Luke Vilnis
14 papers · 2013–2024 · 7 conferences · across top CS/AI conferences
Achievements
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π Academic Marathon (11) π Conference Polyglot (7) π Interdisciplinary Bridge π§ Keyword Pioneer π Cross-Pollinator (10)
π
Renaissance Researcher
(6)
πΊοΈ
Taxonomy Completionist
(28)
π
Interdisciplinary Bridge
π€
Dynamic Duo
(11)
β‘
Prolific Year
(5)
π
Conference Pioneer
π
Trend Setter
ποΈ
Keyword Collector
(52)
π
Century Club
(14)
Conferences
ACL (3)
CONLL (3)
ICLR (2)
NAACL (2)
NIPS (2)
ICML (1)
IJCNLP (1)
Top co-authors
Keywords
box embedding
(3)
probabilistic modeling
(2)
geometric embedding
(2)
knowledge graph
(2)
uncertainty quantification
(1)
machine translation
(1)
structured prediction
(1)
text generation
(1)
hierarchical classification
(1)
graph representation
(1)
knowledge base
(1)
vector quantization
(1)
directed graph
(1)
hierarchical structure
(1)
bilinear model
(1)
knowledge representation
(1)
latent variable model
(1)
knowledge graph embedding
(1)
recurrent neural network
(1)
entity linking
(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
NIPS 2021
Improving Local Identifiability in Probabilistic Box Embeddings
NIPS 2020
Smoothing the Geometry of Probabilistic Box Embeddings
ICLR 2019
Probabilistic Embedding of Knowledge Graphs with Box Lattice Measures
ACL 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
Distributional Inclusion Vector Embedding for Unsupervised Hypernymy Detection
NAACL 2018
Generating Sentences from a Continuous Space
CONLL 2016
Learning Dynamic Feature Selection for Fast Sequential Prediction
ACL 2015
Learning Dynamic Feature Selection for Fast Sequential Prediction
IJCNLP 2015
Dynamic Knowledge-Base Alignment for Coreference Resolution
CONLL 2013