Gabriele Sarti
17 papers · 2021–2026 · 8 conferences · across top CS/AI conferences
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Research topics
Keywords
model interpretability
(3)
question answering
(2)
machine translation
(2)
multi-step reasoning
(2)
computational linguistics
(2)
natural language processing
(2)
cross-lingual evaluation
(2)
large language model
(2)
transformer architecture
(2)
bias detection
(1)
neural machine translation
(1)
prompt engineering
(1)
uncertainty quantification
(1)
in-context learning
(1)
concept-based explanation
(1)
language understanding
(1)
multilingual nlp
(1)
feature attribution
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markov chain
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model analysis
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Papers
Steering Large Language Models for Machine Translation Personalization
EACL 2026
Interpreto: An Explainability Library for Transformers
ACL 2026
Unsupervised Word-level Quality Estimation for Machine Translation Through the Lens of Annotators (Dis)agreement
EMNLP 2025
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
IJCNLP 2025
Reveal-Bangla: A Dataset for Cross-Lingual Multi-Step Reasoning Evaluation
AACL 2025
Quantifying the Plausibility of Context Reliance in Neural Machine Translation
ICLR 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
DecoderLens: Layerwise Interpretation of Encoder-Decoder Transformers
NAACL 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