ccclyu / awesome-deeplogic
A collection of papers of neural-symbolic AI (mainly focus on NLP applications)
☆242Updated 3 months ago
Related projects ⓘ
Alternatives and complementary repositories for awesome-deeplogic
- PyTorch implementation of Logic Tensor Networks, a Neural-Symbolic framework.☆90Updated last month
- Neuro-Symbolic AI Toolkit☆79Updated last year
- Deep Learning and Logical Reasoning from Data and Knowledge☆276Updated last week
- A `Neural = Symbolic` framework for sound and complete weighted real-value logic☆237Updated 11 months ago
- Continuous Query Decomposition for Complex Query Answering in Incomplete Knowledge Graphs☆95Updated 2 years ago
- Query2box: Reasoning over Knowledge Graphs in Vector Space Using Box Embeddings☆203Updated 3 years ago
- This repository contains a collection of papers and resources on Reasoning in Large Language Models.☆543Updated last year
- Knowledge-Aware RL agents with Commonsense Reasoning☆75Updated 2 years ago
- ☆143Updated 4 years ago
- DeepProbLog is an extension of ProbLog that integrates Probabilistic Logic Programming with deep learning by introducing the neural predi…☆196Updated 3 months ago
- [NeurIPS 2022] DRAGON 🐲: Deep Bidirectional Language-Knowledge Graph Pretraining☆314Updated last year
- A library for finding knowledge neurons in pretrained transformer models.☆151Updated 2 years ago
- [ICLR 2022 spotlight]GreaseLM: Graph REASoning Enhanced Language Models for Question Answering☆232Updated 2 years ago
- Implementation for the Neural Logic Machines (NLM).☆283Updated 5 years ago
- Python notebooks for a tutorial on neurosymbolic programming☆62Updated 7 months ago
- Large language model and dataset for natural language to first-order logic translation☆45Updated last year
- CSKG: The CommonSense Knowledge Graph☆113Updated last year
- ☆112Updated 11 months ago
- LogiTorch is a PyTorch-based library for logical reasoning on natural language☆68Updated 2 months ago
- Neuro-Symbolic Reinforcement Learning: Logical Optimal Action (LOA), a novel RL with Logical Neural Network (LNN) on text-based games☆39Updated last year
- Scalable Multi-Hop Relational Reasoning for Knowledge-Aware Question Answering (EMNLP 2020)☆248Updated 3 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
- Official implementation of Graph Neural Network Query Executor (ICML 2022)☆88Updated last year
- Conditional Theorem Proving☆51Updated 3 years ago
- 🔗 LINC: Logical Inference via Neurosymbolic Computation [EMNLP2023]☆55Updated 10 months ago
- ☆134Updated 2 years ago
- ☆198Updated last year
- ☆214Updated last year
- Neural models of common sense. 🤖☆94Updated last year
- ☆28Updated last year