DaNing
ALBERT: A Lite BERT for Self-supervised Learning of Language Representations ALBERT: A Lite BERT for Self-supervised Learning of Language Representations
本文前置知识: BERT: 详见ELMo, GPT, BERT. ALBERT: A Lite BERT for Self-supervised Learning of Language Representations本文是论文AL
2021-06-29
UniLM: Unified Language Model Pre-training for Natural Language Understanding and Generation UniLM: Unified Language Model Pre-training for Natural Language Understanding and Generation
本文前置知识: BERT: 详见ELMo, GPT, BERT. UniLM: Unified Language Model Pre-training for Natural Language Understanding and G
2021-06-18
MASS: Masked Sequence to Sequence Pre - training for Language Generation MASS: Masked Sequence to Sequence Pre - training for Language Generation
本文前置知识; BERT: 详见ELMo, GPT, BERT. Transformer: 详见Transformer精讲. MASS: Masked Sequence to Sequence Pre-training for La
2021-06-08
SpanBERT: Improving Pre-training by Representing and Predicting Spans SpanBERT: Improving Pre-training by Representing and Predicting Spans
本文前置知识: BERT: 详见ELMo, GPT, BERT. SpanBERT: Improving Pre-training by Representing and Predicting Spans本文是论文SpanBERT:
2021-05-13
StructBERT: Incorporating Language Structures into Pre-training for Deep Language Understanding StructBERT: Incorporating Language Structures into Pre-training for Deep Language Understanding
本文前置知识: BERT: 详见ELMo, GPT, BERT. StructBERT: Incorporating Language Structures into Pre-training for Deep Language U
2021-05-04
BART和mBART BART和mBART
本文前置知识: Transformer: 详见Transformer精讲. BERT, GPT: 详见ELMo, GPT, BERT. BART和mBART本文是如下论文的阅读笔记和个人理解: BART: Denoising
2021-04-26
GAKE: Graph Aware Knowledge Embedding GAKE: Graph Aware Knowledge Embedding
GAKE: Graph Aware Knowledge Embedding本文是论文GAKE: Graph Aware Knowledge Embedding的阅读笔记和个人理解. Basic Idea在现有的KGE方法中, 都是基于三元组
2021-04-18
HAKE: Learning Hierarchy-Aware Knowledge Graph Embeddings for Link Prediction HAKE: Learning Hierarchy-Aware Knowledge Graph Embeddings for Link Prediction
本文前置知识: RotatE: 详见RotatE: Relational Rotation in Complex Vector Space Learning Hierarchy-Aware Knowledge Graph Embed
2021-04-11
ReInceptionE: Relation-Aware Inception Network with Joint Local-Global Structural Information for KGE ReInceptionE: Relation-Aware Inception Network with Joint Local-Global Structural Information for KGE
ReInceptionE: Relation-Aware Inception Network with Joint Local-Global Structural Information for KGE本文是论文ReInceptionE:
2021-04-10
KBAT: Learning Attention-based Embeddings for Relation Prediction in KGs KBAT: Learning Attention-based Embeddings for Relation Prediction in KGs
本文前置知识: GAT: 详见图神经网络入门. Learning Attention-based Embeddings for Relation Prediction in Knowledge Graphs本文是论文Learning
2021-04-04
CompGCN: Composition-based Multi-Relational Graph Convolutional Networks CompGCN: Composition-based Multi-Relational Graph Convolutional Networks
本文前置知识: GCN: 详见图神经网络入门 R - GCN: 详见R - GCN: Modeling Relational Data with Graph Convolutional Networks Composition-ba
2021-04-03
KEQA: Knowledge Graph Embedding Based Question Answering KEQA: Knowledge Graph Embedding Based Question Answering
Knowledge Graph Embedding Based Question Answering本文是论文Knowledge Graph Embedding Based Question Answering的阅读笔记和个人理解. Bas
2021-03-30
4 / 11