Yury Zemlyanskiy
12 papers · 2018–2024 · 8 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓+7 more ↓ Show less ↑
🏃 Academic Marathon (6) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (8) 🐝 Cross-Pollinator (3)
🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🌍
Conference Polyglot
(8)
⚡
Prolific Year
(5)
❓
The Questioner
🗃️
Keyword Collector
(55)
💎
Century Club
(12)
Conferences
ACL (2)
EMNLP (2)
ICML (2)
NAACL (2)
COLING (1)
CONLL (1)
EACL (1)
ICLR (1)
Top co-authors
Keywords
question answering
(3)
language model
(2)
long document
(2)
retrieval augmentation
(2)
knowledge-intensive task
(2)
efficient inference
(1)
conversational ai
(1)
self-attention mechanism
(1)
long-range transformers
(1)
document understanding
(1)
conditional computation
(1)
low-resource learning
(1)
machine translation
(1)
efficient computing
(1)
memory efficiency
(1)
semantic parsing
(1)
knowledge base completion
(1)
variational autoencoder
(1)
vector quantization
(1)
text generation
(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
CoLT5: Faster Long-Range Transformers with Conditional Computation
EMNLP 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
Arithmetic Sampling: Parallel Diverse Decoding for Large Language Models
ICML 2023
Mention Memory: incorporating textual knowledge into Transformers through entity mention attention
ICLR 2022
Generate-and-Retrieve: Use Your Predictions to Improve Retrieval for Semantic Parsing
COLING 2022
ReadTwice: Reading Very Large Documents with Memories
NAACL 2021
DOCENT: Learning Self-Supervised Entity Representations from Large Document Collections
EACL 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