Papers
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
On the Consistency of Multilingual Context Utilization in Retrieval-Augmented Generation
Jirui Qi, Raquel Fernández, Arianna Bisazza
How Can We Relate Language Modeling to Morphology?
Wessel Poelman, Thomas Bauwens, Miryam de Lhoneux
Improving Language Transfer Capability of Decoder-only Architecture in Multilingual Neural Machine Translation
Zhi Qu, Yiran Wang, Chenchen Ding et al.
Quality-Aware Translation Tagging in Multilingual RAG system
Hoyeon Moon, Byeolhee Kim, Nikhil Verma
Reassessing Speech Translation for Low-Resource Languages: Do LLMs Redefine the State-of-the-Art Against Cascaded Models?
Jonah Dauvet, Min Ma, Jessica Ojo et al.
The Unreasonable Effectiveness of Model Merging for Cross-Lingual Transfer in LLMs
Lucas Bandarkar, Nanyun Peng
Meta-Pretraining for Zero-Shot Cross-Lingual Named Entity Recognition in Low-Resource Philippine Languages
David Demitri Africa, Suchir Salhan, Yuval Weiss et al.
Unlocking LLM Safeguards for Low-Resource Languages via Reasoning and Alignment with Minimal Training Data
Zhuowei Chen, Bowei Zhang, Nankai Lin et al.
Understand, Solve and Translate: Bridging the Multilingual Mathematical Reasoning Gap
Hyunwoo Ko, Guijin Son, Dasol Choi
CoCo-CoLa: Evaluating and Improving Language Adherence in Multilingual LLMs
Elnaz Rahmati, Alireza Salkhordeh Ziabari, Morteza Dehghani
Cross-lingual Transfer Dynamics in BLOOMZ: Insights into Multilingual Generalization
Sabyasachi Samantaray, Preethi Jyothi
Universal Patterns of Grammatical Gender in Multilingual Large Language Models
Andrea Schröter, Ali Basirat