4 papers · 1 filter
LEVOS: Leveraging Vocabulary Overlap with Sanskrit to Generate Technical Lexicons in Indian Languages
Karthika N J, Krishnakant Bhatt, Ganesh Ramakrishnan +1
Translating technical terms into lexically similar, low-resource Indian languages remains a challenge due to limited parallel data and the complexity of linguistic structures. We p…
LexGen: Domain-aware Multilingual Lexicon Generation
Ayush Maheshwari, Atul Kumar Singh, Karthika NJ +3
Lexicon or dictionary generation across domains has the potential for societal impact, as it can potentially enhance information accessibility for a diverse user base while preserv…
ARISE: Iterative Rule Induction and Synthetic Data Generation for Text Classification
Yashwanth M., Vaibhav Singh, Ayush Maheshwari +2
We propose ARISE, a framework that iteratively induces rules and generates synthetic data for text classification. We combine synthetic data generation and automatic rule induction…
A Three-Pronged Approach to Cross-Lingual Adaptation with Multilingual LLMs
Vaibhav Singh, Amrith Krishna, Karthika NJ +1
Low-resource languages, by its very definition, tend to be under represented in the pre-training corpora of Large Language Models. In this work, we investigate three low-resource c…