Santiago Ontanon
15 papers · 2015–2024 · 6 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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π£ Hot Topic Early Bird π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (33)
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(10)
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(58)
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Research topics
Deep Learning
(10)
Artificial Intelligence
(7)
Natural Language Processing
(7)
Architectures
(7)
Core AI
(6)
Machine Learning
(5)
Applications
(4)
Generation
(4)
Learning Types Β· Deep Learning
(4)
Application Areas
(3)
Reinforcement Learning
(2)
Learning Types Β· Machine Learning
(2)
Models
(2)
Resources & Methods
(2)
Techniques
(2)
Keywords
long sequence
(3)
question answering
(3)
transformer architecture
(3)
efficient computing
(2)
text-to-text transformer
(2)
transformer model
(2)
text summarization
(2)
relative position encoding
(2)
compositional generalization
(2)
vector quantization
(1)
semantic parsing
(1)
conditional computation
(1)
long-range transformers
(1)
fourier transform
(1)
entity linking
(1)
variational autoencoder
(1)
inductive bia
(1)
distributed training
(1)
proximal policy optimization
(1)
markov chain
(1)
Papers
Cleanba: A Reproducible and Efficient Distributed Reinforcement Learning Platform
ICLR 2024
Functional Interpolation for Relative Positions improves Long Context Transformers
ICLR 2024
MEMORY-VQ: Compression for Tractable Internet-Scale Memory
NAACL 2024
CoLT5: Faster Long-Range Transformers with Conditional Computation
EMNLP 2023
mLongT5: A Multilingual and Efficient Text-To-Text Transformer for Longer Sequences
EMNLP 2023
FNet: Mixing Tokens with Fourier Transforms
NAACL 2022
LongT5: Efficient Text-To-Text Transformer for Long Sequences
NAACL 2022
Making Transformers Solve Compositional Tasks
ACL 2022
Improving Compositional Generalization in Classification Tasks via Structure Annotations
ACL 2021
Big Bird: Transformers for Longer Sequences
NeurIPS 2020
ETC: Encoding Long and Structured Inputs in Transformers
EMNLP 2020
Player Movement Models for Video Game Level Generation
IJCAI 2017
Controllable Procedural Content Generation via Constrained Multi-Dimensional Markov Chain Sampling
IJCAI 2016
Adversarial Hierarchical-Task Network Planning for Complex Real-Time Games
IJCAI 2015
Narrative Hermeneutic Circle: Improving Character Role Identification from Natural Language Text via Feedback Loops
IJCAI 2015