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58 Documents

Lenka Zdeborova sur X : "Emergence in LLMs is a mystery. Emergence in physics is linked to phase transitions. We identify a phase transition between semantic and positional learning in a toy model of dot-product attention"

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2024-02-07 A propos

Stéphane d'Ascoli sur X : "Think Transfomers are terrible at logical reasoning? Think again. Transformers trained with Boolean inputs and symbolic outputs..."

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2023-09-26 A propos

[2306.07174] Augmenting Language Models with Long-Term Memory

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2023-06-13 A propos

Building a Conversational Chat App | Haystack

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2023-05-31 A propos

ICLR 2023 Workshop on Mathematical and Empirical Understanding of Foundation

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2023-05-04 A propos

Evidence of a predictive coding hierarchy in the human brain listening to speech | Nature Human Behaviour

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2023-04-16 A propos

ChatGPT Burns Millions Every Day. Can Computer Scientists Make AI One Million Times More Efficient?

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2023-02-21 A propos

[2203.14465] STaR: Bootstrapping Reasoning With Reasoning

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2023-02-07 A propos

Tony Rinaudo, l’agronome qui fait repousser les arbres du Sahel

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2022-11-17 A propos

MOOC À la découverte de la civilisation hittite | Sorbonne Université

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2022-10-18 A propos

Connor Shorten sur Twitter : "Wow, incredible to see this from NASA! 🚀 Weaviate's integration of Vector Search with Graph Data and Symbolic Relations is a very interesting combination of technologies!..."

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2022-08-11 A propos

Unveiling Transformers with LEGO - YouTube

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2022-06-30 A propos

[2201.00042] Avoiding Catastrophe: Active Dendrites Enable Multi-Task Learning in Dynamic Environments

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2022-06-26 A propos

The great African regreening: millions of 'magical' new trees bring renewal | Niger | The Guardian

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2022-05-12 A propos

[2109.04513] Filling the Gaps in Ancient Akkadian Texts: A Masked Language Modelling Approach

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2021-09-23 A propos

Koren Lazar sur Twitter : "...Modern pre-trained language models are applicable even in extreme low-resource settings as the case of the ancient Akkadian language."

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2021-09-23 A propos

(((ل()(ل() 'yoav))))👾 sur Twitter : "my two cents on why NLP as a field is focusing on the ML-ish / algorithmic / leaderboard-ish aspects (incl., now, LLMs) and not on the underlying language phenomena: it is just so much easier, on so many levels."

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2021-08-30 A propos

[1410.5859] Towards a Model Theory for Distributed Representations

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2021-06-10 A propos

Equilibrium Propagation: Bridging the Gap between Energy-Based Models and Backpropagation | Frontiers in Computational Neuroscience

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2021-03-19 A propos

[2010.00402] From Trees to Continuous Embeddings and Back: Hyperbolic Hierarchical Clustering

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2020-10-03 A propos

From Random Grammars to Learning Language - Département de Physique de l'Ecole Normale supérieure

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2020-09-17 A propos

Artificial Neural Networks Accurately Predict Language Processing in the Brain | bioRxiv

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2020-06-27 A propos

DIY masks for all could help stop coronavirus - The Washington Post

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2020-03-29 A propos

[2003.03384] AutoML-Zero: Evolving Machine Learning Algorithms From Scratch

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2020-03-17 A propos

[2002.05867] Transformers as Soft Reasoners over Language

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2020-02-17 A propos

[1912.03927] Large deviations for the perceptron model and consequences for active learning

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2019-12-11 A propos

[1912.01412] Deep Learning for Symbolic Mathematics

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2019-12-09 A propos

[1807.00082] Amanuensis: The Programmer's Apprentice

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**The use of natural language to facilitate communication
between the expert programmer and apprentice AI system.**

> an overview of the material covered in a course taught at Stanford in the spring quarter of 2018. The course draws upon **insight from cognitive and systems neuroscience to implement hybrid connectionist and symbolic reasoning systems** that leverage and extend the state of the art in machine learning **by integrating human and machine intelligence**. As a concrete example we focus on digital assistants that learn from continuous dialog with an expert software engineer while providing initial value as powerful analytical, computational and mathematical savants.

> [#Dehaene](/tag/stanislas_dehaene)'s work extends the [#Global Workspace Theory](/tag/global_workspace_theory) of Bernard Baars. Dehaene’s version of the theory combined with Yoshua Bengio’s concept of a [#consciousness prior](/tag/consciousness_prior.html) and deep reinforcement learning suggest a model for constructing and maintaining the cognitive states that arise and persist during complex problem solving.

2019-11-12 A propos

Restoring ancient text using deep learning: a case study on Greek epigraphy | DeepMind

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2019-10-18 A propos

[1910.03524] Beyond Vector Spaces: Compact Data Representation as Differentiable Weighted Graphs

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2019-10-09 A propos

Sebastian Ruder sur Twitter : "1/ Our paper Episodic Memory in Lifelong Language Learning..."

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2019-09-08 A propos

[1908.01580] The HSIC Bottleneck: Deep Learning without Back-Propagation

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2019-08-15 A propos

[1907.03950] Learning by Abstraction: The Neural State Machine

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2019-07-10 A propos

[1905.12149] SATNet: Bridging deep learning and logical reasoning using a differentiable satisfiability solver

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2019-05-31 A propos

kheyer/Genomic-ULMFiT: ULMFiT for Genomic Sequence Data

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2019-04-02 A propos

Microsoft Academic

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2019-02-25 A propos

Saving the last West African giraffes in Niger - BBC News

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2018-12-07 A propos

Towards bridging the gap between deep learning and brains

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2018-10-23 A propos

From Deep Learning of Disentangled Representations to Higher-level Cognition - YouTube

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2018-09-28 A propos

HyperE: Hyperbolic Embeddings for Entities

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2018-07-27 A propos

Tutorial on Poincaré Embeddings (Jupyter Notebook )

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2018-05-20 A propos

Implementing Poincaré Embeddings | RARE Technologies

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2018-05-20 A propos

[1705.08039] Poincaré Embeddings for Learning Hierarchical Representations

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2017-12-16 A propos

[1709.08568] The Consciousness Prior

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2017-09-29 A propos

[1611.04228] Learning Sparse, Distributed Representations using the Hebbian Principle

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2017-04-28 A propos

How Mimicking Brain Function is Revolutionising NLP - Dataconomy

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2017-04-28 A propos

[1601.07752] Enhancing the Power of Cardinal's Algorithm

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2016-05-28 A propos

[1511.08154] Notes on Cardinal's Matrices

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2016-01-12 A propos

African Institute for Mathematical Sciences | AIMS

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2015-04-26 A propos

TamTaminfo.com •Zinder : découverte d'une pyramide et d'un sphinx

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2014-03-29 A propos

Modeling the Evolution of Science

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2013-08-29 A propos

[1002.2284] Markets are efficient if and only if P = NP

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2013-05-11 A propos

Probabilistic Analysis of the 4000-year-old Indus Script

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2012-06-02 A propos

The giraffe carvings of the Tenere desert

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2011-01-04 A propos

BBC - Earth News - 'Ghostly' Saharan cheetah filmed in Niger, Africa

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2011-01-02 A propos

[0811.3701] Symmetric matrices related to the Mertens function

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2009-01-20 A propos

[0807.4145] Une suite de matrices symétriques en rapport avec la fonction de Mertens

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2008-08-17 A propos

Version grecque

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2006-05-26 A propos