Katja Filippova

Publication Activity (10 Years)

Years Active: 2006-2023
Publications (10 Years): 23

Top Topics

Text Classification

Sentence Compression

Top Venues

Publications

Andrea Schioppa, Katja Filippova, Ivan Titov, Polina Zablotskaia
Theoretical and Practical Perspectives on what Influence Functions Do. CoRR (2023)
Alon Jacovi, Jasmijn Bastings, Sebastian Gehrmann, Yoav Goldberg, Katja Filippova
Diagnosing AI Explanation Methods with Folk Concepts of Behavior. FAccT (2023)
Mor Geva, Jasmijn Bastings, Katja Filippova, Amir Globerson
Dissecting Recall of Factual Associations in Auto-Regressive Language Models. EMNLP (2023)
Irina Bejan, Artem Sokolov, Katja Filippova
Make Every Example Count: On the Stability and Utility of Self-Influence for Learning from Noisy NLP Datasets. EMNLP (2023)
Irina Bejan, Artem Sokolov, Katja Filippova
Make Every Example Count: On Stability and Utility of Self-Influence for Learning from Noisy NLP Datasets. CoRR (2023)
Mor Geva, Jasmijn Bastings, Katja Filippova, Amir Globerson
Dissecting Recall of Factual Associations in Auto-Regressive Language Models. CoRR (2023)
Andrea Schioppa, Katja Filippova, Ivan Titov, Polina Zablotskaia
Theoretical and Practical Perspectives on what Influence Functions Do. NeurIPS (2023)
Alon Jacovi, Jasmijn Bastings, Sebastian Gehrmann, Yoav Goldberg, Katja Filippova
Diagnosing AI Explanation Methods with Folk Concepts of Behavior. J. Artif. Intell. Res. 78 (2023)
Sebastian Ebert, Alice Shoshana Jakobovits, Katja Filippova
Understanding Text Classification Data and Models Using Aggregated Input Salience. CoRR (2022)
Jasmijn Bastings, Sebastian Ebert, Polina Zablotskaia, Anders Sandholm, Katja Filippova
"Will You Find These Shortcuts?" A Protocol for Evaluating the Faithfulness of Input Salience Methods for Text Classification. EMNLP (2022)
Alon Jacovi, Jasmijn Bastings, Sebastian Gehrmann, Yoav Goldberg, Katja Filippova
Diagnosing AI Explanation Methods with Folk Concepts of Behavior. CoRR (2022)
Anders Søgaard, Sebastian Ebert, Jasmijn Bastings, Katja Filippova
We Need To Talk About Random Splits. EACL (2021)
Jasmijn Bastings, Sebastian Ebert, Polina Zablotskaia, Anders Sandholm, Katja Filippova
"Will You Find These Shortcuts?" A Protocol for Evaluating the Faithfulness of Input Salience Methods for Text Classification. CoRR (2021)
Andrea Schioppa, David Vilar, Artem Sokolov, Katja Filippova
Controlling Machine Translation for Multiple Attributes with Additive Interventions. EMNLP (1) (2021)
Katja Filippova
Controlled Hallucinations: Learning to Generate Faithfully from Noisy Data. CoRR (2020)
Jasmijn Bastings, Katja Filippova
The elephant in the interpretability room: Why use attention as explanation when we have saliency methods? CoRR (2020)
Katja Filippova
Controlled Hallucinations: Learning to Generate Faithfully from Noisy Data. EMNLP (Findings) (2020)
Jasmijn Bastings, Katja Filippova
The elephant in the interpretability room: Why use attention as explanation when we have saliency methods? BlackboxNLP@EMNLP (2020)
Anders Søgaard, Sebastian Ebert, Jasmijn Bastings, Katja Filippova
We Need to Talk About Random Splits. CoRR (2020)
Ondrej Cífka, Aliaksei Severyn, Enrique Alfonseca, Katja Filippova
Eval all, trust a few, do wrong to none: Comparing sentence generation models. CoRR (2018)
Katharina Kann, Sascha Rothe, Katja Filippova
Sentence-Level Fluency Evaluation: References Help, But Can Be Spared! CoNLL (2018)
Katharina Kann, Sascha Rothe, Katja Filippova
Sentence-Level Fluency Evaluation: References Help, But Can Be Spared! CoRR (2018)
Aliaksei Severyn, Alessandro Moschitti, Olga Uryupina, Barbara Plank, Katja Filippova
Multi-lingual opinion mining on YouTube. Inf. Process. Manag. 52 (1) (2016)
Katja Filippova, Enrique Alfonseca
Fast k-best Sentence Compression. CoRR (2015)
Sebastian Krause, Enrique Alfonseca, Katja Filippova, Daniele Pighin
Idest: Learning a Distributed Representation for Event Patterns. HLT-NAACL (2015)
Katja Filippova, Enrique Alfonseca, Carlos A. Colmenares, Lukasz Kaiser, Oriol Vinyals
Sentence Compression by Deletion with LSTMs. EMNLP (2015)
Aliaksei Severyn, Alessandro Moschitti, Olga Uryupina, Barbara Plank, Katja Filippova
Opinion Mining on YouTube. ACL (1) (2014)
Daniele Pighin, Marco Cornolti, Enrique Alfonseca, Katja Filippova
Modelling Events through Memory-based, Open-IE Patterns for Abstractive Summarization. ACL (1) (2014)
Katja Filippova, Yasemin Altun
Overcoming the Lack of Parallel Data in Sentence Compression. EMNLP (2013)
Katja Filippova
User Demographics and Language in an Implicit Social Network. EMNLP-CoNLL (2012)
Enrique Alfonseca, Katja Filippova, Jean-Yves Delort, Guillermo Garrido
Pattern Learning for Relation Extraction with a Hierarchical Topic Model. ACL (2) (2012)
Katja Filippova, Keith B. Hall
Improved video categorization from text metadata and user comments. SIGIR (2011)
Katja Filippova
Multi-Sentence Compression: Finding Shortest Paths in Word Graphs. COLING (2010)
Katja Filippova, Mihai Surdeanu, Massimiliano Ciaramita, Hugo Zaragoza
Company-Oriented Extractive Summarization of Financial News. EACL (2009)
Vivi Nastase, Katja Filippova, David N. Milne
Summarizing with Encyclopedic Knowledge. TAC (2009)
Katja Filippova, Michael Strube
Tree Linearization in English: Improving Language Model Based Approaches. HLT-NAACL (Short Papers) (2009)
Katja Filippova, Michael Strube
Sentence Fusion via Dependency Graph Compression. EMNLP (2008)
Vivi Nastase, Katja Filippova, Simone Paolo Ponzetto
Generating Update Summaries with Spreading Activation. TAC (2008)
Katja Filippova, Michael Strube
Dependency Tree Based Sentence Compression. INLG (2008)
Katja Filippova, Michael Strube
Extending the Entity-grid Coherence Model to Semantically Related Entities. ENLG (2007)
Katja Filippova, Michael Strube
Generating Constituent Order in German Clauses. ACL (2007)
Katja Filippova, Michael Strube
The German Vorfeld and Local Coherence. J. Log. Lang. Inf. 16 (4) (2007)
Katja Filippova, Michael Strube
Using linguistically motivated features for paragraph boundary identification. EMNLP (2006)