Interpreting Context Usage in Generative Language Models with Inseq, PECoRe and MIRAGE | Gabriele Sarti
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Interpreting Context Usage in Generative Language Models with Inseq, PECoRe and MIRAGE
Gabriele Sarti
Natural Language Processing
,
Academic
Code
Project
Project
Slides
Date
Jul 16, 2024
Event
CIS LMU Seminar
Location
Ludwig Maximilian University of Munich, Bayern, Germany
Munich, Bavaria, Germany
Natural Language Processing
Interpretability
Sequence-to-sequence
Language Modeling
Feature Attribution
Retrieval-augmented Generation
Related
Interpretability for Language Models: Current Trends and Applications
Interpreting Context Usage in Generative Language Models with Inseq and PECoRe
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
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