Search Results for author: Noëmi Aepli

Found 6 papers, 4 papers with code

Modular Adaptation of Multilingual Encoders to Written Swiss German Dialect

1 code implementation25 Jan 2024 Jannis Vamvas, Noëmi Aepli, Rico Sennrich

Creating neural text encoders for written Swiss German is challenging due to a dearth of training data combined with dialectal variation.

A Benchmark for Evaluating Machine Translation Metrics on Dialects Without Standard Orthography

1 code implementation28 Nov 2023 Noëmi Aepli, Chantal Amrhein, Florian Schottmann, Rico Sennrich

For sensible progress in natural language processing, it is important that we are aware of the limitations of the evaluation metrics we use.

Machine Translation Text Generation

Improving Zero-shot Cross-lingual Transfer between Closely Related Languages by injecting Character-level Noise

no code implementations Findings (ACL) 2022 Noëmi Aepli, Rico Sennrich

Cross-lingual transfer between a high-resource language and its dialects or closely related language varieties should be facilitated by their similarity.

POS POS Tagging +1

On Biasing Transformer Attention Towards Monotonicity

1 code implementation NAACL 2021 Annette Rios, Chantal Amrhein, Noëmi Aepli, Rico Sennrich

Many sequence-to-sequence tasks in natural language processing are roughly monotonic in the alignment between source and target sequence, and previous work has facilitated or enforced learning of monotonic attention behavior via specialized attention functions or pretraining.

Morphological Inflection Transliteration

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