neuro-symbolic topic

PyTorch + HuggingFace code for RetoMaton: "Neuro-Symbolic Language Modeling with Automaton-augmented Retrieval" (ICML 2022), including an implementation of kNN-LM and kNN-MT

neulab

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...

aika-algorithm

PyTorch code for the RetoMaton paper: "Neuro-Symbolic Language Modeling with Automaton-augmented Retrieval" (ICML 2022)

neulab

Holographic Reduced Representations

MahmudulAlam

LLM Dynamic Planner - Combining LLM with PDDL Planners to solve an embodied task

itl-ed

Neuro-Symbolic Visual Question Answering on Sort-of-CLEVR using PyTorch

nerdimite

Hrrformer: A Neuro-symbolic Self-attention Model (ICML23)

FutureComputing4AI

Self's foundational abstractions

booch-self

The Programmable Cypher-based Neuro-Symbolic AGI that lets you program its behavior using Graph-based Prompt Programming: for people who want AI to behave as expected

SynaLinks

ZeroC is a neuro-symbolic method that trained with elementary visual concepts and relations, can zero-shot recognize and acquire more complex, hierarchical concepts, even across domains

snap-stanford