Måns Magnusson
11 papers · 2017–2025 · 7 conferences · across top CS/AI conferences
Achievements
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🌍 Conference Polyglot (7) 🏃 Academic Marathon (8) 🌈 Renaissance Researcher (6) 🌉 Interdisciplinary Bridge 🗺️ Taxonomy Completionist (27)
🐝
Cross-Pollinator
(15)
🗺️
Taxonomy Completionist
(27)
🧬
Topic Evolution
🏆
Keyword Champion
(2)
🗃️
Keyword Collector
(54)
💎
Century Club
(11)
Conferences
EMNLP (3)
AISTATS (2)
NIPS (2)
COLING (1)
EACL (1)
ICML (1)
IJCNLP (1)
Top co-authors
Keywords
topic model
(2)
word embedding
(2)
legal text
(2)
bayesian model comparison
(2)
bayesian inference
(2)
named entity recognition
(2)
informative prior
(2)
leave-one-out cross-validation
(2)
posterior approximation
(2)
text classification
(1)
corpus linguistics
(1)
approximate inference
(1)
hierarchical dirichlet process
(1)
sparse optimization
(1)
topic modeling
(1)
information extraction
(1)
variational inference
(1)
natural language
(1)
probabilistic model
(1)
text mining
(1)
Papers
posteriordb: Testing, Benchmarking and Developing Bayesian Inference Algorithms
AISTATS 2025
Detecting Legal Citations in United Kingdom Court Judgments
EMNLP 2025
The Swedish Parliament Corpus 1867 – 2022
COLING 2024
The Cambridge Law Corpus: A Dataset for Legal AI Research
NIPS 2023
Leave-One-Out Cross-Validation for Bayesian Model Comparison in Large Data
AISTATS 2020
Sparse Parallel Training of Hierarchical Dirichlet Process Topic Models
EMNLP 2020
Robust, Accurate Stochastic Optimization for Variational Inference
NIPS 2020
Interpretable Word Embeddings via Informative Priors
IJCNLP 2019
Interpretable Word Embeddings via Informative Priors
EMNLP 2019
Bayesian leave-one-out cross-validation for large data
ICML 2019
Pulling Out the Stops: Rethinking Stopword Removal for Topic Models
EACL 2017