Aaron Smith
7 papers · 2016–2024 · 4 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (20) π§ Keyword Pioneer π Conference Polyglot (4) π Academic Marathon (8) π Cross-Pollinator (13)
π
Renaissance Researcher
(5)
π
Interdisciplinary Bridge
π±
Topic Pioneer
π
Trend Setter
Conferences
AISTATS (4)
ACL (1)
CONLL (1)
EMNLP (1)
Top co-authors
Keywords
markov chain monte carlo
(4)
dependency parsing
(2)
posterior distribution
(2)
part-of-speech tagging
(2)
strong convexity
(1)
hamiltonian monte carlo
(1)
mixing time
(1)
multimodal distribution
(1)
word embedding
(1)
multimodal posterior
(1)
tempered distribution
(1)
spectral gap
(1)
leapfrog integrator
(1)
multilingual learning
(1)
pos tag
(1)
morphologically rich language
(1)
multilingual parsing
(1)
morphological feature
(1)
character model
(1)
transition-based parser
(1)
Papers
On cyclical MCMC sampling
AISTATS 2024
Rapid Convergence of Informed Importance Tempering
AISTATS 2022
Mixing of Hamiltonian Monte Carlo on strongly log-concave distributions 2: Numerical integrators
AISTATS 2019
Parser Training with Heterogeneous Treebanks
ACL 2018
82 Treebanks, 34 Models: Universal Dependency Parsing with Multi-Treebank Models
CONLL 2018
An Investigation of the Interactions Between Pre-Trained Word Embeddings, Character Models and POS Tags in Dependency Parsing
EMNLP 2018
Parallel Markov Chain Monte Carlo via Spectral Clustering
AISTATS 2016