Gerhard Jäger
7 papers · 2017–2025 · 4 venues · across top CS/AI venues
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Achievements
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🌉 Interdisciplinary Bridge · Silver 🏃 Academic Marathon · Sprint 🗺️ Taxonomy Completionist (19) 🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Bronze
🏆
Keyword Champion
(2)
❓
The Questioner
(2)
Top co-authors
Research topics
Interdisciplinary
(6)
Linguistics
(6)
Machine Learning
(5)
Optimization & Theory
(4)
Core Methods
(3)
Mathematics & Optimization
(2)
Natural Language Processing
(2)
Deep Learning
(1)
Applications
(1)
Bayesian & Probabilistic
(1)
Learning Types
(1)
Mathematics
(1)
Optimization
(1)
Probability
(1)
Resources & Methods
(1)
Keywords
phylogenetic reconstruction
(3)
language evolution
(2)
language phylogeny
(2)
language family
(2)
historical linguistics
(2)
cognate detection
(2)
markov chain
(1)
word order
(1)
phonetic alignment
(1)
phylogenetic inference
(1)
hidden markov model
(1)
support vector machine
(1)
k-nearest neighbor
(1)
multiple sequence alignment
(1)
automatic annotation
(1)
multilingual wordlist
(1)
comparative linguistics
(1)
sound correspondence
(1)
cognate identification
(1)
phylogenetic linguistics
(1)
Papers
Beyond cognacy
ACL 2025
Are Sounds Sound for Phylogenetic Reconstruction?
EACL 2024
Bayesian Phylogenetic Cognate Prediction
NAACL 2022
Typological Word Order Correlations with Logistic Brownian Motion
NAACL 2022
Imputing typological values via phylogenetic inference
EMNLP 2020
Are Automatic Methods for Cognate Detection Good Enough for Phylogenetic Reconstruction in Historical Linguistics?
NAACL 2018
Using support vector machines and state-of-the-art algorithms for phonetic alignment to identify cognates in multi-lingual wordlists
EACL 2017