Ines Chami | DeepAI

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∙ 10/05/2022

Ask Me Anything: A simple strategy for prompting language models

Large language models (LLMs) transfer well to new tasks out-of-the-box s...

10 Simran Arora, et al. ∙

∙ 05/20/2022

Can Foundation Models Wrangle Your Data?

Foundation Models (FMs) are models trained on large corpora of data that...

44 Avanika Narayan, et al. ∙

∙ 06/07/2021

HoroPCA: Hyperbolic Dimensionality Reduction via Horospherical Projections

This paper studies Principal Component Analysis (PCA) for data lying in ...

9 Ines Chami, et al. ∙

∙ 10/01/2020

From Trees to Continuous Embeddings and Back: Hyperbolic Hierarchical Clustering

Similarity-based Hierarchical Clustering (HC) is a classical unsupervise...

4 Ines Chami, et al. ∙

∙ 05/07/2020

Machine Learning on Graphs: A Model and Comprehensive Taxonomy

There has been a surge of recent interest in learning representations fo...

44 Ines Chami, et al. ∙

∙ 05/01/2020

Low-Dimensional Hyperbolic Knowledge Graph Embeddings

Knowledge graph (KG) embeddings learn low-dimensional representations of...

11 Ines Chami, et al. ∙

∙ 10/28/2019

Hyperbolic Graph Convolutional Neural Networks

Graph convolutional neural networks (GCNs) embed nodes in a graph into E...

23 Ines Chami, et al. ∙

∙ 03/28/2018

Referring Relationships

Images are not simply sets of objects: each image represents a web of in...

0 Ranjay Krishna, et al. ∙

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