2 papers
cs.CL2025
Broken Words, Broken Performance: Effect of Tokenization on Performance of LLMs
Sachin Pawar, Manoj Apte, Kshitij Jadhav +2
Tokenization is the first step in training any Large Language Model (LLM), where the text is split into a sequence of tokens as per the model's fixed vocabulary. This tokenization…
cs.CL2025
Explainable Statute Prediction via Attention-based Model and LLM Prompting
Sachin Pawar, Girish Keshav Palshikar, Anindita Sinha Banerjee +2
In this paper, we explore the problem of automatic statute prediction where for a given case description, a subset of relevant statutes are to be predicted. Here, the term "statute…