ccclyu / awesome-deeplogic
A collection of papers of neural-symbolic AI (mainly focus on NLP applications)
☆251Updated 5 months ago
Alternatives and similar repositories for awesome-deeplogic:
Users that are interested in awesome-deeplogic are comparing it to the libraries listed below
- Deep Learning and Logical Reasoning from Data and Knowledge☆281Updated 2 months ago
- A curated paper list on neural symbolic and probabilistic logic.☆118Updated last year
- Recent Papers including Neural Symbolic Reasoning, Logical Reasoning, Visual Reasoning, planning and any other topics connecting deep lea…☆302Updated 2 years ago
- PyTorch implementation of Logic Tensor Networks, a Neural-Symbolic framework.☆96Updated 3 months ago
- Neuro-Symbolic AI Toolkit☆83Updated last year
- A `Neural = Symbolic` framework for sound and complete weighted real-value logic☆244Updated last year
- PyTorch implementation for the Neuro-Symbolic Concept Learner (NS-CL).☆420Updated 4 years ago
- Python notebooks for a tutorial on neurosymbolic programming☆64Updated 9 months ago
- DeepProbLog is an extension of ProbLog that integrates Probabilistic Logic Programming with deep learning by introducing the neural predi…☆206Updated 5 months ago
- Knowledge-Aware RL agents with Commonsense Reasoning☆75Updated 2 years ago
- Implementation for the Neural Logic Machines (NLM).☆284Updated 5 years ago
- Continuous Query Decomposition for Complex Query Answering in Incomplete Knowledge Graphs☆95Updated 2 years ago
- A library for finding knowledge neurons in pretrained transformer models.☆153Updated 2 years ago
- LogiTorch is a PyTorch-based library for logical reasoning on natural language☆70Updated 4 months ago
- This repository contains a collection of papers and resources on Reasoning in Large Language Models.☆550Updated last year
- ☆114Updated last year
- Experiments and code to generate the GINC small-scale in-context learning dataset from "An Explanation for In-context Learning as Implici…☆100Updated last year
- ☆235Updated 2 years ago
- Query2box: Reasoning over Knowledge Graphs in Vector Space Using Box Embeddings☆203Updated 4 years ago
- Awesome Neural Logic and Causality: MLN, NLRL, NLM, etc. 因果推断,神经逻辑,强人工智能逻辑推理前沿领域。☆133Updated 4 years ago
- ☆152Updated last month
- Neuro-Symbolic Visual Question Answering on Sort-of-CLEVR using PyTorch☆53Updated 3 years ago
- ☆123Updated last year
- A reading list for papers on causality for natural language processing (NLP)☆593Updated last month
- An explainable inference software supporting annotated, real valued, graph based and temporal logic☆196Updated 3 weeks ago
- ☆136Updated 2 years ago
- Simple language-driven navigation tasks for studying compositional learning☆193Updated 4 years ago
- ☆200Updated last year
- CSKG: The CommonSense Knowledge Graph☆115Updated last year