151 citations · 163 across the 3 of their papers we have counts for
3 papers
Fine-tuning Strategies for Domain Specific Question Answering under Low Annotation Budget Constraints
Kunpeng Guo, Dennis Diefenbach, Antoine Gourru +1
The progress introduced by pre-trained language models and their fine-tuning has resulted in significant improvements in most downstream NLP tasks. The unsupervised training of a l…
Wikidata as a seed for Web Extraction
Kunpeng Guo, Dennis Diefenbach, Antoine Gourru +1
Wikidata has grown to a knowledge graph with an impressive size. To date, it contains more than 17 billion triples collecting information about people, places, films, stars, public…
An investigation of structures responsible for gender bias in BERT and DistilBERT
Thibaud Leteno, Antoine Gourru, Charlotte Laclau +1
In recent years, large Transformer-based Pre-trained Language Models (PLM) have changed the Natural Language Processing (NLP) landscape, by pushing the performance boundaries of th…