4 papers
HalluDetect: Detecting, Mitigating, and Benchmarking Hallucinations in Conversational Systems in the Legal Domain
Spandan Anaokar, Shrey Ganatra, Harshvivek Kashid +6
Large Language Models (LLMs) are widely used in industry but remain prone to hallucinations, limiting their reliability in critical applications. This work addresses hallucination…
Timing Matters: Enhancing User Experience through Temporal Prediction in Smart Homes
Shrey Ganatra, Spandan Anaokar, Pushpak Bhattacharyya
The proliferation of IoT devices generates vast interaction data, offering insights into user behaviour. While prior work predicts what actions users perform, the timing of these a…
Nyay-Darpan: Enhancing Decision Making Through Summarization and Case Retrieval for Consumer Law in India
Swapnil Bhattacharyya, Harshvivek Kashid, Shrey Ganatra +6
AI-based judicial assistance and case prediction have been extensively studied in criminal and civil domains, but remain largely unexplored in consumer law, especially in India. In…
Consumer Grievance Redressal through Large Language Models
Shrey Ganatra, Swapnil Bhattacharyya, Harshvivek Kashid +6
Access to consumer grievance redressal in India is often hindered by procedural complexity, legal jargon, and jurisdictional challenges. To address this, we present $\textbf{Grahak…