先週、興味深いLLM論文を見つけました。以前ご紹介したTree of thoughts(ToT)をさらに発展させたreasoning手法が出たようです。"Graph of Thoughts" (GoT)と呼ばれています(1)。早速見てみましょう。 1．GoTの特徴 まず、各種手法をチャートで比較してみましょう。

Abstract: Knowledge graph reasoning (KGR) is an important task in data mining. It aims to mine the logical rules based on the existing facts and further infer new facts, which makes the graph complete ...

Graph of Thoughts: Solving Elaborate Problems with Large Language Models（GPTにて要約） 本ビデオでは、自然言語を用いた大規模モデルを利用したタスク解決のためのグラフ・オブ・ソウツが提案され、SD・COT、TOTを上回る成果を上げたことが紹介されています。その他、自己 ...

Abstract: In the context of the rapid development of digital education, MOOC platforms face the dual challenges of meeting the diverse needs of learners and addressing complex course systems.

A super geeky topic, which could have super important repercussions in the real world. That description could very well fit anything from cold fusion to knowledge graphs, so a bit of unpacking is in ...

Supercharges Chat and Multimodal Reasoning Capabilities ZURICH, Dec. 15, 2025 /PRNewswire/ -- Squirro, a global leader in enterprise-grade Generative AI and knowledge graph technology, today ...