stereoplegic
's Collections
Concept-Oriented Deep Learning with Large Language Models
Paper
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2306.17089
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Published
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1
Extracting Mathematical Concepts with Large Language Models
Paper
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2309.00642
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Published
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1
An Image is Worth Multiple Words: Learning Object Level Concepts using
Multi-Concept Prompt Learning
Paper
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2310.12274
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Published
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11
COPEN: Probing Conceptual Knowledge in Pre-trained Language Models
Paper
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2211.04079
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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
From Word Models to World Models: Translating from Natural Language to
the Probabilistic Language of Thought
Paper
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2306.12672
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Published
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26
Identifying Linear Relational Concepts in Large Language Models
Paper
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2311.08968
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Published
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1
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
Explore Spurious Correlations at the Concept Level in Language Models
for Text Classification
Paper
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2311.08648
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Published
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2
FACT: Learning Governing Abstractions Behind Integer Sequences
Paper
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2209.09543
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Published
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2
Can the Inference Logic of Large Language Models be Disentangled into
Symbolic Concepts?
Paper
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2304.01083
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Published
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1
Sub-Sentence Encoder: Contrastive Learning of Propositional Semantic
Representations
Paper
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2311.04335
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Published
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1
Language-Specific Representation of Emotion-Concept Knowledge Causally
Supports Emotion Inference
Paper
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2302.09582
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Published
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1
Graph schemas as abstractions for transfer learning, inference, and
planning
Paper
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2302.07350
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Published
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1