Mohammadreza Banaei
5 papers · 2021–2023 · 4 conferences · across top CS/AI conferences
Achievements
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🌍 Conference Polyglot (4) 🌉 Interdisciplinary Bridge 🗺️ Taxonomy Completionist (17) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird
🐝
Cross-Pollinator
(15)
Conferences
EMNLP (2)
ACL (1)
EACL (1)
IJCNLP (1)
Top co-authors
Keywords
matrix factorization
(3)
model compression
(3)
multilingual language model
(2)
word embedding
(2)
logical reasoning
(1)
attention mechanism
(1)
cross-lingual transfer
(1)
language model
(1)
inference efficiency
(1)
autoencoder architecture
(1)
language-neutral representation
(1)
transformer language model
(1)
representation learning
(1)
transformer-based model
(1)
cross-lingual task
(1)
transformer model
(1)
embedding compression
(1)
language model perplexity
(1)
cross-lingual reasoning
(1)
code-switched reasoning
(1)
Papers
Revisiting Offline Compression: Going Beyond Factorization-based Methods for Transformer Language Models
EACL 2023
Breaking the Language Barrier: Improving Cross-Lingual Reasoning with Structured Self-Attention
EMNLP 2023
Discovering Language-neutral Sub-networks in Multilingual Language Models
EMNLP 2022
Direction is what you need: Improving Word Embedding Compression in Large Language Models
ACL 2021
Direction is what you need: Improving Word Embedding Compression in Large Language Models
IJCNLP 2021