Katja Filippova

Most-cited papers

Dissecting Recall of Factual Associations in Auto-Regressive Language Models
Mor Geva, Jasmijn Bastings, Katja Filippova, A. Globerson
2023Conference on Empirical Methods in Natural Language Processing654 citations Open access
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Sentence Compression by Deletion with LSTMs
Katja Filippova, E. Alfonseca, Carlos A. Colmenares, Lukasz Kaiser +1 more
2015Conference on Empirical Methods in Natural Language Processing269 citations Open access
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Multi-Sentence Compression: Finding Shortest Paths in Word Graphs
Katja Filippova
2010International Conference on Computational Linguistics238 citations
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The elephant in the interpretability room: Why use attention as explanation when we have saliency methods?
Jasmijn Bastings, Katja Filippova
2020BlackboxNLP Workshop on Analyzing and Interpreting Neural Networks for NLP230 citations Open access
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Overcoming the Lack of Parallel Data in Sentence Compression
Katja Filippova, Y. Altun
2013Conference on Empirical Methods in Natural Language Processing178 citations Open access
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Controlled Hallucinations: Learning to Generate Faithfully from Noisy Data
Katja Filippova
2020Findings146 citations Open access
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Dependency Tree Based Sentence Compression
Katja Filippova, M. Strube
2008International Conference on Natural Language Generation134 citations Open access
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Sentence Fusion via Dependency Graph Compression
Katja Filippova, M. Strube
2008Conference on Empirical Methods in Natural Language Processing130 citations Open access
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We Need To Talk About Random Splits
Anders Søgaard, S. Ebert, Jasmijn Bastings, Katja Filippova
2020Conference of the European Chapter of the Association for Computational Linguistics122 citations Open access
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Multi-lingual opinion mining on YouTube
A. Severyn, Alessandro Moschitti, Olga Uryupina, Barbara Plank +1 more
2016Information Processing & Management91 citations Open access
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“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 +1 more
2021Conference on Empirical Methods in Natural Language Processing88 citations Open access
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Sentence-Level Fluency Evaluation: References Help, But Can Be Spared!
Katharina Kann, S. Rothe, Katja Filippova
2018Conference on Computational Natural Language Learning85 citations Open access
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Pattern Learning for Relation Extraction with a Hierarchical Topic Model
E. Alfonseca, Katja Filippova, Jean-Yves Delort, Guillermo Garrido
2012Annual Meeting of the Association for Computational Linguistics83 citations
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Improved video categorization from text metadata and user comments
Katja Filippova, Keith B. Hall
2011Annual International ACM SIGIR Conference on Research and Development in Information Retrieval80 citations
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User Demographics and Language in an Implicit Social Network
Katja Filippova
2012Conference on Empirical Methods in Natural Language Processing69 citations
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Opinion Mining on YouTube
A. Severyn, Alessandro Moschitti, Olga Uryupina, Barbara Plank +1 more
2014Annual Meeting of the Association for Computational Linguistics49 citations Open access
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Tree Linearization in English: Improving Language Model Based Approaches
Katja Filippova, M. Strube
2009North American Chapter of the Association for Computational Linguistics45 citations Open access
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Generating Constituent Order in German Clauses
Katja Filippova, M. Strube
2007Annual Meeting of the Association for Computational Linguistics44 citations
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Eval all, trust a few, do wrong to none: Comparing sentence generation models
Ondřej Cífka, A. Severyn, E. Alfonseca, Katja Filippova
2018arXiv.org41 citations
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Company-Oriented Extractive Summarization of Financial News
Katja Filippova, M. Surdeanu, M. Ciaramita, H. Zaragoza
2009Conference of the European Chapter of the Association for Computational Linguistics41 citations
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Theoretical and Practical Perspectives on what Influence Functions Do
Andrea Schioppa, Katja Filippova, Ivan Titov, Polina Zablotskaia
2023Neural Information Processing Systems39 citations Open access
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Modelling Events through Memory-based, Open-IE Patterns for Abstractive Summarization
Daniele Pighin, M. Cornolti, Enrique Alfonseca, Katja Filippova
2014Annual Meeting of the Association for Computational Linguistics37 citations Open access
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Controlling Machine Translation for Multiple Attributes with Additive Interventions
Andrea Schioppa, David Vilar, Artem Sokolov, Katja Filippova
2021Conference on Empirical Methods in Natural Language Processing33 citations Open access
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Diagnosing AI Explanation Methods with Folk Concepts of Behavior
Alon Jacovi, Jasmijn Bastings, Sebastian Gehrmann, Yoav Goldberg +1 more
2022Conference on Fairness, Accountability and Transparency28 citations Open access
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Using linguistically motivated features for paragraph boundary identification
Katja Filippova, M. Strube
2006Conference on Empirical Methods in Natural Language Processing27 citations Open access
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Make Every Example Count: On Stability and Utility of Self-Influence for Learning from Noisy NLP Datasets
Irina Bejan, Artem Sokolov, Katja Filippova
2023Conference on Empirical Methods in Natural Language Processing25 citations Open access
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The German Vorfeld and Local Coherence
Katja Filippova, M. Strube
2007Journal of Logic, Language and Information19 citations
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Cascaded filtering for topic-driven multi-document summarization
Katja Filippova, Margot Mieskes, Vivi Nastase, Simone Paolo Ponzetto +1 more
200718 citations
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A data-driven approach to pronominal anaphora resolution for German
E. Hinrichs, Katja Filippova, Holger Wunsch
200713 citations
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Summarizing with Encyclopedic Knowledge
Vivi Nastase, Katja Filippova, D. Milne
2009Text Analysis Conference10 citations
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What Treebanks Can Do For You : Rule-based and Machine-learning Approaches to Anaphora Resolution in German .
E. Hinrichs, Katja Filippova, Holger Wunsch
20059 citations
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Language Models Struggle to Use Representations Learned In-Context
Michael A. Lepori, Tal Linzen, Ann Yuan, Katja Filippova
2026Annual Meeting of the Association for Computational Linguistics8 citations
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Generating Update Summaries with Spreading Activation
Vivi Nastase, Katja Filippova, Simone Paolo Ponzetto
2008Text Analysis Conference7 citations
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Proceedings of the Fifteenth Workshop on Graph-Based Methods for Natural Language Processing (TextGraphs-15)
Laura Dietz, A. Panchenko, Fragkiskos D. Malliaros, V. Logacheva +496 more
20216 citations Open access
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Idest: Learning a Distributed Representation for Event Patterns
Sebastian Krause, E. Alfonseca, Katja Filippova, Daniele Pighin
2015North American Chapter of the Association for Computational Linguistics6 citations Open access
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Fast k-best Sentence Compression
Katja Filippova, E. Alfonseca
2015arXiv.org4 citations
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Understanding Text Classification Data and Models Using Aggregated Input Salience
Sebastian Ebert, Alice Shoshana Jakobovits, Katja Filippova
2022arXiv.org3 citations Open access
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Dependency Graph Based Sentence Fusion and Compression
Katja Filippova
20103 citations
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Proceedings of the 2nd Workshop on New Frontiers in Summarization
Vaishali Pal, Irshad Ahmad Bhat, Manish Shrivastava, Adam Trischler +496 more
20192 citations Open access
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Extending the Entity-grid Coherence Model to Semantically Related Entities
Katja Filippova, Michael Strube
2007European Workshop on Natural Language Generation2 citations Open access
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Proceedings of the Workshop on Monolingual Text-To-Text Generation@ACL, Portland, Oregon, USA, June 24, 2011
Katja Filippova, Stephen Wan
2011Monolingual@ACL1 citations
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Improving Text Fluency by Reordering of Constituents
Katja Filippova, M. Strube
20061 citations
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Proceedings of The 4th Workshop on e-Commerce and NLP
Federico Bianchi, Bingqing Coveo, Jacopo Tagliabue, J. Kaplan +496 more
20210 citations Open access
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Proceedings of the Fifth International Workshop on Natural Language Processing for Social Media
Rimell, Johansson Richard, Lun-Wei Ku, Cheng-Te Li +496 more
20170 citations Open access
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MASS DISTRIBUTION OF FISSION PRODUCTS FROM THE IRRADIATION OF GOLD AND URANIUM BY NITROGEN IONS
N., Tarantin, Iu. B. Gerlit, L. +3 more
20150 citations
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Workshop on Monolingual Text-to-text Generation Web-based Validation for Contextual Targeted Paraphrasing an Unsupervised Alignment Algorithm for Text Simplification Corpus Construction Comparing Phrase-based and Syntax-based Paraphrase Generation Framework for Abstractive Summarization Using Text-t
Katja Filippova, Stephen Wan, Csiro, Anja Belz +37 more
20110 citations
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