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Ivan Titov

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Theoretical and Practical Perspectives on what Influence Functions Do

May 26, 2023
Andrea Schioppa, Katja Filippova, Ivan Titov, Polina Zablotskaia

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Compositional Generalization without Trees using Multiset Tagging and Latent Permutations

May 26, 2023
Matthias Lindemann, Alexander Koller, Ivan Titov

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Recursive Neural Networks with Bottlenecks Diagnose (Non-)Compositionality

Jan 31, 2023
Verna Dankers, Ivan Titov

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Hierarchical Phrase-based Sequence-to-Sequence Learning

Nov 16, 2022
Bailin Wang, Ivan Titov, Jacob Andreas, Yoon Kim

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Compositional Generalisation with Structured Reordering and Fertility Layers

Oct 06, 2022
Matthias Lindemann, Alexander Koller, Ivan Titov

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Can Transformer be Too Compositional? Analysing Idiom Processing in Neural Machine Translation

May 30, 2022
Verna Dankers, Christopher G. Lucas, Ivan Titov

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Sparse Interventions in Language Models with Differentiable Masking

Dec 13, 2021
Nicola De Cao, Leon Schmid, Dieuwke Hupkes, Ivan Titov

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Learning Opinion Summarizers by Selecting Informative Reviews

Sep 09, 2021
Arthur Bražinskas, Mirella Lapata, Ivan Titov

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Highly Parallel Autoregressive Entity Linking with Discriminative Correction

Sep 08, 2021
Nicola De Cao, Wilker Aziz, Ivan Titov

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Language Modeling, Lexical Translation, Reordering: The Training Process of NMT through the Lens of Classical SMT

Sep 03, 2021
Elena Voita, Rico Sennrich, Ivan Titov

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