Federico Cassano
5 papers · 2023–2025 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(17)
🐣
Hot Topic Early Bird
👥
Mega-Team · Legion
Venues
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Research topics
Artificial Intelligence
(4)
Natural Language Processing
(4)
Core AI
(4)
Resources & Methods
(3)
Machine Learning
(2)
Generation
(2)
Deep Learning
(1)
Reinforcement Learning
(1)
Application Areas
(1)
Learning Types · Machine Learning
(1)
Learning Types · Deep Learning
(1)
Methods
(1)
Models
(1)
Optimization & Theory
(1)
Keywords
large language model
(3)
code generation
(2)
decision making
(1)
code completion
(1)
self-supervised learning
(1)
knowledge distillation
(1)
chain-of-thought reasoning
(1)
instruction following
(1)
diverse sampling
(1)
instruction tuning
(1)
episodic memory
(1)
parameter-efficient fine-tuning
(1)
text embedding
(1)
search algorithm
(1)
embedding model
(1)
language agent
(1)
multilingual benchmark
(1)
inference scaling
(1)
problem solving
(1)
verbal reasoning
(1)
Papers
MMTEB: Massive Multilingual Text Embedding Benchmark
ICLR 2025
Planning in Natural Language Improves LLM Search for Code Generation
ICLR 2025
ReasoningWeekly: A General Knowledge and Verbal Reasoning Challenge for Large Language Models
IJCNLP 2025
SelfCodeAlign: Self-Alignment for Code Generation
NeurIPS 2024
Reflexion: language agents with verbal reinforcement learning
NeurIPS 2023