Michiel De Jong
10 papers · 2021–2024 · 8 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (3) π Renaissance Researcher (5) πΊοΈ Taxonomy Completionist (25) π§ Keyword Pioneer π Interdisciplinary Bridge
π
Conference Polyglot
(8)
π
Century Club
(10)
β‘
Prolific Year
(6)
β
The Questioner
Conferences
EMNLP (2)
NAACL (2)
AAAI (1)
ACL (1)
COLING (1)
EACL (1)
ICLR (1)
ICML (1)
Top co-authors
Keywords
question answering
(3)
knowledge-intensive task
(2)
long document
(2)
language model
(2)
retrieval augmentation
(2)
question-answer pair
(2)
document understanding
(1)
semantic parsing
(1)
entity linking
(1)
low-resource learning
(1)
efficient inference
(1)
efficient computing
(1)
knowledge base
(1)
vector quantization
(1)
conditional computation
(1)
knowledge representation
(1)
inference optimization
(1)
long-range transformers
(1)
pre-trained language model
(1)
variational autoencoder
(1)
Papers
MEMORY-VQ: Compression for Tractable Internet-Scale Memory
NAACL 2024
FiDO: Fusion-in-Decoder optimized for stronger performance and faster inference
ACL 2023
Augmenting Pre-trained Language Models with QA-Memory for Open-Domain Question Answering
EACL 2023
GQA: Training Generalized Multi-Query Transformer Models from Multi-Head Checkpoints
EMNLP 2023
QA Is the New KR: Question-Answer Pairs as Knowledge Bases
AAAI 2023
CoLT5: Faster Long-Range Transformers with Conditional Computation
EMNLP 2023
Pre-computed memory or on-the-fly encoding? A hybrid approach to retrieval augmentation makes the most of your compute
ICML 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