24 citations · 76 across the 34 of their papers we have counts for
4 papers · 1 filter
A Tree-of-Thoughts Inspired Hybrid Approach for Legal Case Judgement Summarization using LLMs
Aniket Deroy, Kripabandhu Ghosh, Saptarshi Ghosh
In recent times, Large Language Models (LLMs) are increasingly being used for legal case judgement summarization. Most prior works have tried traditional extractive and abstractive…
InsightFlow: LLM-Driven Synthesis of Patient Narratives for Mental Health into Causal Models
Shreya Gupta, Prottay Kumar Adhikary, Bhavyaa Dave +3
Clinical case formulation organizes patient symptoms and psychosocial factors into causal models, often using the 5P framework. However, constructing such graphs from therapy trans…
Synthesizing the Virtual Advocate: A Multi-Persona Speech Generation Framework for Diverse Linguistic Jurisdictions in Indic Languages
Aniket Deroy
Legal advocacy requires a unique combination of authoritative tone, rhythmic pausing for emphasis, and emotional intelligence. This study investigates the performance of the Gemini…
ADVOSYNTH: A Synthetic Multi-Advocate Dataset for Speaker Identification in Courtroom Scenarios
Aniket Deroy
As large-scale speech-to-speech models achieve high fidelity, the distinction between synthetic voices in structured environments becomes a vital area of study. This paper introduc…