Sumit Aryal Portfolio Updates https://aryalsumit.com.np/ Updates on projects, publications and activities by ML Engineer & AI Researcher Sumit Aryal. en-us Thu, 26 Mar 2026 16:43:11 GMT generate-feed.mjs https://www.rssboard.org/rss-specification 360 Copyright 2026 Sumit Aryal officialsumitaryal(at)gmail(dot)com (Sumit Aryal) officialsumitaryal(at)gmail(dot)com (Sumit Aryal) Nepali GEC Page Expanded: 8.13M Corpus, Models, BibTeX https://aryalsumit.com.np/#site-update-nepali-gec-expansion https://aryalsumit.com.np/#site-update-nepali-gec-expansion Tue, 19 Aug 2025 00:00:00 +0000 2025-08-19T00:00:00.000Z NLP GEC Major update: added full 8.13M corpus stats, Hugging Face models/datasets, structured data & citation formats for Nepali GEC. The Nepali GEC page now includes: 8.13M pair corpus distribution tables, training hyperparameters, MuRIL (91.15% accuracy) & NepBERTa metrics, Hugging Face model + dataset links, enriched JSON-LD (Article, Datasets, SoftwareSourceCode) and BibTeX entries (DOI + site citation).

]]> BERT-Based Nepali Grammatical Error Detection and Correction https://aryalsumit.com.np/#pub-nepali-gec https://aryalsumit.com.np/#pub-nepali-gec Mon, 07 Dec 2024 00:00:00 +0000 2024-12-07T00:00:00.000Z NLP GEC Research Conference paper presented at IEEE INSPECT-2024 detailing a new corpus and BERT-based grammar correction system for Nepali. Presented at IEEE INSPECT-2024. Introduces a new Nepali GEC corpus and a BERT-based correction pipeline.

]]> Nepali Grammar Correction Thesis https://aryalsumit.com.np/#pub-nepali-thesis https://aryalsumit.com.np/#pub-nepali-thesis Mon, 18 Apr 2024 00:00:00 +0000 2024-04-18T00:00:00.000Z Thesis NLP Nepali Final Year Project Undergraduate thesis project on grammatical error detection and correction for Nepali language. Thesis work focusing on low-resource Nepali grammatical error detection & correction.

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