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08/17/2023
Linearity of Relation Decoding in Transformer Language Models
Much of the knowledge encoded in transformer language models (LMs) may b...
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04/03/2023
Measuring and Manipulating Knowledge Representations in Language Models
Neural language models (LMs) represent facts about the world described b...
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02/16/2023
Do We Still Need Clinical Language Models?
Although recent advances in scaling large language models (LLMs) have re...
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01/26/2022
Natural Language Descriptions of Deep Visual Features
Some neurons in deep networks specialize in recognizing highly specific ...
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10/08/2021
Toward a Visual Concept Vocabulary for GAN Latent Space
A large body of recent work has identified transformations in the latent...
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05/15/2021
The Low-Dimensional Linear Geometry of Contextualized Word Representations
Black-box probing models can reliably extract linguistic features like t...
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06/04/2018