A Small Claims Court for the NLP: Judging Legal Text Classification
Strategies With Small Datasets

A Small Claims Court for the NLP: Judging Legal Text Classification Strategies With Small Datasets

9 September 2024

Mariana Y. Noguti

Edduardo Vellasques

Luiz Eduardo Soares de Oliveira

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Papers citing "A Small Claims Court for the NLP: Judging Legal Text Classification Strategies With Small Datasets"

14 / 14 papers shown

Title
The Unreasonable Effectiveness of the Baseline: Discussing SVMs in Legal Text Classification Benjamin Clavié Marc Alphonsus ELM AILaw 55 10 0 15 Sep 2021
LegaLMFiT: Efficient Short Legal Text Classification with LSTM Language Model Pre-Training Benjamin Clavié Akshita Gheewala Paul Briton Marc Alphonsus Rym Labiyaad Francesco Piccoli VLM AILaw 58 4 0 02 Sep 2021
Legal Document Classification: An Application to Law Area Prediction of Petitions to Public Prosecution Service Mariana Y. Noguti Eduardo Vellasques Luiz Eduardo Soares de Oliveira AILaw AI4TS 82 24 0 13 Oct 2020
BERT Goes to Law School: Quantifying the Competitive Advantage of Access to Large Legal Corpora in Contract Understanding Emad Elwany David A. Moore Gaurav Oberoi AILaw ELM 58 34 0 01 Nov 2019
Portuguese Named Entity Recognition using BERT-CRF Fábio Souza Rodrigo Nogueira R. Lotufo 68 256 0 23 Sep 2019
Unsupervised Data Augmentation for Consistency Training Qizhe Xie Zihang Dai Eduard H. Hovy Minh-Thang Luong Quoc V. Le 137 2,321 0 29 Apr 2019
Legal Area Classification: A Comparative Study of Text Classifiers on Singapore Supreme Court Judgments Jerrold Soh Tsin Howe Lim How Khang Ian Chai AILaw ELM 52 54 0 13 Apr 2019
SciBERT: A Pretrained Language Model for Scientific Text Iz Beltagy Kyle Lo Arman Cohan 168 2,985 0 26 Mar 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 180 5,672 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 1.8K 95,175 0 11 Oct 2018
Exploring the Use of Text Classification in the Legal Domain Octavia Maria Sulea Marcos Zampieri S. Malmasi M. Vela Liviu P. Dinu Josef van Genabith AILaw 54 161 0 25 Oct 2017
Portuguese Word Embeddings: Evaluating on Word Analogies and Natural Language Tasks N. Hartmann Erick Rocha Fonseca C. Shulby Marcos Vinícius Treviso Jéssica S. Rodrigues S. Aluísio 37 200 0 20 Aug 2017
Google's Neural Machine Translation System: Bridging the Gap between Human and Machine Translation Yonghui Wu M. Schuster Zhiwen Chen Quoc V. Le Mohammad Norouzi ... Alex Rudnick Oriol Vinyals G. Corrado Macduff Hughes J. Dean AIMat 911 6,796 0 26 Sep 2016
Efficient Estimation of Word Representations in Vector Space Tomas Mikolov Kai Chen G. Corrado J. Dean 3DV 684 31,544 0 16 Jan 2013