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[논문리뷰] Think-on-Graph: Deep and responsible reasoning of large language model with knowledge graph, ICLR'24
5번째 논문으로 인사드립니다 :)오늘 소개해드릴 논문은 제 연구분야에서 저번에 소개해드렸던 "Reasoning-on-Graph" 논문과 같이 상당히 많이 언급되는 논문입니다!! KGQA에서 LLM을 어떻게 활용하느냐에따라 다른 방향성을 보여주는데요. 이전에 소개해드렸던 "Reasoning-on-Graph"라는 논문은 LLM을 파인튜닝했다면,오늘 소개해드릴 논문은 LLM의 추가적인 학습을 하지않고 에이전트로 활용하는 논문입니다!! https://arxiv.org/abs/2307.07697 Think-on-Graph: Deep and Responsible Reasoning of Large Language Model on Knowledge GraphAlthough large language models (L..
[논문리뷰] Temporal Knowledge Question Answering via Abstract Reasoning Induction, ACL'24
벌써 4번째 논문이네요!!날씨가 좀처럼 따뜻해질 생각을 안하더니 이제는 슬슬 봄이 오려나봐요 ㅎㅎ그럼 시작해볼까요?! https://aclanthology.org/2024.acl-long.267/ Temporal Knowledge Question Answering via Abstract Reasoning InductionZiyang Chen, Dongfang Li, Xiang Zhao, Baotian Hu, Min Zhang. Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers). 2024.aclanthology.org 오늘 들고 온 논문은 지금까지 들고온 논..
[논문리뷰] Reasoning on Graphs: Faithful and Interpretable Large Language Model Reasoning, ICLR'24
안녕하세요 :-)3번째 논문으로 돌아왔습니닷!벌써 2월 중순이라니 시간이 너무 빠르네요 ,,https://arxiv.org/abs/2310.01061 Reasoning on Graphs: Faithful and Interpretable Large Language Model ReasoningLarge language models (LLMs) have demonstrated impressive reasoning abilities in complex tasks. However, they lack up-to-date knowledge and experience hallucinations during reasoning, which can lead to incorrect reasoning processes and ..