Posts by Year

2025 14
2024 56
2023 73
2022 52

2025

[논문리뷰]Multi-level Relevance Document Identifier Learning for Generative Retrieval 2025.08.11

[논문리뷰]Self-Retrieval: End-to-End Information Retrieval with One Large Language Model 2025.08.10

[논문리뷰]GraphCare: Enhancing Healthcare Predictions with Personalized Knowledge Graphs 2025.08.07

[논문리뷰]EfficientRAG: Efficient Retriever for Multi-Hop Question Answering 2025.07.04

[논문리뷰]DyPRAG: Dynamic Parametric Retrieval Augmented Generation for Test-time Knowledge Enhancement 2025.07.01

[논문리뷰]Parametric Retrieval Augmented Generation 2025.06.23

[논문리뷰]LLMs Know What They Need: Leveraging a Missing Information Guided Framework to Empower Retrieval-Augmented Generation 2025.06.16

[논문리뷰]Generate-then-Ground in Retrieval-Augmented Generation for Multi-hop Question Answering 2025.06.15

[논문리뷰]TRACE: Constructing Knowledge-Grounded Reasoning Chains for Retrieval-Augmented Generation 2025.06.13

[논문리뷰]Removal of Hallucination on Hallucination: Debate-Augmented RAG 2025.06.11

[논문리뷰]DioR: Adaptive Cognitive Detection and Contextual Retrieval Optimization for Dynamic Retrieval-Augmented Generation 2025.06.10

[논문리뷰]ChainRAG: Mitigating Lost-in-Retrieval Problems in Retrieval Augmented Multi-Hop Question Answering 2025.06.09

[논문리뷰]BELLE: A Bi-Level Multi-Agent Reasoning Framework for Multi-Hop Question Answering 2025.06.08

[논문리뷰]Search-in-the-Chain: Interactively Enhancing Large Language Models with Search for Knowledge-intensive Tasks 2025.01.24

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2024

[논문리뷰]ColBERT 2024.11.04

[논문리뷰]End-to-End Beam Retrieval for Multi-Hop Question Answering 2024.10.25

[NLP]Mixture of Experts (MoE)란? 2024.10.21

[딥러닝]KAN Network에 대하여 2024.10.15

[딥러닝]Spline 함수 2024.10.13

[논문리뷰]Encoders - XLNet, MPNet, ConvBERT 2024.09.24

[그래프 AI]GNN 학습과 데이터 분할(Split) 2024.09.18

[논문리뷰]ChatKBQA: A Generate-then-Retrieve Framework for Knowledge Base Question Answering with Fine-tuned Large Language Models 2024.09.16

[논문리뷰]FiDeLiS: Faithful Reasoning in Large Language Model for Knowledge Graph Question Answering 2024.09.09

[그래프 AI]GNN이 푸는 Task와 Pooling 2024.09.09

[그래프 AI]Training GNNs - Over Smoothing, Over Squashing 2024.09.09

[그래프 AI]Graph Isomorphism Network(GIN) 2024.09.03

[알고리즘]연결 리스트(Linked List) 2024.08.28

[알고리즘]Recursion(재귀) 알고리즘 - (2) Hanoi, Magic Index 2024.08.25

[알고리즘]Recursion(재귀) 알고리즘 2024.08.25

[알고리즘]Best Conceivable Runtime(BCR) 2024.08.25

[그래프 AI]GraphSAGE(Inductive Representation Learning on Large Graphs) 2024.08.24

[논문리뷰]Fact Embedding through Diffusion Model for Knowledge Graph Completion 2024.08.17

[NLP]Word2Vec: Skip-gram 2024.08.15

[NLP]Word2Vec: CBOW 2024.08.15

[Linux]명령어 grep으로 특정 문구 찾기 2024.08.13

[NLP]언어 모델을 위한 평가지표 3. 혼잡도(Perplexity) 2024.08.11

[NLP]언어 모델을 위한 평가지표 2. BLEU와 ROUGE 2024.08.11

[NLP]언어 모델을 위한 평가지표 1. GLUE 2024.08.11

[NLP]N-gram 언어 모델: 전통적인 통계적 자연어 처리 방식 2024.08.10

[NLP]언어 모델(Language Model)에서의 확률적 표현 2024.08.10

[NLP]TF-IDF 란? 2024.08.10

[논문리뷰]Explore then Determine: A GNN-LLM Synergy Framework for Reasoning over Knowledge Graph 2024.08.09

[그래프 AI]Graph Attention Network(GAT) 구현하기 2024.08.07

[그래프 AI]Graph Attention Network(GAT) 2024.08.05

[그래프 AI]GCN 구현하기 with PyTorch 2024.08.05

[그래프 AI]Graph Convolution Network(GCN) 2024.08.05

[그래프 AI]Graph Neural Network의 일반적인 학습 매커니즘 2024.08.05

[그래프 AI]Graph Neural Network(GNN) 2024.08.04

[그래프 AI]그래프 머신러닝(딥러닝) - 노드 임베딩(Node Embedding) 2024.08.03

[그래프 AI]딥러닝을 위한 그래프의 정의와 종류 2024.08.03

[논문리뷰]Interactive-KBQA: Multi-Turn Interactions for Knowledge Base Question Answering with Large Language Models 2024.08.02

[NLP]문서 단어 행렬(Document-Term Matrix, DTM) 2024.08.01

[블로그]minimal-mistakes 색상 커스터마이징 2024.08.01

[NLP]Bag of Words(BoW) 2024.07.31

[논문리뷰]DynaSemble: Dynamic Ensembling of Textual and Structure-Based Models for Knowledge Graph Completion 2024.07.24

[논문리뷰]A Knowledge-Injected Curriculum Pretraining Framework for Question Answering 2024.07.19

[논문리뷰]Reasoning on Graphs: Faithful and Interpretable Large Language Model Reasoning 2024.07.10

[논문리뷰]Retrieve-Rewrite-Answer: A KG-to-Text Enhanced LLMs Framework for Knowledge Graph Question Answering 2024.07.08

[논문리뷰]ReasoningLM: Enabling Structural Subgraph Reasoning in Pre-trained Language Models for Question Answering over Knowledge Graph 2024.07.04

[알고리즘]Space and Time Complexity (시간 복잡도, 공간 복잡도) 2024.07.03

[논문리뷰]Think-On-Graph: Deep and Responsible Reasoning of Large Language Model on Knowledge Graph 2024.07.02

[딥러닝]Evaluation Metric(평가 지표) - (2) 순위 성능 지표 2024.06.30

[딥러닝]Evaluation Metric(평가 지표) - (1) 분류 성능 지표 2024.06.28

[논문리뷰]KG-RAG: Bridging the Gap Between Knowledge and Creativity 2024.06.26

[논문리뷰]RAG: Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks 2024.06.25

[Graph Theory]Graph Density & Sparsity 2024.06.19

[Error]AttributeError: module 'numpy' has no attribute 'int' 2024.05.08

[논문리뷰]Relation-Aware Language-Graph Transformer for Question Answering 2024.03.18

[Graph Theory]Betweenness Centrality(매개 중심성) 2024.03.13

[Pytorch]nn.Parameter로 학습 가능한 변수 만들기 2024.01.09

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2023

[논문리뷰]Understanding Negative Sampling in Graph Representation Learning 2023.12.20

[Linux]리눅스 디렉토리 용량 확인 2023.11.28

[Python]np.random.choice 란? 2023.11.13

[논문리뷰]Reformer: The Efficient Transformer 2023.11.05

[논문리뷰]Structure Aware Negative Sampling in Knowledge Graphs 2023.10.27

[Graph Theory]Knowledge Graph Completion 2023.10.21

[Graph Theory]Training GNN 2023.10.21

[Pytorch]Gradient Clipping 2023.10.16

[논문리뷰]Investigating the Effect of Hard Negative Sample Distribution on Contrastive Knowledge Graph Embedding 2023.09.20

[Pytorch]TuckER decomposition 2023.09.04

[딥러닝]Artificial Neural Network(인공 신경망) 2023.08.11

[Python]np.clip() 이란? 2023.07.22

[Python]vars(), dir() 란? 2023.07.22

[Python]assert 조건문이란 ? 2023.07.22

[Linux]Multi GPU 사용하기 2023.07.22

[논문리뷰]SimKGC: Simple Contrastive Knowledge Graph Completion with Pre-trained Language Models 2023.07.10

[논문리뷰]Relphormer: Relational Graph Transformer for Knowledge Graph Representation 2023.07.10

[Python]zip() 란? 2023.07.08

[Python]pickle 피클 활용하기!! 2023.07.08

[딥러닝]BLEU Score란? 2023.07.08

[논문리뷰]HittER: Hierarchical transformers for knowledge graph embeddings 2023.06.17

[Pytorch]ConstantPad2d로 텐서를 상수 값으로 패딩하기 2023.05.07

[Pytorch]다차원 Tensor의 곱(Matmul) 2023.05.07

[Pytorch]차원 재구성 - view(), reshape(), transpose(), permute() 2023.05.06

[Python]Scipy - LIL matrix, isspars 함수란? 2023.05.06

[Python]유사 딕셔너리 defaultdict()란? 2023.05.05

[Python]mp.cpu_count()로 cpu 수 확인하기!! 2023.05.05

[Python]Multiprocessing을 이용한 데이터 병렬 처리 2023.05.03

[Python]추상 클래스(Abstract Method) 2023.05.02

[Python]Python으로 정규분포 구현하기 2023.04.27

[딥러닝]Feedforward Neural Network(FFNN), Fully-Connected Neural Network(FC) 2023.04.25

[데이터 전처리] min-MAX Scailing, Standard Scailing 2023.04.24

[Linux]pipenv로 가상환경 만들기 2023.04.18

[Linux]Conda로 가상환경 만들기 2023.04.18

[논문리뷰]JointGT: Graph-Text Representation Learning for Text Generation from Knowledge Graphs 2023.03.30

[논문리뷰]Relational Message Passing for Knowledge Graph Completion 2023.03.27

[컴퓨터 공학]절차 지향 vs 객체 지향 2023.03.25

[논문리뷰]Relphormer:Relational Graph Transformer for Knowledge Graph Representation 2023.03.14

[Linux]vimrc 설정 2023.03.13

[논문리뷰]StAR: Structure-Augmented Text Representation Learning for Efficient Knowledge Graph Completion 2023.03.10

[딥러닝]Skip-Connection이란? 2023.03.10

[딥러닝]Transfer Learning(전이학습)이란? 2023.03.09

[딥러닝]Siamese Network(샴 네트워크)란? 2023.03.09

[딥러닝]Contrastive Learning(대조 학습)이란? 2023.03.09

[Pytorch]다차원 Tensor의 쌓기, cat & stack 2023.03.06

[Pytorch]실습 2023.03.06

[논문리뷰]End-to-end Structure-Aware Convolutional Networks for Knowledge Base Completion 2023.03.06

[논문리뷰]BART: Denoising Sequence-to-Sequence Pre-training for Natural Language Generation, Translation, and Comprehension 2023.03.04

[Pytorch]Autograd 2023.03.03

[Pytorch]텐서 조작 2023.03.03

[Pytorch]텐서의 정의 2023.03.03

[논문리뷰]BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding 2023.03.02

[논문리뷰]GPT-1:Improving Langauge Understanding by Generative Pre-Training 2023.03.02

[Pytorch] Traansformer 구현하기 2023.03.01 Pytorch DL Pytorch Transformer

[논문리뷰]Transformer 구현하기 2023.03.01

[논문리뷰]Transformer: Attention Is All You Need 2023.03.01

[머신러닝]Machine Learning 개요 2023.02.07

[논문리뷰]Heterogeneous Graph Attention Network 2023.01.27

[백준]3052번 나머지 2023.01.21

[백준]5597번 과제 안내신분...?? 2023.01.21

[백준]2562번 최댓값 2023.01.21

[백준]10818번 최소, 최대 2023.01.20

[백준]10871번 X보다 작은 수 2023.01.20

[백준]10807번 개수 세기 2023.01.20

[백준]1110번 더하기 사이클 2023.01.20

[백준]15552번 빠른 A+B 2023.01.20

[백준]2439번 별찍기 1&2번 2023.01.20

[백준]11022번 A+B - 8 2023.01.20

[논문리뷰]Identity-Aware Graph Neural Network 2023.01.16

[백준]25304번 영수증 2023.01.15

[논문리뷰]Position-aware Graph Neural Network 2023.01.11

[Linux]디렉토리 이름 바꾸기, 위치 이동하기 2023.01.11

[Python]문법 총 정리(3) - 파일 입출력,함수,클래스,예외 처리 2023.01.10

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2022

[딥러닝]Transductive Learning vs Inductive Learning 2022.12.30

[딥러닝]Supervision의 종류 2022.12.29

[딥러닝]Feed Forward (Neural) Network vs. Fully Connected Network 2022.12.29

[Python]Set(리스트 중복 제거), join(문자열 합치기) 2022.12.27

[딥러닝]Reward Shaping 2022.12.27

[논문리뷰]Improving Multi-hop Knowledge Base Question Answering by Learning Intermediate Supervision Signals 2022.12.22

[자료구조]Network Analysis 2022.12.22

[자료구조]Bidirectional Search(양방향 탐색) 2022.12.22

[자료구조]BFS & DFS 2022.12.22

[자료구조]Graph(그래프)구현 2022.12.21

[자료구조]Graph(그래프)의 정의와 종류 2022.12.21

[자료구조]Binary & Binary Search Tree(이진트리, 이진 탐색트리) 2022.12.21

[딥러닝]DL with Graph 2022.12.21

[딥러닝]End-to-End Deep Learning 2022.12.21

[딥러닝]DropOut 2022.12.20

[딥러닝]Graph Neural Network 개요 2022.12.20

[딥러닝]Neural State Machine(NSM) 2022.12.19

[Python]ord함수, chr 함수 2022.12.09

[자료구조]Tree & Heap(힙) 2022.12.09

[자료구조]Hash(해시) 2022.12.08

[자료구조]Linked List로 여러 구조 구현 2022.12.08

[자료구조]Queue(큐) & Deque(데큐) 2022.12.07

[자료구조]Linked List(연결 리스트)- Singly & Doubly Linked List 2022.12.07

[백준]2739번 구구단 2022.12.07

[백준]2480번 주사위 2022.12.07

[백준]2525번 오븐 시계 2022.12.07

[백준]2884번 알람 시계 2022.12.07

[백준]2753번 윤년 2022.12.07

[Statistic]순열과 조합(Permutation and Combination) 2022.12.03

[Python]Upper Triangular matrix(상삼각행렬) 2022.12.01

[Python]map함수와 lambda 함수 2022.11.30

[백준]25083번 새싹 2022.11.30

[백준]10172번 개 2022.11.30

[백준]10171번 고양이 2022.11.30

[백준]2588번 곱셈 2022.11.30

[백준]10430번 나머지 2022.11.30

[백준]3003번 킹, 퀸, 룩, 비숍, 나이트, 폰 2022.11.30

[자료구조]Linked List(연결 리스트) 2022.11.28

[자료구조]Stack(스택) 2022.11.28

[딥러닝]Robust의 의미 2022.11.28

[백준]18108번 1998년생인 내가 2541년생?! 2022.11.28

[블로그]카테고리랑 페이지 만들기 2022.11.25

[자료구조]Array & List(배열과 리스트) 2022.11.25

[자료구조]Data Structure의 개요 2022.11.25

[Python]문법 총 정리(2) - 사전/집합 자료형, Bool 자료형, 조건문/반복문 2022.11.23

[Python]문법 총 정리(1) - 정수/실수/문자형 자료형, 리스트 & 튜플 2022.11.22

[Python]문자형 자료열 2022.11.21

[Python]Jump to Python 강의1 2022.11.21

[Python]문자형 자료열, formatting 2022.11.21

[머신러닝]Weight Initialization 2022.11.21

[머신러닝]Cross Validation 2022.11.20

[C++]Basic of C++ 2022.11.16

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