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cs.CL2026
From TF-IDF to Transformers: A Comparative and Ensemble Approach to Sentiment Classification
Dip Biswas Shanto, Mitali Yadav, Prajwal Panth +1
Sentiment analysis, also referred to as opinion mining, primarily tries to extract opinion from any text-based data. In the context of movie reviews and critics, sentimental analys…
cs.CL2026
TharuChat: Bootstrapping Large Language Models for a Low-Resource Language via Synthetic Data and Human Validation
Prajwal Panth, Agniva Maiti
The rapid proliferation of Large Language Models (LLMs) has created a profound digital divide, effectively excluding indigenous languages of the Global South from the AI revolution…
cs.CL2025
Semantic Reconstruction of Adversarial Plagiarism: A Context-Aware Framework for Detecting and Restoring "Tortured Phrases" in Scientific Literature
Agniva Maiti, Prajwal Panth, Suresh Chandra Satapathy
The integrity and reliability of scientific literature is facing a serious threat by adversarial text generation techniques, specifically from the use of automated paraphrasing too…