stereoplegic
's Collections
Interpretability
updated
A technical note on bilinear layers for interpretability
Paper
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2305.03452
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Published
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1
Interpreting Transformer's Attention Dynamic Memory and Visualizing the
Semantic Information Flow of GPT
Paper
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2305.13417
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Published
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1
Explainable AI for Pre-Trained Code Models: What Do They Learn? When
They Do Not Work?
Paper
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2211.12821
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Published
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1
The Linear Representation Hypothesis and the Geometry of Large Language
Models
Paper
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2311.03658
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Published
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1
Interpreting Pretrained Language Models via Concept Bottlenecks
Paper
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2311.05014
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Published
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1
White-Box Transformers via Sparse Rate Reduction
Paper
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2306.01129
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Published
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1
ICICLE: Interpretable Class Incremental Continual Learning
Paper
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2303.07811
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Published
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1
Differentiable Model Selection for Ensemble Learning
Paper
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2211.00251
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Published
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1
CAT-probing: A Metric-based Approach to Interpret How Pre-trained Models
for Programming Language Attend Code Structure
Paper
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2210.04633
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Published
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1
Forms of Understanding of XAI-Explanations
Paper
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2311.08760
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Published
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1
Schema-learning and rebinding as mechanisms of in-context learning and
emergence
Paper
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2307.01201
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Published
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2
Concept-Centric Transformers: Enhancing Model Interpretability through
Object-Centric Concept Learning within a Shared Global Workspace
Paper
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2305.15775
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Published
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1
Causal Analysis for Robust Interpretability of Neural Networks
Paper
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2305.08950
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Published
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1
Emergence of Segmentation with Minimalistic White-Box Transformers
Paper
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2308.16271
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Published
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13
White-Box Transformers via Sparse Rate Reduction: Compression Is All
There Is?
Paper
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2311.13110
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Published
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1
LLM360: Towards Fully Transparent Open-Source LLMs
Paper
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2312.06550
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Published
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56
Patchscope: A Unifying Framework for Inspecting Hidden Representations
of Language Models
Paper
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2401.06102
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Published
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20
Attention Lens: A Tool for Mechanistically Interpreting the Attention
Head Information Retrieval Mechanism
Paper
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2310.16270
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Published
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1