Accepted Papers

Presentation Mode	Title	Authors
Lightning Talk	JBBQ: Japanese Bias Benchmark for Analyzing Social Biases in Large Language Models	Hitomi Yanaka, Namgi Han, Ryoma Kumon, Lu Jie, Masashi Takeshita, Ryo Sekizawa, Taisei Katô, Hiromi Arai
Lightning Talk	Intersectional Bias in Japanese Large Language Models from Contextualized Perspective	Hitomi Yanaka, Xinqi He, Lu Jie, Namgi Han, Ryoma Kumon, Yuma Matsuoka, Kazuhiko Watabe, Yuko Itatsu
Poster	Towards Massive Multilingual Holistic Bias	Xiaoqing Tan, Prangthip Hansanti, Arina Turkatenko, Joe Chuang, Carleigh Wood, Bokai YU, Christophe Ropers, Marta R. Costa-jussà
Poster	Detecting Bias and Intersectional Bias in Italian Word Embeddings and Language Models	Alexandre Puttick, Mascha Kurpicz-Briki
Poster	Sports and Women’s Sports: Gender Bias in Text Generation with Olympic Data	Laura Biester
Poster	Power(ful) Associations: Rethinking ``Stereotype’’ for NLP	Hannah Devinney
Poster	Exploring Gender Bias in Large Language Models: An In-depth Dive into the German Language	Kristin Gnadt, David Thulke, Simone Kopeinik, Ralf Schlüter
Oral Presentation	Introducing MARB — A Dataset for Studying the Social Dimensions of Reporting Bias in Language Models	Tom Södahl Bladsjö, Ricardo Muñoz Sánchez
Poster	Adapting Psycholinguistic Research for LLMs: Gender-inclusive Language in a Coreference Context	Marion Bartl, Thomas Brendan Murphy, Susan Leavy
Poster	Gender Bias in Nepali-English Machine Translation: A Comparison of LLMs and Existing MT Systems	Supriya Khadka, Bijayan Bhattarai
Poster	Leveraging Large Language Models to Measure Gender Representation Bias in Gendered Language Corpora	Erik Derner, Sara Sansalvador de la Fuente, Yoan Gutierrez, Paloma Moreda Pozo, Nuria M Oliver
Poster	Mind the Gap: Gender-based Differences in Occupational Embeddings	Olga Kononykhina, Anna-Carolina Haensch, Frauke Kreuter
Poster	Bias Beyond English: Evaluating Social Bias and Debiasing Methods in a Low-Resource Setting	Ej Zhou, Weiming Lu
Poster	Assessing the Reliability of LLMs Annotations in the Context of Demographic Bias and Model Explanation	Hadi Mohammadi, Tina Shahedi, Pablo Mosteiro, Massimo Poesio, Ayoub Bagheri, Anastasia Giachanou
Lightning Talk	WoNBias: A Dataset for Classifying Bias & Prejudice Against Women in Bengali Text	Raisul Islam Aupi, Nishat Tafannum, Shahidur Rahman, Kh Mahmudul Hassan, Naimur Rahman
Lightning Talk	LLMs Exhibit Implicit Biases in Predicting Patients’ Gender from Clinical Conversations	Naveen Jafer Nizar, Swetasudha Panda, Daeja Oxendine, Qinlan Shen, Sumana Srivatsa, Krishnaram Kenthapadi
Poster	Strengths and Limitations of Word-Based Task Explainability in Vision Language Models: a Case Study on Biological Sex Biases in the Medical Domain	Lorenzo Bertolini, Valentin Comte, Victoria Ruiz-Serra, Lia Orfei, Mario Ceresa
Poster	Wanted: Personalised Bias Warnings for Gender Bias in Language Models	Chiara Di Bonaventura, Michelle Nwachukwu, Maria Stoica
Poster	GG-BBQ: German Gender Bias Benchmark for Question Answering	Shalaka Satheesh, Katrin Klug, Katharina Beckh, Héctor Allende-Cid, Sebastian Houben, Teena Hassan
Lightning Talk	Tag-First: Mitigating Distributional Bias in Synthetic User Profiles through Controlled Attribute Generation	Ismael Garrido-Muñoz, Arturo Montejo-Ráez, Fernando Martínez Santiago
Poster	Characterizing non-binary French: A first step towards debiasing gender inference	Marie Flesch, Heather Burnett
Poster	Can Explicit Gender Information Improve Zero-Shot Machine Translation?	Van-Hien Tran, Huy Hien Vu, Hideki Tanaka, Masao Utiyama
Poster	Colombian Waitresses y Jueces canadienses: Gender and Country Biases in Occupation Recommendations from LLMs	Elisa Forcada Rodríguez, Jon Ander Campos, Olatz Perez-de-Vinaspre, Dietrich Klakow, Vagrant Gautam
Poster	Bias Attribution in Filipino Language Models: Extending a Bias Interpretability Metric for Application on Agglutinative Languages	Lance Calvin Lim Gamboa, Yue Feng, Mark G. Lee
Poster	Surface Fairness, Deep Bias: A Comparative Study of Bias in Language Models	Aleksandra Sorokovikova, Pavel Chizhov, Iuliia Eremenko, Ivan P. Yamshchikov
Poster	Measuring Gender Bias in the Farsi Language	Hamidreza Saffari, Mohammadamin Shafiei, Donya Rooein, Debora Nozza
Poster	A Diachronic Analysis of Human and Model Predictions on Audience Gender in How-to Guides	Nicola Fanton, Sidharth Ranjan, Titus von der Malsburg, Michael Roth
Lightning Talk	ArGAN: Arabic Gender, Ability, and Nationality Dataset for Evaluating Biases in Large Language Models	Ranwa Aly, Yara Allam, Rana Gaber, Christine Basta
Lightning Talk	Assessing Gender Bias of Pretrained Bangla Language Models in STEM and SHAPE Fields	Noor Mairukh Khan Arnob, Saiyara Mahmud, Azmine Toushik Wasi
Poster	One Size Fits None: Rethinking Fairness in Medical AI	Roland Roller, Michael Hahn, Ajay Madhavan Ravichandran, Zeineb Sassi, Bilgin Osmanodja, Florian Oetke, Aljoscha Burchardt, Klaus Netter, Anne Herrmann, Klemens Budde, Peter Dabrock, Tobias Strapatsas, Sebastian Möller
Poster	From Measurement to Mitigation: Exploring the Transferability of Debiasing Approaches to Gender Bias in Maltese Language Models	Melanie Galea, Claudia Borg
Oral Presentation	GENDEROUS: Machine Translation and Cross-Linguistic Evaluation of a Gender-Ambiguous Dataset	Janiça Hackenbuchner, Joke Daems, Eleni Gkovedarou
Lightning Talk	Fine-Tuning vs Prompting Techniques for Gender-Fair Rewriting of Machine Translations	Paolo Mainardi, Federico Garcea, Alberto Barrón-Cedeño
Poster	Some Myths About Bias: A Queer Studies Reading Of Gender Bias In NLP	Filipa Calado
Poster	GenWriter: Reducing Gender Cues in Biographies through Text Rewriting	Shweta Soundararajan, Sarah Jane Delany
Poster	Examining the Cultural Encoding of Gender Bias in LLMs for Low-Resourced African Languages	Abigail Oppong, Hellina Hailu Nigatu, Chinasa T. Okolo
Poster	Ableism, Ageism, Gender, and Nationality bias in Norwegian and Multilingual Language Models	Martin Sjåvik, Samia Touileb
Lightning Talk	Disentangling Biased Representations: A Causal Intervention Framework for Fairer NLP Models	Yangge Qian, Yilong Hu, Siqi Zhang, Xu Gu, Xiaolin Qin
Poster	Gender Bias and the Role of Context in Human Perception and Machine Translation	Janiça Hackenbuchner, Arda Tezcan, Joke Daems
Findings Lightning Talk	Translate With Care: Addressing Gender Bias, Neutrality, and Reasoning in Large Language Model Translations	Pardis Sadat Zahraei, Ali Emami
Findings Poster	GeNRe: a French Gender-Neutral Rewriting System Using Collective Nouns	Enzo Doyen, Amalia Todirascu
Findings Poster	taz2024full: Analysing German Newspapers for Gender Bias and Discrimination across Decades	Stefanie Urchs, Veronika Thurner, Matthias Aßenmacher, Christian Heumann, Stephanie Thiemichen
Findings Poster	BanStereoSet: A Dataset to Measure Stereotypical Social Biases in LLMs for Bangla	Mahammed Kamruzzaman, Abdullah Al Monsur, Shrabon Kumar Das, Enamul Hassan, Gene Louis Kim
Findings Lightning Talk	Biases Propagate in Encoder-based Vision-Language Models: A Systematic Analysis From Intrinsic Measures to Zero-shot Retrieval Outcomes	Kshitish Ghate, Tessa Charlesworth, Mona T. Diab, Aylin Caliskan