Search Results for author: Arne Binder

Found 3 papers, 2 papers with code

Full-Text Argumentation Mining on Scientific Publications

1 code implementation24 Oct 2022 Arne Binder, Bhuvanesh Verma, Leonhard Hennig

In this work, we introduce a sequential pipeline model combining ADUR and ARE for full-text SAM, and provide a first analysis of the performance of pretrained language models (PLMs) on both subtasks.

Relation Extraction

A Comparative Study of Pre-trained Encoders for Low-Resource Named Entity Recognition

1 code implementation RepL4NLP (ACL) 2022 Yuxuan Chen, Jonas Mikkelsen, Arne Binder, Christoph Alt, Leonhard Hennig

Pre-trained language models (PLM) are effective components of few-shot named entity recognition (NER) approaches when augmented with continued pre-training on task-specific out-of-domain data or fine-tuning on in-domain data.

Contrastive Learning Low Resource Named Entity Recognition +4

An Empirical Comparison of Question Classification Methods for Question Answering Systems

no code implementations LREC 2020 Eduardo Cortes, Vinicius Woloszyn, Arne Binder, Tilo Himmelsbach, Dante Barone, Sebastian M{\"o}ller

This work makes an extensible review of the most recent methods for Question Classification, taking into consideration their applicability in low-resourced languages.

Classification General Classification +1

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