Alessio Devoto
4 papers · 2024–2025 · 3 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (3) π Cross-Pollinator (13) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (12) π§ Keyword Pioneer
β
The Questioner
Conferences
NAACL (2)
AAAI (1)
EMNLP (1)
Top co-authors
Keywords
large language model
(2)
transformer architecture
(1)
benchmark evaluation
(1)
attention mechanism
(1)
knowledge distillation
(1)
conditional computation
(1)
efficient inference
(1)
efficient computing
(1)
language understanding
(1)
adaptive computation
(1)
representation engineering
(1)
sparse autoencoder
(1)
kv cache compression
(1)
internal activation
(1)
attention score
(1)
knowledge conflict
(1)
inference-time intervention
(1)
transformer model
(1)
cache optimization
(1)
l2 norm
(1)
Papers
Adaptive Computation Modules: Granular Conditional Computation for Efficient Inference
AAAI 2025
Are We Done with MMLU?
NAACL 2025
Steering Knowledge Selection Behaviours in LLMs via SAE-Based Representation Engineering
NAACL 2025
A Simple and Effective L_2 Norm-Based Strategy for KV Cache Compression
EMNLP 2024