Yury Zemlyanskiy
12 papers · 2018–2024 · 8 venues · across top CS/AI venues
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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 (30)
π§
Keyword Pioneer
ποΈ
Keyword Collector
(60)
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Century Club Β· Bronze
β
The Questioner
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Prolific Year Β· Productive
Top co-authors
Research topics
Keywords
question answering
(3)
retrieval augmentation
(2)
long document
(2)
knowledge-intensive task
(2)
language model
(2)
transformer model
(2)
conversational ai
(1)
claim verification
(1)
self-attention mechanism
(1)
document understanding
(1)
long-range transformers
(1)
conditional computation
(1)
low-resource learning
(1)
efficient inference
(1)
semantic parsing
(1)
machine translation
(1)
memory efficiency
(1)
knowledge base completion
(1)
variational autoencoder
(1)
text generation
(1)
Papers
MEMORY-VQ: Compression for Tractable Internet-Scale Memory
NAACL 2024
Arithmetic Sampling: Parallel Diverse Decoding for Large Language Models
ICML 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
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
DOCENT: Learning Self-Supervised Entity Representations from Large Document Collections
EACL 2021
ReadTwice: Reading Very Large Documents with Memories
NAACL 2021
Self-Attentive, Multi-Context One-Class Classification for Unsupervised Anomaly Detection on Text
ACL 2019
Aiming to Know You Better Perhaps Makes Me a More Engaging Dialogue Partner
CoNLL 2018