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Controlled Hallucinations: Learning to Generate Faithfully from Noisy Data

Oct 12, 2020
Katja Filippova

* Findings of EMNLP 2020 

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The elephant in the interpretability room: Why use attention as explanation when we have saliency methods?

Oct 12, 2020
Jasmijn Bastings, Katja Filippova

* Proceedings of the 2020 EMNLP Workshop BlackboxNLP: Analyzing and Interpreting Neural Networks for NLP 
* Accepted at BlackboxNLP 2020 

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We Need to Talk About Random Splits

May 01, 2020
Anders Søgaard, Sebastian Ebert, Joost Bastings, Katja Filippova

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Eval all, trust a few, do wrong to none: Comparing sentence generation models

Oct 30, 2018
Ondřej Cífka, Aliaksei Severyn, Enrique Alfonseca, Katja Filippova

* 12 pages (3 page appendix); v2: added hyperparameter settings, clarifications 

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Sentence-Level Fluency Evaluation: References Help, But Can Be Spared!

Sep 24, 2018
Katharina Kann, Sascha Rothe, Katja Filippova

* Accepted to CoNLL 2018 

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Fast k-best Sentence Compression

Oct 28, 2015
Katja Filippova, Enrique Alfonseca

* 11 pages 

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