From Insights to Impact: Actionable Interpretability for Neural Machine Translation | Gabriele Sarti
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From Insights to Impact: Actionable Interpretability for Neural Machine Translation
Gabriele Sarti
,
Willem Zuidema
,
Ivan Titov
,
Barbara Plank
,
Eva Vanmassenhove
Natural Language Processing
,
Academic
Project
Project
Slides
Date
Dec 11, 2025
Event
Workshop on Actionable Interpretability for Language Models and Machine Translation Systems
Location
House of Connection, University of Groningen
Groningen, Netherlands
Natural Language Processing
Interpretability
Language Modeling
Feature Attribution
Steering
Sparse Autoencoders
Machine Translation
Post-editing
User study
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Interpreting Neural Language Models for Linguistic Complexity Assessment
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