The merits of Universal Language Model Fine-tuning for Small Datasets -- a case with Dutch book reviews

2 October 2019

Papers citing "The merits of Universal Language Model Fine-tuning for Small Datasets -- a case with Dutch book reviews"

16 / 16 papers shown

Title
Translating the Grievance Dictionary: a psychometric evaluation of Dutch, German, and Italian versions Isabelle van der Vegt Bennett Kleinberg Marilù Miotto Jonas Festor AILaw 36 0 0 12 May 2025
Tik-to-Tok: Translating Language Models One Token at a Time: An Embedding Initialization Strategy for Efficient Language Adaptation François Remy Pieter Delobelle Bettina Berendt Kris Demuynck Thomas Demeester 42 3 0 05 Oct 2023
DUMB: A Benchmark for Smart Evaluation of Dutch Models Wietse de Vries Martijn B. Wieling Malvina Nissim ELM ALM MoE 41 6 0 22 May 2023
Connecting Humanities and Social Sciences: Applying Language and Speech Technology to Online Panel Surveys H. V. D. Heuvel M. Bentum Simone Wills J. Koops 6 0 0 21 Feb 2023
RobBERT-2022: Updating a Dutch Language Model to Account for Evolving Language Use Pieter Delobelle Thomas Winters Bettina Berendt 35 6 0 15 Nov 2022
FairDistillation: Mitigating Stereotyping in Language Models Pieter Delobelle Bettina Berendt 31 8 0 10 Jul 2022
Machine Learning for Violence Risk Assessment Using Dutch Clinical Notes P. Mosteiro Emil Rijcken Kalliopi Zervanou U. Kaymak Floortje E. Scheepers Marco Spruit 40 13 0 28 Apr 2022
RobBERTje: a Distilled Dutch BERT Model Pieter Delobelle Thomas Winters Bettina Berendt 35 14 0 28 Apr 2022
Discontinuous Constituency and BERT: A Case Study of Dutch Konstantinos Kogkalidis G. Wijnholds 34 6 0 02 Mar 2022
belabBERT: a Dutch RoBERTa-based language model applied to psychiatric classification J. Wouts J. D. Boer A. Voppel S. Brederoo S. V. Splunter I. Sommer 24 4 0 02 Jun 2021
Improving BERT Pretraining with Syntactic Supervision Georgios Tziafas Konstantinos Kogkalidis G. Wijnholds M. Moortgat 51 3 0 21 Apr 2021
SICKNL: A Dataset for Dutch Natural Language Inference G. Wijnholds M. Moortgat 27 25 0 14 Jan 2021
Evaluating Bias In Dutch Word Embeddings Rodrigo Alejandro Chávez Mulsa Gerasimos Spanakis 18 20 0 31 Oct 2020
RobBERT: a Dutch RoBERTa-based Language Model Pieter Delobelle Thomas Winters Bettina Berendt 18 235 0 17 Jan 2020
BERTje: A Dutch BERT Model Wietse de Vries Andreas van Cranenburgh Arianna Bisazza Tommaso Caselli Gertjan van Noord Malvina Nissim VLM SSeg 34 291 0 19 Dec 2019
A disciplined approach to neural network hyper-parameters: Part 1 -- learning rate, batch size, momentum, and weight decay L. Smith 210 1,020 0 26 Mar 2018