Divyanshu Aggarwal

Evaluating Inter-Bilingual Semantic Parsing for Indian Languages

2023 · arXiv (Cornell University)

Despite significant progress in Natural Language Generation for Indian languages (IndicNLP), there is a lack of datasets around complex structured tasks such as semantic parsing. One reason for this imminent gap is the complexity of …

MAPLE: Multilingual Evaluation of Parameter Efficient Finetuning of Large Language Models

2024

Parameter Efficient Finetuning (PEFT) has emerged as a viable solution for improving the performance of Large Language Models (LLMs) without requiring massive resources and compute.Prior work on multilingual evaluation has shown that there is a …