Luke Vilnis
13 papers · 2013–2024 · 6 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (29) π Academic Marathon Β· Half π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
π€
Dynamic Duo
(10)
π§
Keyword Pioneer
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Trend Setter
π
Conference Pioneer
β‘
Prolific Year Β· Productive
π
Century Club Β· Bronze
ποΈ
Keyword Collector
(60)
Top co-authors
Research topics
Machine Learning
(9)
Core Methods
(7)
Deep Learning
(5)
Artificial Intelligence
(4)
Knowledge & Reasoning
(4)
Representation
(4)
Natural Language Processing
(3)
Bayesian & Probabilistic Β· Artificial Intelligence
(3)
Models
(3)
Applications
(2)
Bayesian & Probabilistic Β· Machine Learning
(2)
Learning Types
(2)
Optimization & Theory
(2)
Understanding
(2)
Mathematics & Optimization
(1)
Keywords
probabilistic modeling
(3)
box embedding
(3)
knowledge graph
(2)
geometric embedding
(2)
entailment graph
(2)
hierarchical classification
(1)
sequence labeling
(1)
link prediction
(1)
knowledge representation
(1)
entity linking
(1)
text generation
(1)
graph representation
(1)
knowledge base
(1)
vector quantization
(1)
structured prediction
(1)
knowledge base completion
(1)
machine translation
(1)
hierarchical structure
(1)
latent variable model
(1)
directed graph
(1)
Papers
MEMORY-VQ: Compression for Tractable Internet-Scale Memory
NAACL 2024
Arithmetic Sampling: Parallel Diverse Decoding for Large Language Models
ICML 2023
Capacity and Bias of Learned Geometric Embeddings for Directed Graphs
NeurIPS 2021
Improving Local Identifiability in Probabilistic Box Embeddings
NeurIPS 2020
Smoothing the Geometry of Probabilistic Box Embeddings
ICLR 2019
Distributional Inclusion Vector Embedding for Unsupervised Hypernymy Detection
NAACL 2018
Embedded-State Latent Conditional Random Fields for Sequence Labeling
CoNLL 2018
Go for a Walk and Arrive at the Answer: Reasoning Over Paths in Knowledge Bases using Reinforcement Learning
ICLR 2018
Hierarchical Losses and New Resources for Fine-grained Entity Typing and Linking
ACL 2018
Probabilistic Embedding of Knowledge Graphs with Box Lattice Measures
ACL 2018
Generating Sentences from a Continuous Space
CoNLL 2016
Learning Dynamic Feature Selection for Fast Sequential Prediction
ACL 2015
Dynamic Knowledge-Base Alignment for Coreference Resolution
CoNLL 2013