insight - Legal Technology
DELTA: Pre-train a Discriminative Encoder for Legal Case Retrieval via Structural Word Alignment
Introducing DELTA, a discriminative model for legal case retrieval, focusing on key facts for improved relevance determination.
Predicting Legal Case Outcomes with PILOT Framework
Machine learning framework PILOT improves legal case outcome predictions by addressing unique challenges in case law systems.
Human Centered AI for Indian Legal Text Analytics: Enhancing Legal Research with Human Expertise and Large Language Models
Integrating human expertise with Large Language Models (LLMs) can enhance legal text analytics, improving justice delivery and legal research.
Understanding the Limitations of Large Language Models in Legal Practice
Large language models lack true understanding and knowledge, posing risks in legal practice.