Katja Filippova
Katja Filippova is currently a research scientist at Google.
Research Areas
Authored Publications
Sort By
Google
Understanding Text Classification Data and Models Using Aggregated Input Salience
Sebastian Ebert
Alice Shoshana Jakobovits
R2HCAI: The AAAI 2023 Workshop on Representation Learning for Responsible Human-Centric AI
Will you Find these Shortcuts? A Protocol for Evaluating Faithfulness of Input Salience Methods for Text Classification
Sebastian Ebert
Proceedings of EMNLP 2022 (to appear)
We need to talk about random splits
Anders Østerskov Søgaard
Sebastian Ebert
Proceeding of the 2021 Conference of the European Chapter of the Association for Computational Linguistics (EACL) (to appear)
Controlling Machine Translation for Multiple Aspects with Additive Interventions
Andrea Schioppa
Artem Sokolov
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, Association for Computational Linguistics, Online and Punta Cana, Dominican Republic, pp. 6676-6696
The elephant in the interpretability room: Why use attention as explanation when we have saliency methods?
Proceedings of the 2020 EMNLP Workshop BlackboxNLP: Analyzing and Interpreting Neural Networks for NLP
Controlled Hallucinations:Learning to Generate Faithfully from Noisy Data
Findings of EMNLP 2020
Sentence-Level Fluency Evaluation: References Help, But Can Be Spared!
Katharina Kann
Proceedings of the 22nd Conference on Computational Natural Language Learning, Association for Computational Linguistics, Brussels, Belgium (2018), pp. 313-323
Idest: Learning a Distributed Representation for Event Patterns
Proceedings of the 2015 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL'15), pp. 1140-1149
