3 papers
cs.LG2026
Multilingual-To-Multimodal (M2M): Unlocking New Languages with Monolingual Text
Piyush Singh Pasi
Multimodal models excel in English, supported by abundant image-text and audio-text data, but performance drops sharply for other languages due to limited multilingual multimodal r…
cs.CL2025
Zero-Shot Cross-Lingual Transfer using Prefix-Based Adaptation
Snegha A, Sayambhu Sen, Piyush Singh Pasi +2
With the release of new large language models (LLMs) like Llama and Mistral, zero-shot cross-lingual transfer has become increasingly feasible due to their multilingual pretraining…
cs.CL2023
Temporally Aligning Long Audio Interviews with Questions: A Case Study in Multimodal Data Integration
Piyush Singh Pasi, Karthikeya Battepati, Preethi Jyothi +3
The problem of audio-to-text alignment has seen significant amount of research using complete supervision during training. However, this is typically not in the context of long aud…