Gabriele Sarti
16 papers · 2021–2026 · 7 venues · across top CS/AI venues
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Research topics
Natural Language Processing
(12)
Artificial Intelligence
(9)
Core AI
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Applications
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Deep Learning
(5)
Resources & Methods
(5)
Machine Learning
(3)
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Generation
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Learning Types · Machine Learning
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Interdisciplinary
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Education
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Linguistics
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Keywords
model interpretability
(3)
machine translation
(2)
question answering
(2)
computational linguistics
(2)
natural language processing
(2)
transformer architecture
(2)
large language model
(2)
neural machine translation
(2)
bias detection
(1)
uncertainty quantification
(1)
prompt engineering
(1)
low-resource language
(1)
concept-based explanation
(1)
model analysis
(1)
in-context learning
(1)
language understanding
(1)
feature attribution
(1)
markov chain
(1)
few-shot learning
(1)
sequence generation
(1)
Papers
Interpreto: An Explainability Library for Transformers
ACL 2026
Steering Large Language Models for Machine Translation Personalization
EACL 2026
Findings of the BlackboxNLP 2025 Shared Task: Localizing Circuits and Causal Variables in Language Models
EMNLP 2025
Reveal-Bangla: A Dataset for Cross-Lingual Multi-Step Reasoning Evaluation
AACL 2025
Unsupervised Word-level Quality Estimation for Machine Translation Through the Lens of Annotators (Dis)agreement
EMNLP 2025
DecoderLens: Layerwise Interpretation of Encoder-Decoder Transformers
NAACL 2024
IT5: Text-to-text Pretraining for Italian Language Understanding and Generation
COLING 2024
Model Internals-based Answer Attribution for Trustworthy Retrieval-Augmented Generation
EMNLP 2024
Multi-property Steering of Large Language Models with Dynamic Activation Composition
EMNLP 2024
Quantifying the Plausibility of Context Reliance in Neural Machine Translation
ICLR 2024
Inseq: An Interpretability Toolkit for Sequence Generation Models
ACL 2023
RAMP: Retrieval and Attribute-Marking Enhanced Prompting for Attribute-Controlled Translation
ACL 2023
DivEMT: Neural Machine Translation Post-Editing Effort Across Typologically Diverse Languages
EMNLP 2022
A dissemination workshop for introducing young Italian students to NLP
NAACL 2021
Teaching NLP with Bracelets and Restaurant Menus: An Interactive Workshop for Italian Students
NAACL 2021
That Looks Hard: Characterizing Linguistic Complexity in Humans and Language Models
NAACL 2021