Interpreting Context Usage in Generative Language Models with Inseq and PECoRe | Gabriele Sarti
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Interpreting Context Usage in Generative Language Models with Inseq and PECoRe
Gabriele Sarti
Natural Language Processing
,
Academic
Code
Project
Project
Slides
Date
May 20, 2024
Event
Politecnico di Torino Invited Talk
Location
Politecnico di Torino, Piedmont, Italy
Turin, Piedmont, Italy
Natural Language Processing
Interpretability
Sequence-to-sequence
Language Modeling
Feature Attribution
Related
Post-hoc Interpretability for Generative Language Models: Explaining Context Usage in Transformers
Post-hoc Interpretability for Language Models
Post-hoc Interpretability for NLG & Inseq: an Interpretability Toolkit for Sequence Generation Models
Explaining Neural Language Models from Internal Representations to Model Predictions
Post-hoc Interpretability for Neural Language Models
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