Razvan-Gabriel Dumitru
6 papers · 2024–2025 · 3 conferences · across top CS/AI conferences
Achievements
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Interdisciplinary Bridge
π§
Keyword Pioneer
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Conference Polyglot
(3)
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Cross-Pollinator
(12)
πΊοΈ
Taxonomy Completionist
(19)
Conferences
EMNLP (4)
ACL (1)
NAACL (1)
Top co-authors
Keywords
large language model
(5)
model compression
(2)
reinforcement learning
(1)
zero-shot learning
(1)
mathematical reasoning
(1)
relation extraction
(1)
natural language generation
(1)
text generation
(1)
explanation generation
(1)
neural network optimization
(1)
efficient computing
(1)
computational efficiency
(1)
language model
(1)
parameter efficiency
(1)
weight quantization
(1)
inference acceleration
(1)
speculative decoding
(1)
reasoning trace
(1)
model efficiency
(1)
cosine similarity
(1)
Papers
Variable Layerwise Quantization: A Simple and Effective Approach to Quantize LLMs
ACL 2025
CopySpec: Accelerating LLMs with Speculative Copy-and-Paste
EMNLP 2025
ConciseRL: Conciseness-Guided Reinforcement Learning for Efficient Reasoning Models
EMNLP 2025
Relation-Aware Prompting Makes Large Language Models Effective Zero-shot Relation Extractors
EMNLP 2025
Change Is the Only Constant: Dynamic LLM Slicing based on Layer Redundancy
EMNLP 2024
Retrieval Augmented Generation of Subjective Explanations for Socioeconomic Scenarios
NAACL 2024