Articles
- 2022/06/25 [NLP/Dialogue] Stylized Knowledge-Grounded Dialogue Generation via Disentangled Template Rewriting
- 2022/05/24 [Few-shots/Incremental learning] Forward Compatible Few-Shot Class-Incremental Learning
- 2022/05/20 [NLP/Graph/CommonsenseQA] I Know What You Asked: Graph Path Learning using AMR for Commonsense Reasoning
- 2022/04/30 [NLP/PLM] RoBERTa: A Robustly Optimized BERT Pretraining Approach
- 2022/04/30 [NLP/PLM] DistilBERT, a distilled version of BERT: smaller, faster, cheaper and lighter
- 2022/04/30 [NLP/PLM] ALBERT: A Lite BERT for Self-supervised Learning of Language Representations
- 2022/04/20 [NLP/Attention/PLM] Attention is not not Explanation
- 2022/04/10 [NLP/Attention/Probing] Attention is not Explanation
- 2022/03/22 [NLP/강의내용정리] Word Embedding
- 2022/03/20 [NLP/Attention] Deriving Machine Attention from Human Rationales
- 2022/01/05 [NLP/PLM] SpanBERT: Improving Pre-training by Representing and Predicting Spans
- 2021/11/21 [NLP/PLM] Language Models are Unsupervised Multitask Learners - GPT2
- 2021/11/20 [NLP/Graph/Numerical Reasoning/QA]Question Directed Graph Attention Network for Numerical Reasoning over Text
- 2021/11/18 [NLP/LM] BART; Denoising Sequence-to-Sequence Pre-training for Natural Language Generation, Translation, and Comprehension
- 2021/11/17 [NLP/Numerical Reasoning/QA] Injecting Numerical Reasoning Skills into Language Models
- 2021/11/14 [NLP/Numerical Reasoning/QA] MTMSN: Multi-Type Multi-Span Network
- 2021/11/11 [NLP/Numerical Reasoning/QA] NumNet: Machine Reading Comprehension with Numerical Reasoning
- 2021/11/10 [NLP/Numerical Reasoning/QA] DROP : A reading comprehension Benchmark Requiring Discrete Reasoning Over the content of Paragraphs
- 2021/10/11 [NLP/Dialogue] Blenderbot 2.0 ; Internet-Augmented Dialogue Generation
- 2021/09/08 [NLP/Dialogue] Blenderbot 2.0 ; Beyond Goldfish Memory: Long-Term Open-Domain Conversation
- 2021/06/24 KCC 2021 흥미로운 논문 bookmark
- 2021/06/18 [NLP/PLM] GPT III model
- 2021/06/11 [NLP/PLM] GPT model ; Improving Language Understanding by Generative Pre-Training
- 2021/06/06 [NLP/PLM] XLNET model
- 2021/06/04 [NLP/PLM] ELECTRA model
- 2021/06/02 [NLP/PLM/Korea] Korean Pre-train Language Models
- 2021/05/07 [Stanford/CS224n] [14] Transformers and self attention for generative models
- 2021/05/03 [Stanford/CS224n] [13] Contextual Word Representation and Pretraining
- 2021/05/01 [Stanford/CS224n] [12] Subword Models
- 2021/04/30 [Stanford/CS224n] [11] ConvNets for NLP
- 2021/04/24 [Stanford/CS224n] [8] Machine Translation, Seq2Seq and Attention
- 2021/04/22 [Stanford/CS224n] [4] Question Answering
- 2021/04/22 [Stanford/CS224n] [4] Language model and RNN
- 2021/04/21 [Stanford/CS224n] [4] backpropagation & computational graph
- 2021/04/19 [Stanford/CS224n] [5] Dependency Parsing
- 2021/04/16 [Stanford/CS224n] [3] Word Window Classification, Neural Networks, and Matrix Calculus
- 2021/04/15 [Stanford/CS224n] [2] Word Vectors & Word Senses
- 2021/04/13 [Stanford/CS224n 심화] word2vec 구현하기
- 2021/04/11 [Stanford/CS224n] [1] Word Vectors
- 2021/04/09 [Survey/NLP/DP] A Survey of Unsupervised Dependency Parsing
- 2021/04/03 [Stanford/CS224n] Natural Language Processing with Deep Learning
- 2021/03/23 [NLP] Dependency Parser
- 2021/03/21 [NLP] Mutual Information
- 2021/03/21 [Survey/NLP/RE] A Review and Outlook for Relation Extraction
- 2021/03/19 [NLP/RE] Matching the Blanks: Distributional Similarity for Relation Learning
- 2021/03/16 [NLP/PLM] BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding
- 2021/02/25 [Tensorflow] data type 변경하기
- 2021/02/18 [Python] konlpy 형태소 분류기 비교
- 2021/02/17 [Python] hwp를 pdf로 바꾸기
- 2021/02/14 [NLP/Attention] Attention is All You Need
- 2021/02/12 [ML/DL] ExtraTreesClassifier, XGBoost : further Ensemble model
- 2021/02/06 [NLP paper] Text Classification Algorithms: A Survey + NLP 용어 정리
- 2021/02/05 [Python] 백준 알고리즘 DP - 1315
- 2021/02/04 [Python] 백준 알고리즘 DFS - 2667
- 2021/02/04 [Python] 백준 알고리즘 DP - 15486
- 2021/02/03 [Python] 백준 알고리즘 BFS - 7576
- 2021/02/03 [Python] 백준 알고리즘 BFS - 1012
- 2021/02/02 [Python] 백준 알고리즘 BFS - 1697
- 2021/02/01 [Python] 백준 알고리즘 DFS - 1260
- 2021/01/30 [ML/DL] Ensemble & Decision Tree - 핸즈온 머신러닝 Chap 7
- 2021/01/29 [ML/DL] Decision Tree - 핸즈온 머신러닝 Chap 6
- 2021/01/25 [NLP] What is ELMO ?
- 2021/01/23 [모두를 위한 딥러닝2 Pytorch] RNN (1)
- 2021/01/23 [모두를 위한 딥러닝2 Pytorch] CNN with mnist
- 2021/01/22 [ML/DL] support vector machine (SVM) - 핸즈온 머신러닝 Chap 5
- 2021/01/21 [모두를 위한 딥러닝2 Pytorch] Relu, Weight Initialization, Dropout, Batch Normalization
- 2021/01/20 [NLP paper] Natural Language Processing Reveals Vulnerable Mental Health Support Groups and Heightened Health Anxiety on Reddit During COVID-19: Observational Study
- 2021/01/20 [모두를 위한 딥러닝2 Pytorch] Perceptron, MLP
- 2021/01/19 [NLP] n-gram란 ?
- 2021/01/19 [ML/DL] Unsupervised Learning - 핸즈온 머신러닝 Chap 9
- 2021/01/18 get, post, router, middleware ? - 내가 몰라서 정리하는 기본 용어
- 2021/01/18 [ML/DL] 차원축소 Dimension reduction (projection, manifold + t-sne, LDA) - 핸즈온 머신러닝 Chap 8
- 2021/01/17 [NLP] TF-IDF란 ?
- 2021/01/16 [모두를 위한 딥러닝2 Pytorch] Tips for DL
- 2021/01/15 [모두를 위한 딥러닝2 Pytorch] Softmax Classification
- 2021/01/14 [모두를 위한 딥러닝2 Pytorch] Logistic Regression
- 2021/01/14 [모두를 위한 딥러닝2 Pytorch] Multivariable Linear regression & Loading data
- 2021/01/14 [모두를 위한 딥러닝2 Pytorch] Linear Regression , GD
- 2021/01/13 [모두를 위한 딥러닝2 Pytorch] Tensor Manipulation
- 2021/01/12 [ML/DL] regression, classification, Model traning - 핸즈온 머신러닝 Chap 3,4
- 2021/01/11 [ML/DL] Overall Machine Learning - 핸즈온 머신러닝 Chap 1,2
- 2021/01/11 DL 복습을 시작하며
- 2021/01/07 [Issue] MacOS 에서 Mecab 사용, 형태소 추가하기 + Error
- 2021/01/05 MongoDB 사용법 [1] cluster 만들기
- 2020/11/14 [Python] 백준 알고리즘 graph : DFS,BFS + 문제풀이 1280, 7576
- 2020/10/30 [Programmers] SQL 알고리즘 [5] string & date - 이름에 el이 들어가는 동물 찾기, 오랜 기간 보호한 동물, DATETIME에서 DATE로 형 변환
- 2020/10/30 [Programmers] SQL 알고리즘 [4] JOIN - 없어진 기록 찾기, 있었는데요 없었습니다, 오랜 기간 보호한 동물, 보호소에서 중성화한 동물
- 2020/10/30 [Programmers] SQL 알고리즘 [3] Group by & is null - 고양이와 개는 몇마리 있을까, 입양시각 구하기, 이름이 있는/없는 동물의 id
- 2020/10/29 [Programmers] SQL 알고리즘 [2] Sum min max - 최댓값 구하기, 최솟값 구하기, 동물 수 구하기 , 중복 제거
- 2020/10/29 [Programmers] SQL 알고리즘 [1] Select - 모든 레코드 조회하기 , 아픈 동물 찾기, 상위 n개 레코드
- 2020/10/29 [Programmers] 알고리즘 오랜만에 복습 [6] heap, stack, queue, hash - 더 맵게, 주식 가격, 다리를 지나는 트럭, 위장
- 2020/10/29 [Issue]내 지킬 블로그 업로드가 안된다 왜지 ..? [2탄]
- 2020/10/28 [Programmers] 알고리즘 오랜만에 복습 [5] DP, sort - n으로 표현, 가장 큰 수
- 2020/10/28 [Programmers] 알고리즘 오랜만에 복습 [4] 완전탐색 & greedy - 카펫, 섬 연결하기
- 2020/10/27 [Programmers] 알고리즘 오랜만에 복습 [3] BFS,DFS - 타켓 넘버, 네트워크
- 2020/10/26 [Programmers] 알고리즘 오랜만에 복습 [2] Graph - 가장 먼 노드
- 2020/10/26 [Programmers] 알고리즘 오랜만에 복습 [1] Binary Search - 입국심사, 징검다리
- 2020/09/29 [Issue]내 지킬 블로그 업로드가 안된다 왜지 ..?
- 2020/09/26 pycon 2020 내가 보려고 정리하는 관심 topics
- 2020/08/31 [Python] 백준 알고리즘 이진탐색 알고리즘(binary search): 1654, 2805, 10815, 11662
- 2020/08/31 [Python] 백준 알고리즘 탐욕 알고리즘(greedy): 11047, 2875, 10610, 1783, 1931, 11399, 2873, 1744
- 2020/08/30 [Pypl] pip 패키지 만들기
- 2020/08/03 [Python] 백준 알고리즘 완전탐색 : Brute Force) 1476, 9095, 10819, 10971, 1697, 1963, 9019, 2251
- 2020/08/03 [Python] 백준 알고리즘 분할정복(divide & conquer): 문제풀이 11728, 1780, 11729, 1992, 2447, 1517, 2261
- 2020/07/28 [Python] 백준 알고리즘 dp : 문제풀이 [1] 1463, 11726, 11727, 2156, 2011
- 2020/07/20 [Python] 백준 알고리즘 graph : DFS,BFS + 문제풀이 1260, 11724, 10451, 2331, 2667, 4963, 7576, 2178, 2146
- 2020/07/14 [Python] 자료구조 구현[2] : tree, heap, graph
- 2020/07/13 [Python] 자료구조 구현[1] : stack, queue, linked list
- 2020/07/10 [Python] 백준 알고리즘 PS: 문제출이 2609, 6588 [최대공약수, 최소공배수, 소수]
- 2020/07/08 [Python] 백준 알고리즘 PS: 문제출이 1463 [DP]
- 2020/07/08 [Python] 백준 알고리즘 PS: 입출력 문제출이 (1000, 2558, 11718, 2438, 2522, 2442, 10991)
- 2020/07/02 Golang: 문법 정리글 모음
- 2020/06/25 [Python]SW test & enhancement: TDD
- 2020/06/01 My ROLE-MODEL
- 2020/05/28 Database [8]: 오라클 - 뷰와 시스템 카탈로그
- 2020/05/25 [RNN]Seq2Seq : Neural Machine Translation 이론
- 2020/05/25 [Python]Variable parameter: packing & unpacking
- 2020/05/21 [Issue]Script Shell file with colab: th command not found
- 2020/05/20 [Issue]Google colab에서 luarocks 사용하기
- 2020/05/15 How to use BioPython: Alignment with muscle
- 2020/05/12 Database [7]: 릴레이션 정규화
- 2020/05/12 Database [6]: 물리적 데이터베이스 설계
- 2020/05/11 Database [5]: 데이터베이스 설계와 ER 모델
- 2020/05/10 Database [4]: 관계 대수와 SQL
- 2020/05/10 Database [3]: 오라클
- 2020/05/09 Database [2]: 관계 데이터 모델과 제약조건
- 2020/05/09 Database [1]: 데이터베이스 시스템