ccclyu / awesome-deeplogicView external linksLinks
A collection of papers of neural-symbolic AI (mainly focus on NLP applications)
☆293Aug 17, 2024Updated last year
Alternatives and similar repositories for awesome-deeplogic
Users that are interested in awesome-deeplogic are comparing it to the libraries listed below
Sorting:
- Neuro-Symbolic Visual Question Answering on Sort-of-CLEVR using PyTorch☆60Oct 28, 2021Updated 4 years ago
- PyTorch implementation for the Neuro-Symbolic Concept Learner (NS-CL).☆450Oct 24, 2020Updated 5 years ago
- Deep Learning and Logical Reasoning from Data and Knowledge☆342Nov 13, 2024Updated last year
- A curated list of awesome Neuro-Symbolic AI frameworks, libraries, software, papers, and videos.☆14Nov 1, 2022Updated 3 years ago
- Demo for Neuro-Symbolic Agent (LOA)☆17Sep 27, 2022Updated 3 years ago
- ☆10May 24, 2021Updated 4 years ago
- From Symbolic Logic Reasoning to Soft Reasoning: A Neural-Symbolic Paradigm☆11Jul 18, 2022Updated 3 years ago
- A curated paper list on neural symbolic and probabilistic logic.☆134Sep 5, 2023Updated 2 years ago
- A novel approach to learning concept embeddings and approximate reasoning in ALC knowledge bases with neural networks☆14Feb 7, 2023Updated 3 years ago
- Code base for ACL 2021 paper, Weakly Supervised Named Entity Tagging with Learnable Logical Rules.☆20Jun 27, 2023Updated 2 years ago
- A `Neural = Symbolic` framework for sound and complete weighted real-value logic☆304Feb 4, 2026Updated last week
- Neural Unification for Logic Reasoning over Language☆22Nov 15, 2021Updated 4 years ago
- Lernd is ∂ILP (dILP) framework implementation based on Deepmind's paper Learning Explanatory Rules from Noisy Data.☆27Mar 25, 2023Updated 2 years ago
- DeepProbLog is an extension of ProbLog that integrates Probabilistic Logic Programming with deep learning by introducing the neural predi…☆295Aug 9, 2024Updated last year
- incremental symbol learning for natural language understanding☆10Jun 12, 2023Updated 2 years ago
- Recent Papers including Neural Symbolic Reasoning, Logical Reasoning, Visual Reasoning, planning and any other topics connecting deep lea…☆315May 30, 2022Updated 3 years ago
- End-to-End Differentiable Proving☆90Nov 21, 2018Updated 7 years ago
- Neuro-Symbolic Reinforcement Learning: Logical Optimal Action (LOA), a novel RL with Logical Neural Network (LNN) on text-based games☆56Sep 17, 2025Updated 4 months ago
- Abstract Spatial-Temporal Reasoning via Probabilistic Abduction and Execution☆25Mar 18, 2021Updated 4 years ago
- PyTorch Explain: Interpretable Deep Learning in Python.☆170May 16, 2024Updated last year
- PyTorch implementation of Logic Tensor Networks, a Neural-Symbolic framework.☆147Oct 2, 2024Updated last year
- ☆17Feb 22, 2023Updated 2 years ago
- Scalable Training of Propositional Logical Neural Networks.☆15Feb 4, 2022Updated 4 years ago
- ZeroC is a neuro-symbolic method that trained with elementary visual concepts and relations, can zero-shot recognize and acquire more com…☆33May 8, 2023Updated 2 years ago
- Python library that enables using prolog syntax and logic programming in python☆128Jan 28, 2023Updated 3 years ago
- [EMNLP'21] Few-Shot Table-to-Text Generation with Prototype Memory☆22Nov 8, 2021Updated 4 years ago
- Code for "Learning Compositional Rules via Neural Program Synthesis"☆60Dec 7, 2020Updated 5 years ago
- ☆20Oct 12, 2021Updated 4 years ago
- DeepAlign: Alignment-based Process Anomaly Correction Using Recurrent Neural Networks☆10Mar 25, 2023Updated 2 years ago
- ASER (Activities, States, Events, and their Relations): a large-scale weighted eventuality knowledge graph.☆305Apr 9, 2024Updated last year
- Research prototype of deletion efficient k-means algorithms☆24Dec 19, 2019Updated 6 years ago
- Codebase for the paper: Not All Neuro-Symbolic Concepts Are Created Equal: Analysis and Mitigation of Reasoning Shortcuts☆23Mar 4, 2024Updated last year
- Experimentation framework for Popper☆25Jul 24, 2025Updated 6 months ago
- Code for ICML 2022 paper: Achieving Fairness at No Utility Cost via Data Reweighing with Influence☆11Aug 3, 2022Updated 3 years ago
- ☆12Dec 20, 2024Updated last year
- Testing Difference Target Propagation (DTP) on MNIST.☆12Oct 12, 2020Updated 5 years ago
- Neuro-Symbolic AI Toolkit☆112Sep 17, 2025Updated 4 months ago
- A list of papers about concept bottleneck models (CBMs)☆18Nov 12, 2025Updated 3 months ago
- Traffic sign detection dataset extracted from Indian driving dataset.☆10Jan 3, 2021Updated 5 years ago