Michiel De Jong
10 papers · 2021–2024 · 8 venues · across top CS/AI venues
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Achievements
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🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (26) 🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Silver ⚡ Prolific Year · Productive
❓
The Questioner
💎
Century Club · Bronze
Top co-authors
Research topics
Deep Learning
(6)
Machine Learning
(6)
Artificial Intelligence
(5)
Application Areas
(5)
Architectures
(5)
Natural Language Processing
(4)
Core AI
(4)
Applications
(3)
Optimization & Theory
(3)
Core Methods
(2)
Knowledge & Reasoning
(1)
Generation
(1)
Learning Paradigms
(1)
Learning Types · Machine Learning
(1)
Learning Types · Deep Learning
(1)
Keywords
question answering
(3)
retrieval augmentation
(2)
transformer model
(2)
long document
(2)
knowledge-intensive task
(2)
language model
(2)
open-domain question answering
(2)
question-answer pair
(2)
semantic parsing
(1)
low-resource learning
(1)
knowledge representation
(1)
efficient inference
(1)
efficient computing
(1)
knowledge base
(1)
claim verification
(1)
conditional computation
(1)
feed-forward network
(1)
long-range transformers
(1)
variational autoencoder
(1)
question generation
(1)
Papers
MEMORY-VQ: Compression for Tractable Internet-Scale Memory
NAACL 2024
Augmenting Pre-trained Language Models with QA-Memory for Open-Domain Question Answering
EACL 2023
CoLT5: Faster Long-Range Transformers with Conditional Computation
EMNLP 2023
FiDO: Fusion-in-Decoder optimized for stronger performance and faster inference
ACL 2023
GQA: Training Generalized Multi-Query Transformer Models from Multi-Head Checkpoints
EMNLP 2023
Pre-computed memory or on-the-fly encoding? A hybrid approach to retrieval augmentation makes the most of your compute
ICML 2023
QA Is the New KR: Question-Answer Pairs as Knowledge Bases
AAAI 2023
Generate-and-Retrieve: Use Your Predictions to Improve Retrieval for Semantic Parsing
COLING 2022
Mention Memory: incorporating textual knowledge into Transformers through entity mention attention
ICLR 2022
ReadTwice: Reading Very Large Documents with Memories
NAACL 2021