4 papers
TRepLiNa: Layer-wise CKA+REPINA Alignment Improves Low-Resource Machine Translation in Aya-23 8B
Toshiki Nakai, Ravi Kiran Chikkala, Lena Sophie Oberkircher +4
The 2025 Multimodal Models for Low-Resource Contexts and Social Impact (MMLoSo) Language Challenge addresses one of India's most pressing linguistic gaps: the lack of resources for…
Automatic Fact-checking in English and Telugu
Ravi Kiran Chikkala, Tatiana Anikina, Natalia Skachkova +3
False information poses a significant global challenge, and manually verifying claims is a time-consuming and resource-intensive process. In this research paper, we experiment with…
When Scale Meets Diversity: Evaluating Language Models on Fine-Grained Multilingual Claim Verification
Hanna Shcharbakova, Tatiana Anikina, Natalia Skachkova +1
The rapid spread of multilingual misinformation requires robust automated fact verification systems capable of handling fine-grained veracity assessments across diverse languages.…
What Language(s) Does Aya-23 Think In? How Multilinguality Affects Internal Language Representations
Katharina Trinley, Toshiki Nakai, Tatiana Anikina +1
Large language models (LLMs) excel at multilingual tasks, yet their internal language processing remains poorly understood. We analyze how Aya-23-8B, a decoder-only LLM trained on…