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

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

15 September 2021

Benjamin Clavié

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

10 / 10 papers shown

Title
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 221 262 0 03 Oct 2021
MultiEURLEX -- A multi-lingual and multi-label legal document classification dataset for zero-shot cross-lingual transfer Ilias Chalkidis Manos Fergadiotis Ion Androutsopoulos AILaw 71 111 0 02 Sep 2021
Paragraph-level Rationale Extraction through Regularization: A case study on European Court of Human Rights Cases Ilias Chalkidis Manos Fergadiotis D. Tsarapatsanis Nikolaos Aletras Ion Androutsopoulos Prodromos Malakasiotis AILaw 48 109 0 24 Mar 2021
LEGAL-BERT: The Muppets straight out of Law School Ilias Chalkidis Manos Fergadiotis Prodromos Malakasiotis Nikolaos Aletras Ion Androutsopoulos AILaw 49 259 0 06 Oct 2020
Metrics for Multi-Class Classification: an Overview Margherita Grandini Enrico Bagli Giorgio Visani VLM 35 921 0 13 Aug 2020
Neural Legal Judgment Prediction in English Ilias Chalkidis Ion Androutsopoulos Nikolaos Aletras AILaw ELM 172 338 0 05 Jun 2019
How to Fine-Tune BERT for Text Classification? Chi Sun Xipeng Qiu Yige Xu Xuanjing Huang 87 1,521 0 14 May 2019
BioBERT: a pre-trained biomedical language representation model for biomedical text mining Jinhyuk Lee Wonjin Yoon Sungdong Kim Donghyeon Kim Sunkyu Kim Chan Ho So Jaewoo Kang OOD 156 5,648 0 25 Jan 2019
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.7K 94,770 0 11 Oct 2018
CLAUDETTE: an Automated Detector of Potentially Unfair Clauses in Online Terms of Service Marco Lippi Przemyslaw Palka Giuseppe Contissa F. Lagioia H. Micklitz Giovanni Sartor Paolo Torroni FaML AILaw 51 165 0 03 May 2018