24 citations · 64 across the 10 of their papers we have counts for
4 papers · 1 filter
Efficient course recommendations with T5-based ranking and summarization
Thijmen Bijl, Niels van Weeren, Suzan Verberne
In this paper, we implement and evaluate a two-stage retrieval pipeline for a course recommender system that ranks courses for skill-occupation pairs. The in-production recommender…
Helping results assessment by adding explainable elements to the deep relevance matching model
Ioannis Chios, Suzan Verberne
In this paper we address the explainability of web search engines. We propose two explainable elements on the search engine result page: a visualization of query term weights and a…
Improving reference mining in patents with BERT
Ken Voskuil, Suzan Verberne
In this paper we address the challenge of extracting scientific references from patents. We approach the problem as a sequence labelling task and investigate the merits of BERT mod…
The merits of Universal Language Model Fine-tuning for Small Datasets -- a case with Dutch book reviews
Benjamin van der Burgh, Suzan Verberne
We evaluated the effectiveness of using language models, that were pre-trained in one domain, as the basis for a classification model in another domain: Dutch book reviews. Pre-tra…