AKGR: Awesome Knowledge Graph Reasoning is a collection of knowledge graph reasoning works, including papers, codes and datasets

A Survey of Task-Oriented Knowledge Graph Reasoning: Status, Applications, and Prospects

[NLPCC 2023] Reasoning Through Memorization: Nearest Neighbor Knowledge Graph Embeddings with Language Models

This theory proposes a constructive framework that inductively compresses knowledge by abstracting patterns from minimal observations. It enables compact, generalized knowledge models adaptable across various contexts. 本理論は、最小限の観測からパターンを抽出し、知識を帰納的に圧縮する構成的枠組みを提案します。多様な文脈に適応可能な、汎用性の高い知識モデルの構築を可能にします。

A blueprint for a synthetic mind. This AI Strategy Advisor uses a cognitive architecture with metacognitive self-correction to reason and solve problems. It features a parallel Cognitive Loop, dynamic memory, and focused attention, all defined within a highly-optimized, symbolic LLM-to-LLM protocol.