crazydonkey200 / neural-symbolic-machinesLinks
Neural Symbolic Machines is a framework to integrate neural networks and symbolic representations using reinforcement learning, with applications in program synthesis and semantic parsing.
☆381Updated 2 years ago
Alternatives and similar repositories for neural-symbolic-machines
Users that are interested in neural-symbolic-machines are comparing it to the libraries listed below
Sorting:
- Implementation for the Neural Logic Machines (NLM).☆284Updated 6 years ago
- The baselines used in the CoQA paper☆176Updated 5 years ago
- Implementation for the paper "Compositional Attention Networks for Machine Reasoning" (Hudson and Manning, ICLR 2018)☆501Updated 3 years ago
- Materials from the ACL 2018 tutorial on neural semantic parsing☆402Updated 6 years ago
- A syntactic neural model for parsing natural language to executable code☆184Updated 2 years ago
- End-to-End Differentiable Proving☆89Updated 6 years ago
- ☆132Updated 6 years ago
- The source code for "An Actor Critic Algorithm for Structured Prediction"☆166Updated 8 years ago
- Reinforcement learning for natural language processing reading group☆310Updated 6 years ago
- Learning General Purpose Distributed Sentence Representations via Large Scale Multi-task Learning☆311Updated 4 years ago
- The implementation of key value memory networks in tensorflow☆248Updated 6 years ago
- ☆155Updated 5 years ago
- Recurrent Neural Networks with tree structure in Tensorflow☆121Updated 5 years ago
- ☆58Updated 5 years ago
- Latent Alignment and Variational Attention☆327Updated 6 years ago
- A general-purpose neural semantic parser for mapping natural language queries into machine executable code☆464Updated 2 years ago
- ☆167Updated 6 years ago
- Reinforcement Learning for Neural Machine Translation☆190Updated 5 months ago
- Differentiable Neural Computers, Sparse Access Memory and Sparse Differentiable Neural Computers, for Pytorch☆341Updated 2 weeks ago
- Code accompanying the paper Recurrent Relational Networks for Complex Relational Reasoning https://arxiv.org/abs/1711.08028☆202Updated 2 years ago
- ☆395Updated 6 years ago
- This repository contains an entailment dataset for propositional logic, and code for generating that dataset. It also contains code for p…☆68Updated 7 years ago
- Repository for paper "SWAG: A Large-Scale Adversarial Dataset for Grounded Commonsense Inference"☆179Updated 4 years ago
- Parse natural language into executable programs☆63Updated 7 years ago
- ☆472Updated 3 years ago
- Parsing Reading Predict Network☆97Updated 6 years ago
- Cleaned code for paper "Natural Language Inference over Interaction Space"☆248Updated 2 years ago
- Code for "Learning Compositional Rules via Neural Program Synthesis"☆60Updated 4 years ago
- This repository provides code for reproducing experiments of the paper Talk The Walk: Navigating New York City Through Grounded Dialogue …☆110Updated 3 years ago
- A curated list of awesome neural programming resources☆55Updated 6 years ago