Verna Dankers

33 papers A* 2B 2Journal 16Unranked 13
YearRankTypeTitle / Venue / Authors
2025 — conf
Memorization Inheritance in Sequence-Level Knowledge Distillation for Neural Machine Translation.
ACL (2)
Verna Dankers, Vikas Raunak
2025 J jnl
Memorization Inheritance in Sequence-Level Knowledge Distillation for Neural Machine Translation.
CoRR
Verna Dankers, Vikas Raunak
2024 J jnl
Evaluating Subword Tokenization: Alien Subword Composition and OOV Generalization Challenge.
CoRR
Khuyagbaatar Batsuren, Ekaterina Vylomova, Verna Dankers, Tsetsuukhei Delgerbaatar, Omri Uzan, Yuval Pinter, Gábor Bella
2024 — conf
Generalisation First, Memorisation Second? Memorisation Localisation for Natural Language Classification Tasks.
ACL (Findings)
Verna Dankers, Ivan Titov
2024 J jnl
Generalisation First, Memorisation Second? Memorisation Localisation for Natural Language Classification Tasks.
CoRR
Verna Dankers, Ivan Titov
2023 J jnl
A taxonomy and review of generalization research in NLP.
Nat. Mac. Intell.
Dieuwke Hupkes, Mario Giulianelli, Verna Dankers, Mikel Artetxe, Yanai Elazar, Tiago Pimentel, Christos E. Christodoulopoulos, Karim Lasri, Naomi Saphra, Arabella Sinclair, Dennis Ulmer, Florian Schottmann, Khuyagbaatar Batsuren, Kaiser Sun, Koustuv Sinha, Leila Khalatbari, Maria Ryskina, Rita Frieske, Ryan Cotterell, Zhijing Jin
2023 J jnl
Latent Feature-based Data Splits to Improve Generalisation Evaluation: A Hate Speech Detection Case Study.
CoRR
Maike Züfle, Verna Dankers, Ivan Titov
2023 A* conf
Memorisation Cartography: Mapping out the Memorisation-Generalisation Continuum in Neural Machine Translation.
EMNLP
Verna Dankers, Ivan Titov, Dieuwke Hupkes
2023 J jnl
Memorisation Cartography: Mapping out the Memorisation-Generalisation Continuum in Neural Machine Translation.
CoRR
Verna Dankers, Ivan Titov, Dieuwke Hupkes
2023 — conf
Non-Compositionality in Sentiment: New Data and Analyses.
EMNLP (Findings)
Verna Dankers, Christopher Lucas
2023 J jnl
Non-Compositionality in Sentiment: New Data and Analyses.
CoRR
Verna Dankers, Christopher G. Lucas
2023 — conf
Paper Bullets: Modeling Propaganda with the Help of Metaphor.
EACL (Findings)
Daniel Baleato Rodríguez, Verna Dankers, Preslav Nakov, Ekaterina Shutova
2023 J jnl
Recursive Neural Networks with Bottlenecks Diagnose (Non-)Compositionality.
CoRR
Verna Dankers, Ivan Titov
2022 — conf
Can Transformer be Too Compositional? Analysing Idiom Processing in Neural Machine Translation.
ACL (1)
Verna Dankers, Christopher G. Lucas, Ivan Titov
2022 J jnl
Can Transformer be Too Compositional? Analysing Idiom Processing in Neural Machine Translation.
CoRR
Verna Dankers, Christopher G. Lucas, Ivan Titov
2022 — conf
Meta-Learning for Fast Cross-Lingual Adaptation in Dependency Parsing.
ACL (1)
Anna Langedijk, Verna Dankers, Phillip Lippe, Sander Bos, Bryan Cardenas Guevara, Helen Yannakoudakis, Ekaterina Shutova
2022 — conf
Recursive Neural Networks with Bottlenecks Diagnose (Non-)Compositionality.
EMNLP (Findings)
Verna Dankers, Ivan Titov
2022 J jnl
State-of-the-art generalisation research in NLP: a taxonomy and review.
CoRR
Dieuwke Hupkes, Mario Giulianelli, Verna Dankers, Mikel Artetxe, Yanai Elazar, Tiago Pimentel, Christos Christodoulopoulos, Karim Lasri, Naomi Saphra, Arabella Sinclair, Dennis Ulmer, Florian Schottmann, Khuyagbaatar Batsuren, Kaiser Sun, Koustuv Sinha, Leila Khalatbari, Maria Ryskina, Rita Frieske, Ryan Cotterell, Zhijing Jin
2022 — conf
Text Characterization Toolkit (TCT).
AACL/IJCNLP (System Demonstrations)
Daniel Simig, Tianlu Wang, Verna Dankers, Peter Henderson, Khuyagbaatar Batsuren, Dieuwke Hupkes, Mona T. Diab
2022 J jnl
Text Characterization Toolkit.
CoRR
Daniel Simig, Tianlu Wang, Verna Dankers, Peter Henderson, Khuyagbaatar Batsuren, Dieuwke Hupkes, Mona T. Diab
2022 — conf
The Paradox of the Compositionality of Natural Language: A Neural Machine Translation Case Study.
ACL (1)
Verna Dankers, Elia Bruni, Dieuwke Hupkes
2021 B conf
Episodic memory demands modulate novel metaphor use during event narration.
CogSci
Vesna G. Djokic, Ekaterina Shutova, Verna Dankers
2021 B conf
Generalising to German Plural Noun Classes, from the Perspective of a Recurrent Neural Network.
CoNLL
Verna Dankers, Anna Langedijk, Kate McCurdy, Adina Williams, Dieuwke Hupkes
2021 J jnl
Meta-learning for fast cross-lingual adaptation in dependency parsing.
CoRR
Anna Langedijk, Verna Dankers, Phillip Lippe, Sander Bos, Bryan Cardenas Guevara, Helen Yannakoudakis, Ekaterina Shutova
2021 J jnl
The paradox of the compositionality of natural language: a neural machine translation case study.
CoRR
Verna Dankers, Elia Bruni, Dieuwke Hupkes
2020 — conf
Being neighbourly: Neural metaphor identification in discourse.
Fig-Lang@ACL
Verna Dankers, Karan Malhotra, Gaurav Kudva, Volodymyr Medentsiy, Ekaterina Shutova
2020 J jnl
Compositionality Decomposed: How do Neural Networks Generalise?
J. Artif. Intell. Res.
Dieuwke Hupkes, Verna Dankers, Mathijs Mul, Elia Bruni
2020 A* conf
Compositionality Decomposed: How do Neural Networks Generalise? (Extended Abstract).
IJCAI
Dieuwke Hupkes, Verna Dankers, Mathijs Mul, Elia Bruni
2020 — conf
The Pragmatics behind Politics: Modelling Metaphor, Framing and Emotion in Political Discourse.
EMNLP (Findings)
Pere-Lluís Huguet Cabot, Verna Dankers, David Abadi, Agneta Fischer, Ekaterina Shutova
2019 — conf
Modelling the interplay of metaphor and emotion through multitask learning.
EMNLP/IJCNLP (1)
Verna Dankers, Marek Rei, Martha Lewis, Ekaterina Shutova
2019 J jnl
The compositionality of neural networks: integrating symbolism and connectionism.
CoRR
Dieuwke Hupkes, Verna Dankers, Mathijs Mul, Elia Bruni
2019 — conf
Transcoding Compositionally: Using Attention to Find More Generalizable Solutions.
BlackboxNLP@ACL
Kris Korrel, Dieuwke Hupkes, Verna Dankers, Elia Bruni
2019 J jnl
Transcoding compositionally: using attention to find more generalizable solutions.
CoRR
Kris Korrel, Dieuwke Hupkes, Verna Dankers, Elia Bruni