Verna Dankers
17 papers · 2019–2025 · 6 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
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neural machine translation
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natural language processing
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text classification
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metaphor identification
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multi-task learning
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metaphor detection
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Papers
Memorization Inheritance in Sequence-Level Knowledge Distillation for Neural Machine Translation
ACL 2025
Generalisation First, Memorisation Second? Memorisation Localisation for Natural Language Classification Tasks
ACL 2024
Latent Feature-based Data Splits to Improve Generalisation Evaluation: A Hate Speech Detection Case Study
EMNLP 2023
Memorisation Cartography: Mapping out the Memorisation-Generalisation Continuum in Neural Machine Translation
EMNLP 2023
Non-Compositionality in Sentiment: New Data and Analyses
EMNLP 2023
Paper Bullets: Modeling Propaganda with the Help of Metaphor
EACL 2023
Can Transformer be Too Compositional? Analysing Idiom Processing in Neural Machine Translation
ACL 2022
Meta-Learning for Fast Cross-Lingual Adaptation in Dependency Parsing
ACL 2022
Recursive Neural Networks with Bottlenecks Diagnose (Non-)Compositionality
EMNLP 2022
Text Characterization Toolkit (TCT)
AACL 2022
The Paradox of the Compositionality of Natural Language: A Neural Machine Translation Case Study
ACL 2022
Generalising to German Plural Noun Classes, from the Perspective of a Recurrent Neural Network
CoNLL 2021
Being neighbourly: Neural metaphor identification in discourse
ACL 2020
Compositionality Decomposed: How do Neural Networks Generalise? (Extended Abstract)
IJCAI 2020
The Pragmatics behind Politics: Modelling Metaphor, Framing and Emotion in Political Discourse
EMNLP 2020
Modelling the interplay of metaphor and emotion through multitask learning
EMNLP 2019
Transcoding Compositionally: Using Attention to Find More Generalizable Solutions
ACL 2019