The Unreasonable Effectiveness of the Baseline: Discussing SVMs in Legal Text Classification

15 September 2021

Papers citing "The Unreasonable Effectiveness of the Baseline: Discussing SVMs in Legal Text Classification"

6 / 6 papers shown

Title
A Small Claims Court for the NLP: Judging Legal Text Classification Strategies With Small Datasets Mariana Y. Noguti Edduardo Vellasques Luiz Eduardo Soares de Oliveira AILaw 30 1 0 09 Sep 2024
Large Language Models in the Workplace: A Case Study on Prompt Engineering for Job Type Classification Benjamin Clavié Alexandru Ciceu Frederick Naylor Guillaume Soulié Thomas Brightwell LLMAG 19 41 0 13 Mar 2023
Leveraging Task Dependency and Contrastive Learning for Case Outcome Classification on European Court of Human Rights Cases Santosh T.Y.S.S Santosh T.Y.S.S Phillip Kemper Matthias Grabmair AILaw 26 13 0 01 Feb 2023
On the Role of Negative Precedent in Legal Outcome Prediction Josef Valvoda Ryan Cotterell Simone Teufel ELM AILaw 15 29 0 17 Aug 2022
LexGLUE: A Benchmark Dataset for Legal Language Understanding in English Ilias Chalkidis Abhik Jana D. Hartung M. Bommarito Ion Androutsopoulos Daniel Martin Katz Nikolaos Aletras AILaw ELM 120 244 0 03 Oct 2021
Neural Legal Judgment Prediction in English Ilias Chalkidis Ion Androutsopoulos Nikolaos Aletras AILaw ELM 98 279 0 05 Jun 2019