Papers
SpecialtyScribe: Enhancing SOAP note Scribing for Medical Specialties using LLM’s
Sagar Goyal, Eti Rastogi, Fen Zhao et al.
Prefix-Enhanced Large Language Models with Reused Training Data in Multi-Turn Medical Dialogue
Suxue Ma, Zhicheng Yang, Ruei-Sung Lin et al.
Synthetic Documents for Medical Tasks: Bridging Privacy with Knowledge Injection and Reward Mechanism
Simon Meoni, Éric De La Clergerie, Théo Ryffel
PatientDx: Merging Large Language Models for Protecting Data-Privacy in Healthcare
Jose G. Moreno, Jesus Lovon-Melgarejo, M’rick Robin-Charlet et al.
LexiLogic@CALCS 2025: Predicting Preferences in Generated Code-Switched Text
Pranav Gupta, Souvik Bhattacharyya, Niranjan Kumar M et al.
Tongue-Tied: Breaking LLMs Safety Through New Language Learning
Bibek Upadhayay, Vahid Behzadan
Where and How Do Languages Mix? A Study of Spanish-Guaraní Code-Switching in Paraguay
Olga Kellert, Nemika Tyagi
Beyond Monolingual Limits: Fine-Tuning Monolingual ASR for Yoruba-English Code-Switching
Oreoluwa Boluwatife Babatunde, Victor Tolulope Olufemi, Emmanuel Bolarinwa et al.
The Impact of Code-switched Synthetic Data Quality is Task Dependent: Insights from MT and ASR
Injy Hamed, Thang Vu, Nizar Habash
EuskañolDS: A Naturally Sourced Corpus for Basque-Spanish Code-Switching
Maite Heredia, Jeremy Barnes, Aitor Soroa
WHEN TOM EATS KIMCHI: Evaluating Cultural Awareness of Multimodal Large Language Models in Cultural Mixture Contexts
Jun Seong Kim, Kyaw Ye Thu, Javad Ismayilzada et al.
Cross-Cultural Differences in Mental Health Expressions on Social Media
Sunny Rai, Khushi Shelat, Devansh Jain et al.
Towards Region-aware Bias Evaluation Metrics
Angana Borah, Aparna Garimella, Rada Mihalcea
One world, one opinion? The superstar effect in LLM responses
Sofie Goethals, Lauren Rhue
LLM-C3MOD: A Human-LLM Collaborative System for Cross-Cultural Hate Speech Moderation
Junyeong Park, Seogyeong Jeong, Seyoung Song et al.
Korean Stereotype Content Model: Translating Stereotypes Across Cultures
Michelle YoungJin Kim, Kristen Johnson
DaKultur: Evaluating the Cultural Awareness of Language Models for Danish with Native Speakers
Max Müller-Eberstein, Mike Zhang, Elisa Bassignana et al.
InspAIred: Cross-cultural Inspiration Detection and Analysis in Real and LLM-generated Social Media Data
Oana Ignat, Gayathri Ganesh Lakshmy, Rada Mihalcea
Fair Summarization: Bridging Quality and Diversity in Extractive Summaries
Sina Bagheri Nezhad, Sayan Bandyapadhyay, Ameeta Agrawal
Multi-Step Reasoning in Korean and the Emergent Mirage
Guijin Son, Hyunwoo Ko, Dasol Choi
Findings of the AmericasNLP 2025 Shared Tasks on Machine Translation, Creation of Educational Material, and Translation Metrics for Indigenous Languages of the Americas
Ona De Gibert, Robert Pugh, Ali Marashian et al.
Leveraging Large Language Models for Spanish-Indigenous Language Machine Translation at AmericasNLP 2025
Mahshar Yahan, Dr. Mohammad Islam
Harnessing NLP for Indigenous Language Education: Fine-Tuning Large Language Models for Sentence Transformation
Mahshar Yahan, Dr. Mohammad Islam
Leveraging Dictionaries and Grammar Rules for the Creation of Educational Materials for Indigenous Languages
Justin Vasselli, Haruki Sakajo, Arturo Martínez Peguero et al.