Santiago Ontanon
16 papers · 2015–2024 · 7 conferences · across top CS/AI conferences
Achievements
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π Academic Marathon (9) π§ Keyword Pioneer π Interdisciplinary Bridge π Conference Polyglot (7) π Cross-Pollinator (3)
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Academic Marathon
(9)
πΊοΈ
Taxonomy Completionist
(34)
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Cross-Pollinator
(3)
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Dynamic Duo
(11)
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Keyword Champion
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Century Club
(16)
ποΈ
Keyword Collector
(51)
π₯
Unstoppable
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Conferences
IJCAI (4)
EMNLP (3)
NAACL (3)
ACL (2)
ICLR (2)
IJCNLP (1)
NIPS (1)
Top co-authors
Keywords
transformer architecture
(3)
compositional generalization
(3)
long sequence
(3)
question answering
(3)
parse tree
(2)
text summarization
(2)
transformer model
(2)
attention mask
(2)
text-to-text transformer
(2)
efficient computing
(2)
fourier transform
(1)
vector quantization
(1)
semantic parsing
(1)
markov chain
(1)
conditional computation
(1)
entity linking
(1)
sparse attention
(1)
feedforward network
(1)
long-range transformers
(1)
variational autoencoder
(1)
Papers
Functional Interpolation for Relative Positions improves Long Context Transformers
ICLR 2024
MEMORY-VQ: Compression for Tractable Internet-Scale Memory
NAACL 2024
Cleanba: A Reproducible and Efficient Distributed Reinforcement Learning Platform
ICLR 2024
mLongT5: A Multilingual and Efficient Text-To-Text Transformer for Longer Sequences
EMNLP 2023
CoLT5: Faster Long-Range Transformers with Conditional Computation
EMNLP 2023
LongT5: Efficient Text-To-Text Transformer for Long Sequences
NAACL 2022
Making Transformers Solve Compositional Tasks
ACL 2022
FNet: Mixing Tokens with Fourier Transforms
NAACL 2022
Improving Compositional Generalization in Classification Tasks via Structure Annotations
IJCNLP 2021
Improving Compositional Generalization in Classification Tasks via Structure Annotations
ACL 2021
Big Bird: Transformers for Longer Sequences
NIPS 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
Narrative Hermeneutic Circle: Improving Character Role Identification from Natural Language Text via Feedback Loops
IJCAI 2015
Adversarial Hierarchical-Task Network Planning for Complex Real-Time Games
IJCAI 2015