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List of works by Armand Joulin

A Roadmap towards Machine Intelligence

academic article

Adaptive Attention Span in Transformers

Advances in Pre-Training Distributed Word Representations

scientific article published on 26 December 2017

Atlas: Few-shot Learning with Retrieval Augmented Language Models

scientific article published on 5 August 2022

Bag of Tricks for Efficient Text Classification

scientific article (publication date: 9 August 2016)

Deep Fragment Embeddings for Bidirectional Image Sentence Mapping

scientific article published in January 2014

Efficient Optimization for Discriminative Latent Class Models

Emerging Properties in Self-Supervised Vision Transformers

scientific article

Enriching Word Vectors with Subword Information

scientific article (publication date: 15 July 2016)

Fast Linear Model for Knowledge Graph Embeddings

scientific article published on 30 October 2017

FastText.zip: Compressing text classification models

scientific article (publication date: 12 December 2016)

Improving Wikipedia verifiability with AI

scientific article published on 19 October 2023

Inferring Algorithmic Patterns with Stack-Augmented Recurrent Nets

LLaMA: Open and Efficient Foundation Language Models

scientific article published on 27 February 2023

Learning Word Vectors for 157 Languages

scientific article published on 19 February 2018

Self-supervised Pretraining of Visual Features in the Wild

scientific article published on 2 March 2021

Towards AI-Complete Question Answering: A Set of Prerequisite Toy Tasks

paper introducing bAbI tasks

Unbounded cache model for online language modeling with open vocabulary

scientific article published in January 2017

Unsupervised Learning of Visual Features by Contrasting Cluster Assignments

scientific article published in November 2020

Unsupervised Learning of Visual Features by Contrasting Cluster Assignments