Search Results for author: Gerold Schneider

Found 14 papers, 3 papers with code

Can Chat GPT solve a Linguistics Exam?

no code implementations4 Nov 2023 Patricia Ronan, Gerold Schneider

It proved surprisingly successful in the task of broad phonetic transcription, but performed less well in the analysis of morphemes and phrases.

Language Modelling

Turkish Native Language Identification

no code implementations27 Jul 2023 Ahmet Yavuz Uluslu, Gerold Schneider

In this paper, we present the first application of Native Language Identification (NLI) for the Turkish language.

Native Language Identification

Exploring Hybrid Linguistic Features for Turkish Text Readability

no code implementations6 Jun 2023 Ahmet Yavuz Uluslu, Gerold Schneider

This paper presents the first comprehensive study on automatic readability assessment of Turkish texts.

Evaluating the Effectiveness of Natural Language Inference for Hate Speech Detection in Languages with Limited Labeled Data

1 code implementation6 Jun 2023 Janis Goldzycher, Moritz Preisig, Chantal Amrhein, Gerold Schneider

In this paper, we test whether natural language inference (NLI) models which perform well in zero- and few-shot settings can benefit hate speech detection performance in scenarios where only a limited amount of labeled data is available in the target language.

Hate Speech Detection Natural Language Inference +1

Scaling Native Language Identification with Transformer Adapters

no code implementations18 Nov 2022 Ahmet Yavuz Uluslu, Gerold Schneider

Native language identification (NLI) is the task of automatically identifying the native language (L1) of an individual based on their language production in a learned language.

Marketing Multi-Label Classification +1

Hypothesis Engineering for Zero-Shot Hate Speech Detection

1 code implementation TRAC (COLING) 2022 Janis Goldzycher, Gerold Schneider

We find that the zero-shot baseline used for the initial error analysis already outperforms commercial systems and fine-tuned BERT-based hate speech detection models on HateCheck.

Hate Speech Detection Natural Language Inference +2

Using Multilingual Resources to Evaluate CEFRLex for Learner Applications

no code implementations LREC 2020 Johannes Gra{\"e}n, David Alfter, Gerold Schneider

The Common European Framework of Reference for Languages (CEFR) defines six levels of learner proficiency, and links them to particular communicative abilities.

Dependency parsing for interaction detection in pharmacogenomics

no code implementations LREC 2012 Gerold Schneider, Fabio Rinaldi, Simon Clematide

We give an overview of our approach to the extraction of interactions between pharmacogenomic entities like drugs, genes and diseases and suggest classes of interaction types driven by data from PharmGKB and partly following the top level ontology WordNet and biomedical types from BioNLP.

Dependency Parsing

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