[ACL 2024] The project of Symbol-LLM
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Updated
May 26, 2024 - Python
[ACL 2024] The project of Symbol-LLM
Reasoning Engine for Neuro-Symbolic AI
The Programmable Neuro-Symbolic AGI that lets you program its behavior using Graph-based Prompt Programming: for people who want AI to behave as expected
mOWL: Machine Learning library with Ontologies
AIKA is a new type of artificial neural network designed to more closely mimic the behavior of a biological brain and to bridge the gap to classical AI. A key design decision in the Aika network is to conceptually separate the activations from their neurons, meaning that there are two separate graphs. One graph consisting of neurons and synapses…
EmbedPVP: Embedding-based Phenotype Variant Predictor
An efficient Python toolkit for Abductive Learning (ABL), a novel paradigm that integrates machine learning and logical reasoning in a unified framework.
Research code for heuristically hiding information for inference run on 3rd party systems (ICML 22)
Hacking a Neural Network to understand what concepts the network learns in order to solve a logic task.
Implementation of the paper: " Experimenting an Approach to Neuro-Symbolic RL"
Code for the ICLR 2024 paper "How Realistic Is Your Synthetic Data? Constraining Deep Generative Models for Tabular Data"
program synthesis with neuro-symbolic differentiable interpreters
Towards Generalization in Subitizing with Neuro-Symbolic Loss using Holographic Reduced Representations
The official repository for the PSYCHIC model
Codebase for Neuro-Symbolic Continual Learning.
Neuro-Symbolic Reinforcement Learning: Logical Optimal Action (LOA), a novel RL with Logical Neural Network (LNN) on text-based games
Holographic Reduced Representations
An LLM chatbot augmented by neuro-symbolic rules
Hrrformer: A Neuro-symbolic Self-attention Model (ICML23)
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