Strong AI Lab's repositories
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 Abstract Meaning Representation-Based Logic-Driven Data Augmentation for Logical Reasoning. #1 on the ReClor Leaderboard and we are the first group scored above 90% on the hidden test set around the world.. The paper has been accepted by the Findings of ACL-24.
A-Neural-Symbolic-Paradigm
From Symbolic Logic Reasoning to Soft Reasoning: A Neural-Symbolic Paradigm
Multi-Step-Deductive-Reasoning-Over-Natural-Language
Multi-Step Deductive Reasoning Over Natural Language: An Empirical Study on Out-of-Distribution Generalisation
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
Depth-First-Search-Path-Traversal
This Depth Fist Search Path Traversal algorithm traverses the whole paths from the leaf nodes to the root node.
mlforpublicpolicylab
Repo for ML for Public Policy Lab course at CMU
Neuromodulated-Transformer
Implementation of the Neuromodulated Transformer (NeMoT), a new transformer architecture that entwines neuromodulation with the transformer architecture.
svm-continual-learning
Continual learning summer project investigating prioritised replay memory with an SVM classification head