Katja Filippova
Publications by Year
Research Areas
Topic Modeling, Natural Language Processing Techniques, Explainable Artificial Intelligence (XAI), Semantic Web and Ontologies, Multimodal Machine Learning Applications
Most-Cited Works
- → Sentence Compression by Deletion with LSTMs(2015)271 cited
- Multi-Sentence Compression: Finding Shortest Paths in Word Graphs(2010)
- → The elephant in the interpretability room: Why use attention as explanation when we have saliency methods?(2020)143 cited
- → Overcoming the Lack of Parallel Data in Sentence Compression(2013)139 cited
- → Dependency tree based sentence compression(2008)128 cited
- → Sentence fusion via dependency graph compression(2008)124 cited
- → Multi-lingual opinion mining on YouTube(2015)83 cited
- → Improved video categorization from text metadata and user comments(2011)72 cited
- User Demographics and Language in an Implicit Social Network(2012)
- Pattern Learning for Relation Extraction with a Hierarchical Topic Model(2012)