Nicholas Monath
University of Oxford(GB)
Publications by Year
Research Areas
Topic Modeling, Natural Language Processing Techniques, Advanced Clustering Algorithms Research, Semantic Web and Ontologies, Biomedical Text Mining and Ontologies
Most-Cited Works
- → A Hierarchical Algorithm for Extreme Clustering(2017)89 cited
- → Gradient-based Hierarchical Clustering using Continuous Representations of Trees in Hyperbolic Space(2019)61 cited
- → Autoregressive Structured Prediction with Language Models(2022)30 cited
- → Optimal Transport-based Alignment of Learned Character Representations for String Similarity(2019)16 cited
- → Entity Linking via Explicit Mention-Mention Coreference Modeling(2022)15 cited
- → Scaling Within Document Coreference to Long Texts(2021)13 cited
- → Compression of Optimal Value Functions for Markov Decision Processes(2013)10 cited
- → Low resource recognition and linking of biomedical concepts from a large ontology(2021)10 cited
- → Clustering-based Inference for Biomedical Entity Linking(2021)8 cited
- → Supervised Hierarchical Clustering with Exponential Linkage(2019)8 cited