Impact of visual context on noisy multimodal NMT: an empirical study for English to Indian languages

B Gain, D Bandyopadhyay, S Mukherjee… - arXiv preprint arXiv …, 2023 - arxiv.org
The study investigates the effectiveness of utilizing multimodal information in Neural
Machine Translation (NMT). While prior research focused on using multimodal data in low …

Multimodal Machine Translation Approaches for Indian Languages: A Comprehensive Survey.

B Paul, D Rudrapal, K Chakma… - Journal of Universal …, 2024 - search.ebscohost.com
Multimodal machine translation (MMT) is a challenging task in the linguistically diverse
Indian landscape. Machine translation refers to the task of automatically converting content …

Exploring News Summarization and Enrichment in a Highly Resource-Scarce Indian Language: A Case Study of Mizo

A Bala, A Urlana, R Mishra, P Krishnamurthy - arXiv preprint arXiv …, 2024 - arxiv.org
Obtaining sufficient information in one's mother tongue is crucial for satisfying the
information needs of the users. While high-resource languages have abundant online …