← Authors

Luke Vilnis

14 papers · 2013–2024 · 7 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird 🧭 Keyword Pioneer 🌍 Conference Polyglot (7) πŸƒ Academic Marathon (11) 🐝 Cross-Pollinator (10) 🌈 Renaissance Researcher (6) πŸ—ΊοΈ Taxonomy Completionist (28) πŸŒ‰ Interdisciplinary Bridge 🀝 Dynamic Duo (11) ⚑ Prolific Year (5) πŸš€ Conference Pioneer πŸ“ˆ Trend Setter πŸ—ƒοΈ Keyword Collector (52) πŸ’Ž Century Club (14)

Conferences

ACL (3) CONLL (3) ICLR (2) NAACL (2) NIPS (2) ICML (1) IJCNLP (1)

Top co-authors

Andrew McCallum (11) Dongxu Zhang (3) Shikhar Murty (3) Xiang Li (3) Michael Boratko (3) Yury Zemlyanskiy (2) Emma Strubell (2) Kate Silverstein (2) Sumit Sanghai (2) Patrick Verga (1)

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