3 papers
cs.AI2026
Human Agreement and Return Association Are Not Interchangeable Criteria
AS Aravinthkakshan, AS Aravinthakshan, Laven Srivastava +1
Financial NLP has a standard workflow: validate a sentiment tool against human labels, then trust it to extract market signal. This assumes the two evaluations measure the same thi…
cs.CL2026
ReLeVAnT: Relevance Lexical Vectors for Accurate Legal Text Classification
Ishaan Gakhar, Harsh Nandwani
The classification of legal documents from an unstructured data corpus has several crucial applications in downstream tasks. Documents relevant to court filings are key in use case…
cs.CL2025
Trained Miniatures: Low cost, High Efficacy SLMs for Sales & Marketing
Ishaan Bhola, Mukunda NS, Sravanth Kurmala +2
Large language models (LLMs) excel in text generation; however, these creative elements require heavy computation and are accompanied by a steep cost. Especially for targeted appli…