Papers
A Federated Approach to Few-Shot Hate Speech Detection for Marginalized Communities
Haotian Ye, Axel Wisiorek, Antonis Maronikolakis et al.
Scaling, Simplification, and Adaptation: Lessons from Pretraining on Machine-Translated Text
Dan John Velasco, Matthew Theodore Roque
Mind the (Language) Gap: Towards Probing Numerical and Cross-Lingual Limits of LVLMs
Somraj Gautam, Abhirama Subramanyam Penamakuri, Abhishek Bhandari et al.
RoBiologyDataChoiceQA: A Romanian Dataset for improving Biology understanding of Large Language Models
Dragos-Dumitru Ghinea, Adela-Nicoleta Corbeanu, Marius-Adrian Dumitran
jina-embeddings-v4: Universal Embeddings for Multimodal Multilingual Retrieval
Michael Günther, Saba Sturua, Mohammad Kalim Akram et al.
Sub-1B Language Models for Low-Resource Languages: Training Strategies and Insights for Basque
Gorka Urbizu, Ander Corral, Xabier Saralegi et al.
What if I ask in alia lingua? Measuring Functional Similarity Across Languages
Debangan Mishra, Arihant Rastogi, Agyeya Singh Negi et al.
Relevant for the Right Reasons? Investigating Lexical Biases in Zero-Shot and Instruction-Tuned Rerankers
Yuchen Mao, Barbara Plank, Robert Litschko
Language Surgery in Multilingual Large Language Models
Joanito Agili Lopo, Muhammad Ravi Shulthan Habibi, Tack Hwa Wong et al.
Entropy2Vec: Crosslingual Language Modeling Entropy as End-to-End Learnable Language Representations
Patrick Amadeus Irawan, Ryandito Diandaru, Belati Jagad Bintang Syuhada et al.
Type and Complexity Signals in Multilingual Question Representations
Robin Kokot, Wessel Poelman
Exploring the Role of Transliteration in In-Context Learning for Low-resource Languages Written in Non-Latin Scripts
Chunlan Ma, Yihong Liu, Haotian Ye et al.
Zero-Shot Cross-Lingual Transfer using Prefix-Based Adaptation
Snegha A, Sayambhu Sen, Piyush Singh Pasi et al.
Culturally-Nuanced Story Generation for Reasoning in Low-Resource Languages: The Case of Javanese and Sundanese
Salsabila Zahirah Pranida, Rifo Ahmad Genadi, Fajri Koto
Conditions for Catastrophic Forgetting in Multilingual Translation
Danni Liu, Jan Niehues
When Scripts Diverge: Strengthening Low-Resource Neural Machine Translation Through Phonetic Cross-Lingual Transfer
Ammon Shurtz, Christian Richardson, Stephen D. Richardson
SOI Matters: Analyzing Multi-Setting Training Dynamics in Pretrained Language Models via Subsets of Interest
Shayan Vassef, Amirhossein Dabiriaghdam, Mohammadreza Bakhtiari et al.
Pragyaan: Designing and Curating High-Quality Cultural Post-Training Datasets for Indian Languages
Neel Prabhanjan Rachamalla, Aravind Konakalla, Gautam Rajeev et al.
Alif: Advancing Urdu Large Language Models via Multilingual Synthetic Data Distillation
Muhammad Ali Shafique, Kanwal Mehreen, Muhammad Arham et al.
Reversible Disentanglement of Meaning and Language Representations from Multilingual Sentence Encoders
Keita Fukushima, Tomoyuki Kajiwara, Takashi Ninomiya
TenseLoC: Tense Localization and Control in a Multilingual LLM
Ariun-Erdene Tumurchuluun, Yusser Al Ghussin, David Mareček et al.
CLIRudit: Cross-Lingual Information Retrieval of Scientific Documents
Francisco Valentini, Diego Kozlowski, Vincent Lariviere