3 papers
cs.CL2024
Contextual Spelling Correction with Language Model for Low-resource Setting
Nishant Luitel, Nirajan Bekoju, Anand Kumar Sah +1
The task of Spell Correction(SC) in low-resource languages presents a significant challenge due to the availability of only a limited corpus of data and no annotated spelling corre…
cs.CL2024
Can Perplexity Predict Fine-tuning Performance? An Investigation of Tokenization Effects on Sequential Language Models for Nepali
Nishant Luitel, Nirajan Bekoju, Anand Kumar Sah +1
The impact of subword tokenization on language model performance is well-documented for perplexity, with finer granularity consistently reducing this intrinsic metric. However, res…
cs.CV2023
Cross-modal Contrastive Learning with Asymmetric Co-attention Network for Video Moment Retrieval
Love Panta, Prashant Shrestha, Brabeem Sapkota +3
Video moment retrieval is a challenging task requiring fine-grained interactions between video and text modalities. Recent work in image-text pretraining has demonstrated that most…