Robust Entity Clustering via Phylogenetic Inference
Code (0)
등록된 구현이 없습니다.
Tasks
ClusteringCoreference ResolutionSimilar Papers 제목 키워드 기반
Unsupervised Learning of Phylogenetic Trees via Split-Weight Embedding
Unsupervised learning has become a staple in classical machine learning, successfully identifying clustering patterns in data across a broad range of domain applications. Surprisingly, despite its accuracy and elegant si…
ClusteringGlobal-scale phylogenetic linguistic inference from lexical resources
Automatic phylogenetic inference plays an increasingly important role in computational historical linguistics. Most pertinent work is currently based on expert cognate judgments. This limits the scope of this approach to…
ClusteringDiversityVariational phylogenetic inference with products over bipartitions
Bayesian phylogenetics requires accurate and efficient approximation of posterior distributions over trees. In this work, we develop a variational Bayesian approach for ultrametric phylogenetic trees. We present a novel …
Beyond cognacy
Computational phylogenetics has become an established tool in historical linguistics, with many language families now analyzed using likelihood-based inference. However, standard approaches rely on expert-annotated cogna…
Multiple Sequence AlignmentOn the Approximation of Phylogenetic Distance Functions by Artificial Neural Networks
Inferring the phylogenetic relationships among a sample of organisms is a fundamental problem in modern biology. While distance-based hierarchical clustering algorithms achieved early success on this task, these have bee…