꾸스코딩

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..

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 ..

안녕하세요 :)2번째 논문을 들고 돌아왔습니다.  https://arxiv.org/abs/2409.19753 CoTKR: Chain-of-Thought Enhanced Knowledge Rewriting for Complex Knowledge Graph Question AnsweringRecent studies have explored the use of Large Language Models (LLMs) with Retrieval Augmented Generation (RAG) for Knowledge Graph Question Answering (KGQA). They typically require rewriting retrieved subgraphs into natural language forma..

처음 인사드립니다:)앞으로 일주일에 1~2편정도 NLP 분야 논문을 정리해서 소개해드릴까 합니다! 아마 주분야는 제 연구 분야인 지식그래프를 활용하는 question answering 분야가 될 듯 합니다. 그 외에도 다양한 분야들을 가져오도록 해보겠습니다. 그럼 오늘 처음으로 소개해드릴 논문은 " SymKGQA: Few-Shot Knowledge Graph Question Answering via Symbolic Program Generation and Execution"이라는 논문으로 ACL 2024에 억셉된 논문입니다. https://aclanthology.org/2024.acl-long.545/ SymKGQA: Few-Shot Knowledge Graph Question Answering via ..