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Katja Filippova
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2020 – today
- 2023
- [j3]Alon Jacovi, Jasmijn Bastings, Sebastian Gehrmann, Yoav Goldberg, Katja Filippova:
Diagnosing AI Explanation Methods with Folk Concepts of Behavior. J. Artif. Intell. Res. 78: 459-489 (2023) - [c26]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: 10107-10121 - [c25]Mor Geva, Jasmijn Bastings, Katja Filippova, Amir Globerson:
Dissecting Recall of Factual Associations in Auto-Regressive Language Models. EMNLP 2023: 12216-12235 - [c24]Alon Jacovi
, Jasmijn Bastings
Diagnosing AI Explanation Methods with Folk Concepts of Behavior. FAccT 2023: 247 - [c23]Andrea Schioppa, Katja Filippova, Ivan Titov, Polina Zablotskaia:
Theoretical and Practical Perspectives on what Influence Functions Do. NeurIPS 2023 - [i14]Irina Bejan, Artem Sokolov, Katja Filippova:
Make Every Example Count: On Stability and Utility of Self-Influence for Learning from Noisy NLP Datasets. CoRR abs/2302.13959 (2023) - [i13]Mor Geva
Dissecting Recall of Factual Associations in Auto-Regressive Language Models. CoRR abs/2304.14767 (2023) - [i12]Andrea Schioppa, Katja Filippova, Ivan Titov, Polina Zablotskaia:
Theoretical and Practical Perspectives on what Influence Functions Do. CoRR abs/2305.16971 (2023) - 2022
- [c22]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: 976-991 - [i11]Alon Jacovi, Jasmijn Bastings, Sebastian Gehrmann, Yoav Goldberg, Katja Filippova:
Diagnosing AI Explanation Methods with Folk Concepts of Behavior. CoRR abs/2201.11239 (2022) - [i10]Sebastian Ebert, Alice Shoshana Jakobovits, Katja Filippova:
Understanding Text Classification Data and Models Using Aggregated Input Salience. CoRR abs/2211.05485 (2022) - 2021
- [c21]Anders Søgaard, Sebastian Ebert, Jasmijn Bastings, Katja Filippova:
We Need To Talk About Random Splits. EACL 2021: 1823-1832 - [c20]Andrea Schioppa, David Vilar, Artem Sokolov, Katja Filippova:
Controlling Machine Translation for Multiple Attributes with Additive Interventions. EMNLP (1) 2021: 6676-6696 - [i9]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 abs/2111.07367 (2021) - 2020
- [c19]Jasmijn Bastings, Katja Filippova:
The elephant in the interpretability room: Why use attention as explanation when we have saliency methods? BlackboxNLP@EMNLP 2020: 149-155 - [c18]Katja Filippova:
Controlled Hallucinations: Learning to Generate Faithfully from Noisy Data. EMNLP (Findings) 2020: 864-870 - [i8]Anders Søgaard, Sebastian Ebert, Jasmijn Bastings, Katja Filippova:
We Need to Talk About Random Splits. CoRR abs/2005.00636 (2020) - [i7]Jasmijn Bastings, Katja Filippova:
The elephant in the interpretability room: Why use attention as explanation when we have saliency methods? CoRR abs/2010.05607 (2020) - [i6]Katja Filippova:
Controlled Hallucinations: Learning to Generate Faithfully from Noisy Data. CoRR abs/2010.05873 (2020)
2010 – 2019
- 2018
- [c17]Katharina Kann, Sascha Rothe, Katja Filippova:
Sentence-Level Fluency Evaluation: References Help, But Can Be Spared! CoNLL 2018: 313-323 - [i5]Ondrej Cífka
Eval all, trust a few, do wrong to none: Comparing sentence generation models. CoRR abs/1804.07972 (2018) - [i4]Katharina Kann, Sascha Rothe, Katja Filippova:
Sentence-Level Fluency Evaluation: References Help, But Can Be Spared! CoRR abs/1809.08731 (2018) - 2016
- [j2]Aliaksei Severyn, Alessandro Moschitti
Multi-lingual opinion mining on YouTube. Inf. Process. Manag. 52(1): 46-60 (2016) - 2015
- [c16]Katja Filippova, Enrique Alfonseca, Carlos A. Colmenares, Lukasz Kaiser, Oriol Vinyals:
Sentence Compression by Deletion with LSTMs. EMNLP 2015: 360-368 - [c15]Sebastian Krause, Enrique Alfonseca, Katja Filippova, Daniele Pighin:
Idest: Learning a Distributed Representation for Event Patterns. HLT-NAACL 2015: 1140-1149 - [i3]Katja Filippova, Enrique Alfonseca:
Fast k-best Sentence Compression. CoRR abs/1510.08418 (2015) - 2014
- [c14]Daniele Pighin, Marco Cornolti, Enrique Alfonseca, Katja Filippova:
Modelling Events through Memory-based, Open-IE Patterns for Abstractive Summarization. ACL (1) 2014: 892-901 - [c13]Aliaksei Severyn, Alessandro Moschitti, Olga Uryupina, Barbara Plank, Katja Filippova:
Opinion Mining on YouTube. ACL (1) 2014: 1252-1261 - 2013
- [c12]Katja Filippova, Yasemin Altun:
Overcoming the Lack of Parallel Data in Sentence Compression. EMNLP 2013: 1481-1491 - 2012
- [c11]Enrique Alfonseca, Katja Filippova, Jean-Yves Delort, Guillermo Garrido:
Pattern Learning for Relation Extraction with a Hierarchical Topic Model. ACL (2) 2012: 54-59 - [c10]Katja Filippova:
User Demographics and Language in an Implicit Social Network. EMNLP-CoNLL 2012: 1478-1488 - 2011
- [c9]Katja Filippova, Keith B. Hall
Improved video categorization from text metadata and user comments. SIGIR 2011: 835-842 - [e1]Katja Filippova, Stephen Wan:
Proceedings of the Workshop on Monolingual Text-To-Text Generation@ACL, Portland, Oregon, USA, June 24, 2011. Association for Computational Linguistics 2011, ISBN 9781937284053 [contents] - 2010
- [c8]Katja Filippova:
Multi-Sentence Compression: Finding Shortest Paths in Word Graphs. COLING 2010: 322-330
2000 – 2009
- 2009
- [c7]Katja Filippova, Mihai Surdeanu, Massimiliano Ciaramita, Hugo Zaragoza:
Company-Oriented Extractive Summarization of Financial News. EACL 2009: 246-254 - [c6]Katja Filippova, Michael Strube:
Tree Linearization in English: Improving Language Model Based Approaches. HLT-NAACL (Short Papers) 2009: 225-228 - [i2]Vivi Nastase, Katja Filippova, David N. Milne:
Summarizing with Encyclopedic Knowledge. TAC 2009 - 2008
- [c5]Katja Filippova, Michael Strube:
Sentence Fusion via Dependency Graph Compression. EMNLP 2008: 177-185 - [c4]Katja Filippova, Michael Strube:
Dependency Tree Based Sentence Compression. INLG 2008 - [i1]Vivi Nastase, Katja Filippova, Simone Paolo Ponzetto:
Generating Update Summaries with Spreading Activation. TAC 2008 - 2007
- [j1]Katja Filippova, Michael Strube:
The German Vorfeld and Local Coherence. J. Log. Lang. Inf. 16(4): 465-485 (2007) - [c3]Katja Filippova, Michael Strube:
Generating Constituent Order in German Clauses. ACL 2007 - [c2]Katja Filippova, Michael Strube:
Extending the Entity-grid Coherence Model to Semantically Related Entities. ENLG 2007 - 2006
- [c1]Katja Filippova, Michael Strube:
Using linguistically motivated features for paragraph boundary identification. EMNLP 2006: 267-274
Coauthor Index
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