CrossIn: An Efficient Instruction Tuning Approach for Cross-Lingual Knowledge Alignment
Geyu Lin, Bin Wang, Zhengyuan Liu and Nancy F. Chen
Cross-Lingual Document Recommendations with Transformer-Based Representations: Evaluating Multilingual Models and Mapping Techniques
Tsegaye Misikir Tashu, Eduard-Raul Kontos, Matthia Sabatelli and Matias Valdenegro-Toro
Evaluating Dialect Robustness of Language Models via Conversation Understanding
Dipankar Srirag, Nihar Ranjan Sahoo and Aditya Joshi
The First Multilingual Model For The Detection of Suicide Texts
Rodolfo Joel Zevallos, Annika Marie Schoene and John E. Ortega
VRCP: Vocabulary Replacement Continued Pretraining for Efficient Multilingual Language Models
Yuta Nozaki, Dai Nakashima, Ryo Sato and Naoki Asaba .
Counter Turing Test (CT^2): Investigating AI-Generated Text Detection for Hindi- Ranking LLMs based on Hindi AI Detectability Index (ADI_hi)
Ishan Kavathekar, Anku Rani, Ashmit Chamoli, Ponnurangam Kumaraguru, Amit Sheth and Amitava Das
Eliciting Better Multilingual Structured Reasoning from LLMs through Code
Bryan Li, Tamer Alkhouli, Daniele Bonadiman, Nikolaos Pappas and Saab Mansour
Layer Swapping for Zero-Shot Cross-Lingual Transfer in Large Language Models
Lucas Bandarkar, Benjamin Muller, Pritish Yuvraj, Rui Hou, Nayan Singhal, Hongjiang Lv and Bing Liu
MEXA: Multilingual Evaluation of English-Centric LLMs via Cross-Lingual Alignment
Amir Hossein Kargaran, Ali Modarressi, Nafiseh Nikeghbal, Jana Diesner, François Yvon and Hinrich Schütze
Socio-Culturally Aware Evaluation Framework for LLM-Based Content Moderation
Shanu Kumar, Gauri Kholkar, Saish Mendke, Anubhav Sadana, Parag Agrawal and Sandipan Dandapat
Uhura: A Benchmark for Evaluating Scientific Question Answering and Truthfulness in Low-Resource African Languages
Edward Bayes, Israel Abebe Azime, Jesujoba Oluwadara Alabi, Jonas Kgomo, Tyna Eloundou, Elizabeth Proehl, Kai Chen, Naome A. Etori, Shamsuddeen Hassan Muhammad, Choice Mpanza, Igneciah Pocia Thete, Dietrich Klakow and David Ifeoluwa Adelani