LMFingerprints : Visual Explanations of Language Model Embedding Spaces through Layerwise Contextualization Scores

Author:

Sevastjanova R.1ORCID,Kalouli A.2,Beck C.1,Hauptmann H.3,El‐Assady M.4ORCID

Affiliation:

1. University of Konstanz

2. CIS ‐ LMU Munich

3. Utrecht University

4. ETH AI Center Zürich

Funder

Deutsche Forschungsgemeinschaft

Publisher

Wiley

Subject

Computer Graphics and Computer-Aided Design

Cited by 6 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. -generAItor: Tree-in-the-loop Text Generation for Language Model Explainability and Adaptation;ACM Transactions on Interactive Intelligent Systems;2024-06-05

2. Challenges and Opportunities in Text Generation Explainability;Communications in Computer and Information Science;2024

3. Visual Comparison of Text Sequences Generated by Large Language Models;2023 IEEE Visualization in Data Science (VDS);2023-10-15

4. VA + Embeddings STAR: A State‐of‐the‐Art Report on the Use of Embeddings in Visual Analytics;Computer Graphics Forum;2023-06

5. Semantic Color Mapping: A Pipeline for Assigning Meaningful Colors to Text;2022 IEEE 4th Workshop on Visualization Guidelines in Research, Design, and Education (VisGuides);2022-10

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