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Anna Langedijk

2 accepted papers

2024

DecoderLens: Layerwise Interpretation of Encoder-Decoder Transformers

NAACL 2024findings

In recent years, several interpretability methods have been proposed to interpret the inner workings of Transformer models at different levels of precision and complexity.In this work, we propose a simple but effective technique to analyze encoder-decoder Transformers. Our method, which we name Deco…

2022

Meta-Learning for Fast Cross-Lingual Adaptation in Dependency Parsing

ACL 2022long

Meta-learning, or learning to learn, is a technique that can help to overcome resource scarcity in cross-lingual NLP problems, by enabling fast adaptation to new tasks. We apply model-agnostic meta-learning (MAML) to the task of cross-lingual dependency parsing. We train our model on a diverse set o…