notesum.ai

Published at December 5

cs.CL

Released Date: December 5, 2024

Authors: Cristian-George Crăciun, Răzvan-Alexandru Smădu, Dumitru-Clementin Cercel¹, Mihaela-Claudia Cercel²

Aff.: ¹National University of Science and Technology POLITEHNICA Bucharest; ²Paris 1 Panthéon-Sorbonne University

Model	Civil	Penal	Proc Civil	Proc Penal	Administrative	Work	Family	International	Comercial	Average
QBERT	35.48	38.29	35.82	40.10	36.63	40.40	38.24	39.29	39.39	38.18
CrossQBERT	41.94	36.04	37.31	41.15	41.58	35.35	34.31	42.86	36.36	38.54
ColBERT	44.09	38.29	47.76	37.50	41.58	42.42	41.18	48.81	40.40	42.45
LLM	48.94	40.18	41.00	42.27	46.53	48.48	49.02	52.38	39.39	45.35
LLM RAG	51.06	43.75	38.81	42.78	57.43	56.57	63.73	52.38	57.58	51.57
LLM LFT	45.74	51.79	74.63	48.97	52.48	49.49	54.90	70.24	53.53	55.75
\hdashline GRAF(Ours)	49.46	52.70	78.46	51.05	59.18	57.29	68.69	67.12	56.84	60.09