Leonardo Ranaldi
30 papers · 2020–2026 · 6 venues · across top CS/AI venues
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Achievements
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Century Club Β· Bronze
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Prolific Year Β· Productive
Top co-authors
Research topics
Artificial Intelligence
(23)
Core AI
(21)
Natural Language Processing
(20)
Resources & Methods
(18)
Machine Learning
(13)
Learning Types Β· Machine Learning
(9)
Deep Learning
(8)
Applications
(6)
Generation
(5)
Architectures
(4)
Learning Paradigms
(4)
Learning Types Β· Deep Learning
(4)
Interdisciplinary
(2)
Knowledge & Reasoning
(2)
Application Areas
(2)
Keywords
large language model
(14)
in-context learning
(5)
multilingual reasoning
(4)
instruction tuning
(4)
language model
(4)
symbolic reasoning
(3)
cross-lingual reasoning
(3)
retrieval-augmented generation
(3)
syllogistic reasoning
(3)
program-aided language model
(2)
activation steering
(2)
multilingual question answering
(2)
neural network
(2)
question answering
(2)
human-ai interaction
(2)
chain-of-thought prompting
(2)
multi-step reasoning
(2)
model alignment
(2)
curriculum learning
(2)
chain-of-thought reasoning
(2)
Papers
Agentic Oversight via Dialectic Reasoning
ACL 2026
Can Activation Steering Generalize Across Languages? A Study on Syllogistic Reasoning in Language Models
EACL 2026
Evolving Agents
ACL 2026
Learning Multilingual Agentic Policy to Control Sycophancy
EACL 2026
Multilingual Retrieval-Augmented Generation for Knowledge-Intensive Question Answering Task
EACL 2026
SemEval-2026 Task 11: Disentangling Content and Formal Reasoning in Large Language Models
SemEval 2026
Thinking in Schemas: Robust Syllogistic Reasoning in LLMs
ACL 2026
Advancing Oversight Reasoning across Languages for Audit Sycophantic Behaviour via X-Agent
EMNLP 2025
Eliciting Critical Reasoning in Retrieval-Augmented Generation via Contrastive Explanations
NAACL 2025
Exploring Backward Reasoning in Large Language Models
NAACL 2025
Improving Chain-of-Thought Reasoning via Quasi-Symbolic Abstractions
ACL 2025
Improving Multilingual Retrieval-Augmented Language Models through Dialectic Reasoning Argumentations
EMNLP 2025
Multilingual Reasoning via Self-training
NAACL 2025
Position Paper: MeMo: Towards Language Models with Associative Memory Mechanisms
ACL 2025
R2-MultiOmnia: Leading Multilingual Multimodal Reasoning via Self-Training
ACL 2025
When natural language is not enough: The limits of in-context learning demonstrations in multilingual reasoning
NAACL 2025
Aligning Large and Small Language Models via Chain-of-Thought Reasoning
EACL 2024
A Tree-of-Thoughts to Broaden Multi-step Reasoning across Languages
NAACL 2024
A Trip Towards Fairness: Bias and De-Biasing in Large Language Models
NAACL 2024
Does the Order Matter? Curriculum Learning over Languages
COLING 2024
Empowering cross-lingual abilities of instruction-tuned large language models by translation-following demonstrations
ACL 2024
Empowering Multi-step Reasoning across Languages via Program-Aided Language Models
EMNLP 2024
HANS, are you clever? Clever Hans Effect Analysis of Neural Systems
NAACL 2024
Investigating the Impact of Data Contamination of Large Language Models in Text-to-SQL translation
ACL 2024
Self-Refine Instruction-Tuning for Aligning Reasoning in Language Models
EMNLP 2024
Does the English Matter? Elicit Cross-lingual Abilities of Large Language Models
EMNLP 2023
Exploring Linguistic Properties of Monolingual BERTs with Typological Classification among Languages
EMNLP 2023
Measuring bias in Instruction-Following models with P-AT
EMNLP 2023
Lacking the Embedding of a Word? Look it up into a Traditional Dictionary
ACL 2022
KERMIT: Complementing Transformer Architectures with Encoders of Explicit Syntactic Interpretations
EMNLP 2020