Quantifying Attention Flow in Transformers

May 02, 2020
Samira Abnar, Willem Zuidema

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A Comparison of Architectures and Pretraining Methods for Contextualized Multilingual Word Embeddings

Dec 15, 2019
Niels van der Heijden, Samira Abnar, Ekaterina Shutova

* 7 pages, 6 figures 

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Blackbox meets blackbox: Representational Similarity and Stability Analysis of Neural Language Models and Brains

Jun 05, 2019
Samira Abnar, Lisa Beinborn, Rochelle Choenni, Willem Zuidema

* 2nd BlackBoxNLP workshop @ACL2019 

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Robust Evaluation of Language-Brain Encoding Experiments

Apr 04, 2019
Lisa Beinborn, Samira Abnar, Rochelle Choenni

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Incremental Reading for Question Answering

Jan 15, 2019
Samira Abnar, Tania Bedrax-weiss, Tom Kwiatkowski, William W. Cohen

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Experiential, Distributional and Dependency-based Word Embeddings have Complementary Roles in Decoding Brain Activity

Nov 25, 2017
Samira Abnar, Rasyan Ahmed, Max Mijnheer, Willem Zuidema

* accepted at Cognitive Modeling and Computational Linguistics 2018 

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