Evan Hernandez | DeepAI

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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...

0 Evan Hernandez, et al. ∙

∙ 04/03/2023

Measuring and Manipulating Knowledge Representations in Language Models

Neural language models (LMs) represent facts about the world described b...

0 Evan Hernandez, et al. ∙

∙ 02/16/2023

Do We Still Need Clinical Language Models?

Although recent advances in scaling large language models (LLMs) have re...

0 Eric Lehman, et al. ∙

∙ 01/26/2022

Natural Language Descriptions of Deep Visual Features

Some neurons in deep networks specialize in recognizing highly specific ...

2 Evan Hernandez, et al. ∙

∙ 10/08/2021

Toward a Visual Concept Vocabulary for GAN Latent Space

A large body of recent work has identified transformations in the latent...

11 Sarah Schwettmann, et al. ∙

∙ 05/15/2021

The Low-Dimensional Linear Geometry of Contextualized Word Representations

Black-box probing models can reliably extract linguistic features like t...

0 Evan Hernandez, et al. ∙

∙ 06/04/2018

Program Synthesis from Visual Specification

Program synthesis is the process of automatically translating a specific...

0 Evan Hernandez, et al. ∙

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