Recent Papers including Neural Symbolic Reasoning, Logical Reasoning, Visual Reasoning, planning and any other topics connecting deep learning and reasoning
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May 30, 2022
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neural-symbolic-reasoning
Here are 9 public repositories matching this topic...
Reasoning Computers. Lambda Calculus, Fully Differentiable. Also Neural Stacks, Queues, Arrays, Lists, Trees, and Latches.
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Nov 3, 2024 - Python
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…
recurrent-neural-networks artificial-neural-network nlp-machine-learning entropy-coding information-gain neural-symbolic-reasoning neuro-symbolic-learning neural-symbolic neuro-symbolic neural-symbolic-paradigm aika-network binding-signal binding-problem
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Dec 24, 2024 - Java
Neuro-symbolic approaches to reasoning problems from abstract argumentation
deep-learning neural-symbolic-reasoning abstract-argumentation graph-neural-networks argumentation-frameworks
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Sep 14, 2022 - Python
📄 A curated list of visual reasoning papers.
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Dec 1, 2024 - TeX
A neural-symbolic joint reasoning approach for Natural Language Inference (NLI). Modeling NLI as inference path planning through a search engine. Sequence chunking and neural paraphrase detection for syntactic variation. SOTA result on SICK and MED.
natural-language-processing language-model natural-language-inference neural-symbolic-reasoning phrase-alignment computational-semantics bert-embeddings
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Jun 9, 2021 - Jupyter Notebook
Official Code for the NeurIPS'23 paper "3D-Aware Visual Question Answering about Parts, Poses and Occlusions"
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Oct 17, 2024 - Jupyter Notebook
Implementation of a new scenario for the Neural-Symbolic system NEUROLOG
machine-learning neural-network prolog mnist abduction neural-symbolic-reasoning neural-symbolic neurolog abductive-proofs
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Apr 19, 2021 - Prolog
Jupyter notebooks with examples of Logical Neural Networks (LNN) by IBM
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Mar 23, 2022
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