Katja Filippova

According to our database, Katja Filippova authored at least 34 papers between 2006 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Machine Unlearning Doesn't Do What You Think: Lessons for Generative AI Policy, Research, and Practice.

A. Feder Cooper, Christopher A. Choquette-Choo, Miranda Bogen, Matthew Jagielski, Katja Filippova, Ken Ziyu Liu, Alexandra Chouldechova, Jamie Hayes, Yangsibo Huang, Niloofar Mireshghallah, Ilia Shumailov, Eleni Triantafillou, Peter Kairouz, Nicole Mitchell, Percy Liang, Daniel E. Ho, Yejin Choi, Sanmi Koyejo, Fernando Delgado, James Grimmelmann, Vitaly Shmatikov, Christopher De Sa, Solon Barocas, Amy Cyphert, Mark Lemley, danah boyd, Jennifer Wortman Vaughan, Miles Brundage, David Bau, Seth Neel, Abigail Z. Jacobs, Andreas Terzis, Hanna M. Wallach, Nicolas Papernot, Katherine Lee

CoRR, 2024

2023

Diagnosing AI Explanation Methods with Folk Concepts of Behavior.

Alon Jacovi, Jasmijn Bastings, Sebastian Gehrmann, Yoav Goldberg, Katja Filippova

J. Artif. Intell. Res., 2023

Theoretical and Practical Perspectives on what Influence Functions Do.

Andrea Schioppa, Katja Filippova, Ivan Titov, Polina Zablotskaia

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Dissecting Recall of Factual Associations in Auto-Regressive Language Models.

Mor Geva, Jasmijn Bastings, Katja Filippova, Amir Globerson

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

Make Every Example Count: On the Stability and Utility of Self-Influence for Learning from Noisy NLP Datasets.

Irina Bejan, Artem Sokolov, Katja Filippova

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

2022

Understanding Text Classification Data and Models Using Aggregated Input Salience.

Sebastian Ebert, Alice Shoshana Jakobovits, Katja Filippova

CoRR, 2022

"Will You Find These Shortcuts?" A Protocol for Evaluating the Faithfulness of Input Salience Methods for Text Classification.

Jasmijn Bastings, Sebastian Ebert, Polina Zablotskaia, Anders Sandholm, Katja Filippova

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

2021

Controlling Machine Translation for Multiple Attributes with Additive Interventions.

Andrea Schioppa, David Vilar, Artem Sokolov, Katja Filippova

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

We Need To Talk About Random Splits.

Anders Søgaard, Sebastian Ebert, Jasmijn Bastings, Katja Filippova

Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume, 2021

2020

Controlled Hallucinations: Learning to Generate Faithfully from Noisy Data.

Katja Filippova

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020

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

Jasmijn Bastings, Katja Filippova

Proceedings of the Third BlackboxNLP Workshop on Analyzing and Interpreting Neural Networks for NLP, 2020

2018

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

Ondrej Cífka, Aliaksei Severyn, Enrique Alfonseca, Katja Filippova

CoRR, 2018

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

Katharina Kann, Sascha Rothe, Katja Filippova

Proceedings of the 22nd Conference on Computational Natural Language Learning, 2018

2016

Multi-lingual opinion mining on YouTube.

Aliaksei Severyn, Alessandro Moschitti, Olga Uryupina, Barbara Plank, Katja Filippova

Inf. Process. Manag., 2016

2015

Fast k-best Sentence Compression.

Katja Filippova, Enrique Alfonseca

CoRR, 2015

Idest: Learning a Distributed Representation for Event Patterns.

Sebastian Krause, Enrique Alfonseca, Katja Filippova, Daniele Pighin

Proceedings of the NAACL HLT 2015, The 2015 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Denver, Colorado, USA, May 31, 2015

Sentence Compression by Deletion with LSTMs.

Katja Filippova, Enrique Alfonseca, Carlos A. Colmenares, Lukasz Kaiser, Oriol Vinyals

Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing, 2015

2014

Opinion Mining on YouTube.

Aliaksei Severyn, Alessandro Moschitti, Olga Uryupina, Barbara Plank, Katja Filippova

Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics, 2014

Modelling Events through Memory-based, Open-IE Patterns for Abstractive Summarization.

Daniele Pighin, Marco Cornolti, Enrique Alfonseca, Katja Filippova

Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics, 2014

2013

Overcoming the Lack of Parallel Data in Sentence Compression.

Katja Filippova, Yasemin Altun

Proceedings of the 2013 Conference on Empirical Methods in Natural Language Processing, 2013

2012

User Demographics and Language in an Implicit Social Network.

Katja Filippova

Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning, 2012

Pattern Learning for Relation Extraction with a Hierarchical Topic Model.

Enrique Alfonseca, Katja Filippova, Jean-Yves Delort, Guillermo Garrido

Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference, July 8-14, 2012, Jeju Island, Korea, 2012

2011

Improved video categorization from text metadata and user comments.

Katja Filippova, Keith B. Hall

Proceedings of the Proceeding of the 34th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2011

2010

Multi-Sentence Compression: Finding Shortest Paths in Word Graphs.

Katja Filippova

Proceedings of the COLING 2010, 2010

2009

Summarizing with Encyclopedic Knowledge.

Vivi Nastase, Katja Filippova, David N. Milne

Proceedings of the Second Text Analysis Conference, 2009

Tree Linearization in English: Improving Language Model Based Approaches.

Katja Filippova, Michael Strube

Proceedings of the Human Language Technologies: Conference of the North American Chapter of the Association of Computational Linguistics, Proceedings, May 31, 2009

Company-Oriented Extractive Summarization of Financial News.

Katja Filippova, Mihai Surdeanu, Massimiliano Ciaramita, Hugo Zaragoza

Proceedings of the EACL 2009, 12th Conference of the European Chapter of the Association for Computational Linguistics, Proceedings of the Conference, Athens, Greece, March 30, 2009

2008

Generating Update Summaries with Spreading Activation.

Vivi Nastase, Katja Filippova, Simone Paolo Ponzetto

Proceedings of the First Text Analysis Conference, 2008

Dependency Tree Based Sentence Compression.

Katja Filippova, Michael Strube

Proceedings of the INLG 2008, 2008

Sentence Fusion via Dependency Graph Compression.

Katja Filippova, Michael Strube

Proceedings of the 2008 Conference on Empirical Methods in Natural Language Processing, 2008

2007

The German Vorfeld and Local Coherence.

Katja Filippova, Michael Strube

J. Log. Lang. Inf., 2007

Extending the Entity-grid Coherence Model to Semantically Related Entities.

Katja Filippova, Michael Strube

Proceedings of the Eleventh European Workshop on Natural Language Generation, 2007

Generating Constituent Order in German Clauses.

Katja Filippova, Michael Strube

Proceedings of the ACL 2007, 2007

2006

Using linguistically motivated features for paragraph boundary identification.

Katja Filippova, Michael Strube

Proceedings of the EMNLP 2006, 2006