Sascha Rothe
Google DeepMind (United Kingdom)(GB)Google (United Kingdom)(GB)
Publications by Year
Research Areas
Topic Modeling, Natural Language Processing Techniques, Multimodal Machine Learning Applications, Text Readability and Simplification, Advanced Graph Neural Networks
Most-Cited Works
- → AutoExtend: Extending Word Embeddings to Embeddings for Synsets and Lexemes(2015)204 cited
- → Encode, Tag, Realize: High-Precision Text Editing(2019)150 cited
- → Learning to Attend, Copy, and Generate for Session-Based Query Suggestion(2017)115 cited
- → Sentence-Level Fluency Evaluation: References Help, But Can Be Spared!(2018)54 cited
- → Word Embedding Calculus in Meaningful Ultradense Subspaces(2016)51 cited
- → Learning to Learn from Weak Supervision by Full Supervision(2017)38 cited
- → CoSimRank: A Flexible and Efficient Graph-Theoretic Similarity Measure(2014)35 cited
- → Leveraging Pre-trained Checkpoints for Sequence Generation Tasks(2020)34 cited
- → Avoiding Your Teacher's Mistakes: Training Neural Networks with Controlled Weak Supervision(2017)29 cited