5 papers · 1 filter
A Reasoning-Focused Legal Retrieval Benchmark
Lucia Zheng, Neel Guha, Javokhir Arifov +5
As the legal community increasingly examines the use of large language models (LLMs) for various legal applications, legal AI developers have turned to retrieval-augmented LLMs ("R…
AI for Scaling Legal Reform: Mapping and Redacting Racial Covenants in Santa Clara County
Faiz Surani, Mirac Suzgun, Vyoma Raman +3
Legal reform can be challenging in light of the volume, complexity, and interdependence of laws, codes, and records. One salient example of this challenge is the effort to restrict…
LawInstruct: A Resource for Studying Language Model Adaptation to the Legal Domain
Joel Niklaus, Lucia Zheng, Arya D. McCarthy +7
Instruction tuning is an important step in making language models useful for direct user interaction. However, the legal domain is underrepresented in typical instruction datasets…
Statistical Uncertainty in Word Embeddings: GloVe-V
Andrea Vallebueno, Cassandra Handan-Nader, Christopher D. Manning +1
Static word embeddings are ubiquitous in computational social science applications and contribute to practical decision-making in a variety of fields including law and healthcare.…
Hallucination-Free? Assessing the Reliability of Leading AI Legal Research Tools
Varun Magesh, Faiz Surani, Matthew Dahl +3
Legal practice has witnessed a sharp rise in products incorporating artificial intelligence (AI). Such tools are designed to assist with a wide range of core legal tasks, from sear…