Antoine Simoulin
9 papers · 2021–2025 · 7 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (14) π Conference Polyglot (7) πΊοΈ Taxonomy Completionist (21) π§ Keyword Pioneer π£ Hot Topic Early Bird
π
Interdisciplinary Bridge
π
Keyword Champion
(2)
π₯
Unstoppable
(5)
β
The Questioner
(2)
Conferences
ACL (2)
EMNLP (2)
EACL (1)
ICLR (1)
IJCNLP (1)
NAACL (1)
NIPS (1)
Top co-authors
Keywords
sentence embedding
(2)
layer analysis
(2)
token representation
(2)
large language model
(2)
transformer model
(2)
syntactic parsing
(2)
representation learning
(2)
model depth
(2)
token selection
(1)
joint learning
(1)
iterative refinement
(1)
multi-view learning
(1)
gradient computation
(1)
memory efficiency
(1)
low-rank adaptation
(1)
gradient approximation
(1)
node classification
(1)
software development
(1)
pretrained model
(1)
pretrained language model
(1)
Papers
DocAgent: A Multi-Agent System for Automated Code Documentation Generation
ACL 2025
Code to Think, Think to Code: A Survey on Code-Enhanced Reasoning and Reasoning-Driven Code Intelligence in LLMs
EMNLP 2025
Memory-Efficient Fine-Tuning of Transformers via Token Selection
EMNLP 2024
Forward Learning of Graph Neural Networks
ICLR 2024
GLEMOS: Benchmark for Instantaneous Graph Learning Model Selection
NIPS 2023
Unifying Parsing and Tree-Structured Models for Generating Sentence Semantic Representations
NAACL 2022
Contrasting distinct structured views to learn sentence embeddings
EACL 2021
How Many Layers and Why? An Analysis of the Model Depth in Transformers
ACL 2021
How Many Layers and Why? An Analysis of the Model Depth in Transformers
IJCNLP 2021