GiuseppeMarra / nmln
Neural Markov Logic Networks
☆11Updated 2 years ago
Related projects ⓘ
Alternatives and complementary repositories for nmln
- PyTorch implementation of Logic Tensor Networks, a Neural-Symbolic framework.☆24Updated last month
- ☆28Updated last year
- Conditional Theorem Proving☆51Updated 3 years ago
- ☆24Updated 3 years ago
- FaiRR: Faithful and Robust Deductive Reasoning over Natural Language (ACL 2022)☆14Updated 2 years ago
- Neural Logic Inductive Learning☆41Updated 2 years ago
- [EMNLP 2021] Dataset and PyTorch Code for ExplaGraphs: An Explanation Graph Generation Task for Structured Commonsense Reasoning☆11Updated 2 years ago
- DRUM end to end differentiable rule mining on knowledge graphs☆51Updated 3 years ago
- Continuous Query Decomposition for Complex Query Answering in Incomplete Knowledge Graphs☆95Updated 2 years ago
- Knowledge Hypergraphs: Prediction Beyond Binary Relations is a ServiceNow Research project that was started at Element AI.☆30Updated 2 years ago
- Neuro-Symbolic Reinforcement Learning: Logical Optimal Action (LOA), a novel RL with Logical Neural Network (LNN) on text-based games☆39Updated last year
- ☆33Updated 8 months ago
- Code and Data for "MIRAI: Evaluating LLM Agents for Event Forecasting"☆55Updated 4 months ago
- How to Turn Your Knowledge Graph Embeddings into Generative Models☆45Updated 4 months ago
- Official implementation of Inductive Logical Query Answering in Knowledge Graphs (NeurIPS 2022)☆47Updated 2 years ago
- Official code repository for the main conference paper in ACL2023: COLA: Contextualized Commonsense Causality Reasoning from the Causal I…☆25Updated last year
- ☆33Updated last year
- A collection of research papers related to Natural Language Reasoning☆11Updated 2 years ago
- Investigating Robustness and Interpretability of Link Prediction via Adversarial Modifications☆18Updated 4 years ago
- Official code for paper Understanding the Reasoning Ability of Language Models From the Perspective of Reasoning Paths Aggregation☆16Updated 8 months ago
- WWW 2024: New Frontiers of Knowledge Graph Reasoning: Recent Advances and Future Trends☆16Updated 6 months ago
- STREET: a multi-task and multi-step reasoning dataset☆23Updated 8 months ago
- 🔗 LINC: Logical Inference via Neurosymbolic Computation [EMNLP2023]☆55Updated 10 months ago
- Code for our paper: "GrIPS: Gradient-free, Edit-based Instruction Search for Prompting Large Language Models"☆51Updated last year
- RulE: Neural-Symbolic Knowledge Graph Reasoning with Rule Embedding☆27Updated 7 months ago
- Lifelong Embedding Learning and Transfer for Growing Knowledge Graphs, AAAI 2023☆29Updated last year
- Multi-Hop Logical Reasoning in Knowledge Graphs☆20Updated 2 years ago
- A curated paper list on neural symbolic and probabilistic logic.☆114Updated last year
- A Scalable Approximate Method for Probabilistic Neurosymbolic Inference☆14Updated last year
- Unified benchmark and model for causal text mining☆21Updated last year