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Papers
PhyloVAE: Unsupervised Learning of Phylogenetic Trees via Variational Autoencoders
ICLR 2025
The Shape of Word Embeddings: Quantifying Non-Isometry with Topological Data Analysis
EMNLP 2024
Ancestral protein sequence reconstruction using a tree-structured Ornstein-Uhlenbeck variational autoencoder
ICLR 2022
Measuring the Similarity of Grammatical Gender Systems by Comparing Partitions
EMNLP 2020
Phylogenic Multi-Lingual Dependency Parsing
NAACL 2019
Efficient Projection onto the Perfect Phylogeny Model
NeurIPS 2018
Towards identifying the optimal datasize for lexically-based Bayesian inference of linguistic phylogenies
COLING 2018
Probabilistic Path Hamiltonian Monte Carlo
ICML 2017
Efficient Inference in Phylogenetic InDel Trees
NeurIPS 2008
A Probabilistic Approach to Language Change
NeurIPS 2007