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Knowledge Graph Embedding(KGE)
- 2019.06.15--Knowledge Graph Embedding: A Survey of Approaches and Applications
- 2019.06.19--TransE: Translate Embedding for modeling multi-relation Data
- 2019.06.22--TransH: Knowledge Graph Embedding by Translating on Hyperplanes
- 2019.06.24--TransR: Learning Entity and Relation Embedding for Knowledge Graph Completion
- 2019.06.28--TransD: Knowledge Graph Embedding via Dynamic Mapping Matrix
- 2019.07.01--TranSparse: Knowledge Graph Completion with Adaptive Sparse Transfer Matrix
- 2019.07.03--TransM: Transition-based Knowledge Graph Embedding with Relation Mapping
- 2019.07.08--Poincare Embedding for Learning Hierarchical Representations
- 2019.07.15--TransF: Knowledge Graph Embedding by Flexible Translation
- 2019.07.22--TransA: An Adaptive Approach for Knowledge Graph Embedding
- 2019.07.29--KG2E: Learning to Represent Knowledge Graphs with Gaussian Embedding
- 2019.08.02--TransG : A Generative Model for Knowledge Graph Embedding
- 2019.08.02--PTransE: Modeling Relation Paths for Representation Learning of Knowledge Bases
- 2019.08.13--MuPR: Multi-relation Poincare Graph Embedding
- 2019.08.20--Learning Attention-based Embeddings for Relation Prediction in Knowledge Graphs
- 2019.08.26--ConvE: Convolutional 2D Knowledge Graph Embeddings
- 2019.08.27--TuckER: Tensor Factorization for Knowledge Graph Completion
- 2019.09.03--ROTATE: Knowledge Graph Embedding By Relational Rotation In Complex Space
- 2019.09.13--Relation Embedding with Dihedral Group in Knowledge Graph
- 2019.09.14--HyperKG: Hyperbolic Knowledge Graph Embeddings for Knowledge Base Completion
- 2019.09.15--KG-BERT: BERT for Knowledge Graph Completion
- 2019.10.10--Learning Attention-based Embeddings for Relation Prediction in Knowledge Graphs
- 2019.10.15--Dihedral: Relation Embedding with Dihedral Group in Knowledge Graph
- 2019.11.03--CapsE: A Capsule Network-based Embedding Model for Knowledge Graph Completion and Search Personalization
- 2019.12.11--InteractE: Improving Convolution-based Knowledge Graph Embeddings by Increasing Feature Interactions
- 2019.12.12--A Re-evaluation of Knowledge Graph Completion Methods
- 2019.12.12--Toward Understanding The Effect Of Loss function On Then Performance Of Knowledge Graph Embedding
- 2019.12.20--HAKE: Learning Hierarchy-Aware Knowledge Graph Embeddings for Link Prediction
- 2020.11.20--RatE: Relation-Adaptive Translating Embedding for Knowledge Graph Completion
- 2020.11.21--Duality-Induced Regularizer for Tensor Factorization Based Knowledge Graph Completion
QA
- 2019.07.29--Benben: A Chinese Intelligent Conversational Robot
- 2019.08.08--Knowledge Graph Embedding Based Question Answering
- 2019.09.05--CN-DBpedia: A Never-Ending Chinese Knowledge Extraction System
- 2020.07.10--The Design and Implementation of XiaoIce, an Empathetic Social Chatbot
- 2020.10.20--RocketQA: An Optimized Training Approach to Dense Passage Retrieval for Open-Domain Question Answering
- 2020.10.25--混合语义相似度的中文知识图谱问答系统
- 2020.10.26--DUTIR中文开放域知识库问答评测报告
PTMs
- 2019.04.15--BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding
- 2019.10.15--ResNet: Deep Residual Learning for Image Recognition
- 2019.12.20--ERNIE: Enhanced Representation through Knowledge Integration
- 2020.02.19--ELMO: Deep contextualized word representations
- 2020.02.22--GPT: Improving Language Understanding by Generative Pre-Training
- 2020.03.11--RoBERTa: A Robustly Optimized BERT Pretraining Approach
- 2020.03.20--ALBERT: A LITE BERT FOR SELF-SUPERVISED LEARNING OF LANGUAGE REPRESENTATIONS
- 2020.03.24--Unified Language Model Pre-training for Natural Language Understanding and Generation
- 2020.04.01--GPT-2: Language Models are Unsupervised Multitask Learners
- 2020.04.21--Transformer-XL: Attentive Language Models Beyond a Fixed-Length Context
- 2020.04.22--XLNet: Generalized Autoregressive Pretraining for Language Understanding
- 2020.12.09--CoLAKE: Contextualized Language and Knowledge Embedding
Other
- 2019.03.12--BiLSTM-CRF: Bidirectional LSTM-CRF Models for Sequence Tagging
- 2019.03.20--Attention: Attention Is All You Need
- 2020.01.10--TextCNN: Convolutional Neural Networks for Sentence Classification
- 2020.02.15--An overview of gradient descent optimization algorithms
- 2020.03.26--Enriching Word Vectors with Subword Information
- 2020.03.26--fastText: Bag of Tricks for Efficient Text Classification
本作品采用 知识共享署名-相同方式共享 4.0 国际许可协议 进行许可。
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