Opinion Mining Framework for Detecting Pain Points Based on Online Customer Reviews

Yukyung Lee, Jaehee Kim, Doyoon Kim, Yookyung Kho, Younsun Kim

Multilingual Language Models are not Multicultural: A Case Study in Emotion

Shreya Havaldar, Sunny Rai, Bhumika Singhal, Langchen Liu, Sharath Chandra Guntuku

Transformer-based cynical expression detection in a corpus of Spanish YouTube reviews

Samuel González-López, Steven Bethard

Unsupervised Domain Adaptation using Lexical Transformations and Label Injection for Twitter Data

Akshat Gupta, Xiaomo Liu, Sameena Shah

ChatGPT for Suicide Risk Assessment on Social Media: Quantitative Evaluation of Model Performance, Potentials and Limitations

Hamideh Ghanadian, Isar Nejadgholi, Hussein Al Osman

Fluency Matters! Controllable Style Transfer with Syntax Guidance

Ji-Eun Han, Kyung-ah Sohn

Examining Bias in Opinion Summarisation through the Perspective of Opinion Diversity

Nannan Huang, Lin Tian, Haytham Fayek, Xiuzhen Zhang

A Dataset for Explainable Sentiment Analysis in the German Automotive Industry

Andrea Zielinski, Calvin Spolwind, Henning Kroll, Anna Grimm

GSAC: A Gujarati Sentiment Analysis Corpus from Twitter

Monil Gokani, Radhika Mamidi

Towards Detecting Harmful Agendas in News Articles

Melanie Subbiah, Amrita Bhattacharjee, Yilun Hua, Tharindu Kumarage, Huan Liu

Czech-ing the News: Article Trustworthiness Dataset for Czech

Matyas Bohacek, Michal Bravansky, Filip Trhlík, Vaclav Moravec

Understanding Emotion Valence is a Joint Deep Learning Task

Gabriel Roccabruna, Seyed Mahed Mousavi, Giuseppe Riccardi

Emotions in Spoken Language - Do we need acoustics?

Nadine Probol, Margot Mieskes

Emotion and Sentiment Guided Paraphrasing

Justin Xie, Ameeta Agrawal

Discourse Mode Categorization of Bengali Social Media Health Text

Salim Sazzed

UNIDECOR: A Unified Deception Corpus for Cross-Corpus Deception Detection

Aswathy Velutharambath, Roman Klinger

You Are What You Read: Inferring Personality From Consumed Textual Content

Adam Sutton, Almog Simchon, Matthew Edwards, Stephan Lewandowsky

Instruction Tuning for Few-Shot Aspect-Based Sentiment Analysis

Siddharth Varia, Shuai Wang, Kishaloy Halder, Robert Vacareanu, Miguel Ballesteros

Sentimental Matters - Predicting Literary Quality by Sentiment Analysis and Stylometric Features

Yuri Bizzoni, Pascale Moreira, Mads Rosendahl Thomsen, Kristoffer Nielbo

PESTO: A Post-User Fusion Network for Rumour Detection on Social Media

Erxue Min, Sophia Ananiadou

Strength in Numbers: Estimating Confidence of Large Language Models by Prompt Agreement

Gwenyth Portillo Wightman, Alexandra DeLucia, Mark Dredze

Enabling Classifiers to Make Judgements Explicitly Aligned with Human Values

Yejin Bang, Tiezheng Yu, Andrea Madotto, Zhaojiang Lin, Mona Diab

On The Real-world Performance of Machine Translation: Exploring Social Media Post-authors’ Perspectives

Ananya Gupta, Jae Takeuchi, Bart Knijnenburg

IMBERT: Making BERT Immune to Insertion-based Backdoor Attacks

Xuanli He, Jun Wang, Benjamin Rubinstein, Trevor Cohn

Expanding Scope: Adapting English Adversarial Attacks to Chinese

Hanyu Liu, Chengyuan Cai, Yanjun Qi

Training Data Extraction From Pre-trained Language Models: A Survey

Shotaro Ishihara

Make Text Unlearnable: Exploiting Effective Patterns to Protect Personal Data

Xinzhe Li, Ming Liu