crazydonkey200 / neural-symbolic-machines
Neural Symbolic Machines is a framework to integrate neural networks and symbolic representations using reinforcement learning, with applications in program synthesis and semantic parsing.
☆378Updated 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
- Implementation for the Neural Logic Machines (NLM).☆283Updated 5 years ago
- A general-purpose neural semantic parser for mapping natural language queries into machine executable code☆460Updated 2 years ago
- ☆168Updated 6 years ago
- End-to-End Differentiable Proving☆88Updated 6 years ago
- ☆108Updated 6 years ago
- Implementation for the paper "Compositional Attention Networks for Machine Reasoning" (Hudson and Manning, ICLR 2018)☆499Updated 3 years ago
- The baselines used in the CoQA paper☆175Updated 4 years ago
- Code accompanying the paper Recurrent Relational Networks for Complex Relational Reasoning https://arxiv.org/abs/1711.08028☆203Updated 2 years ago
- This repository contains an entailment dataset for propositional logic, and code for generating that dataset. It also contains code for p…☆66Updated 6 years ago
- Materials from the ACL 2018 tutorial on neural semantic parsing☆403Updated 6 years ago
- A syntactic neural model for parsing natural language to executable code☆183Updated 2 years ago
- ☆57Updated 5 years ago
- Recurrent Neural Networks with tree structure in Tensorflow☆122Updated 5 years ago
- ☆82Updated 5 years ago
- The source code for "An Actor Critic Algorithm for Structured Prediction"☆166Updated 7 years ago
- This repository provides code for reproducing experiments of the paper Talk The Walk: Navigating New York City Through Grounded Dialogue …☆111Updated 3 years ago
- ☆345Updated 6 years ago
- Simple language-driven navigation tasks for studying compositional learning☆194Updated 4 years ago
- Repository for paper "SWAG: A Large-Scale Adversarial Dataset for Grounded Commonsense Inference"☆179Updated 4 years ago
- Framework for learning dialogue agents in a two-player game setting.☆157Updated 2 years ago
- The implementation of key value memory networks in tensorflow☆248Updated 6 years ago
- Tutorial on ‘Graph-Based Meaning Representations: Design and Processing’ (ACL 2019)☆114Updated 5 years ago
- ☆156Updated 5 years ago
- ☆131Updated 6 years ago
- Learning General Purpose Distributed Sentence Representations via Large Scale Multi-task Learning☆310Updated 4 years ago
- A simple Pytorch implementation of Gated Graph Neural Networks☆58Updated 6 years ago
- SyntaxSQLNet: Syntax Tree Networks for Complex and Cross Domain Text-to-SQL Task☆132Updated 2 years ago
- Parse natural language into executable programs☆63Updated 7 years ago
- ProPara (Process Paragraph Comprehension) dataset and models☆81Updated 5 years ago
- Code release for Hu et al. Learning to Reason: End-to-End Module Networks for Visual Question Answering. in ICCV, 2017☆270Updated 4 years ago