Strong-AI-Lab/A-Neural-Symbolic-Paradigm

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Created over 3 years ago
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Strong-AI-Lab/A-Neural-Symbolic-Paradigm

Strong-AI-Lab

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From Symbolic Logic Reasoning to Soft Reasoning: A Neural-Symbolic Paradigm

emotion

Emotion Recognition ToolKit (ERTK): tools for emotion recognition. Dataset processing, feature extraction, experiments,

Jupyter Notebook

Logical-and-abstract-reasoning

Evaluation on Logical Reasoning and Abstract Reasoning Challenges

Logical-Equivalence-driven-AMR-Data-Augmentation-for-Representation-Learning

The source code for Contrastive Learning with Logic-driven Data Augmentation for Logical Reasoning over Text. #1 on the ReClor Leaderboard and we are the first group scored above 90% on the hidden test set around the world..

AbductionRules

Multi-Step-Deductive-Reasoning-Over-Natural-Language

Multi-Step Deductive Reasoning Over Natural Language: An Empirical Study on Out-of-Distribution Generalisation

ct-vae

Causal Transition VAE

Logical-Reasoning-Reading-Comprehension-ReClor

The source code for #5 in the Logical Reasoning Reading Comprehension Leaderboard `ReClor`.

PARARULE-Plus

PARARULE Plus: A Larger Deep Multi-Step Reasoning Dataset over Natural Language

Eye-Tracking-Analysis

Explanation-Generation

Depth-First-Search-Path-Traversal

This Depth Fist Search Path Traversal algorithm traverses the whole paths from the leaf nodes to the root node.

ChatLogic

behavior-causal-discovery

modular-lm