Can BERT Dig It? -- Named Entity Recognition for Information Retrieval in the Archaeology Domain

no code implementations • 14 Jun 2021 • Alex Brandsen, Suzan Verberne, Karsten Lambers, Milco Wansleeben

We also investigate ensemble methods for combining multiple BERT models, and combining the best BERT model with a domain thesaurus using Conditional Random Fields (CRF).

Information Retrieval named-entity-recognition +4

Usability Evaluation for Online Professional Search in the Dutch Archaeology Domain

no code implementations • 7 Mar 2021 • Alex Brandsen, Suzan Verberne, Karsten Lambers, Milco Wansleeben

We conducted a user study for the evaluation of AGNES's search interface, with a small but diverse user group.

Information Retrieval Retrieval

Creating a Dataset for Named Entity Recognition in the Archaeology Domain

no code implementations • LREC 2020 • Br, Alex sen, Suzan Verberne, Milco Wansleeben, Karsten Lambers

In this paper, we present the development of a training dataset for Dutch Named Entity Recognition (NER) in the archaeology domain.

BIG-bench Machine Learning named-entity-recognition +2