DaNing的博客

 Introduction: Vector Quantization
Introduction: Vector QuantizationVector QuantizationAutoEncoder(AE)由Encoder和Decoder组成, Encoder将图像压缩为一个低维的隐向量(Latent), 再由
2024-07-16  深度学习
VQ VQ-VAE VQ-GAN
 Multimodal Large Language Model 总结
本文前置知识: Vision & Language Pretrained Model 总结. Multimodal Large Language Model 总结最近MLLM的进展实在是太快了, 必须得赶紧写一篇博客出来了… 再
2024-07-03  深度学习
MLLM MM
 通用信息抽取(下) - UniEX, Mirror, RexUIE
本文前置知识: 通用信息抽取(上) - UIE, USM, InstructUIE. 通用信息抽取(下) - UniEX, Mirror, RexUIE本文为介绍通用信息抽取领域经典模型的下篇, 将会介绍了UniEX, Mirror
2024-05-29  深度学习
NER EE IE UIE RE
 通用信息抽取(上) - UIE, USM, InstructUIE
2024.5.27: 稍微补充了UIE的其中一个改进版MetaRetriever. 本文前置知识: T5: Exploring the Limits of Transfer Learning with a Unified Text-to
2024-01-21  深度学习
NER EE IE UIE RE
 2024-元旦
2024-元旦都有小半年没更新博客了, 已经鸽了好久了… 首先祝大家元旦快乐! 这半年来, 找工作和申博我都试了试, 最后是选择了自己觉得更合适的一条路, 也算是人生中做的一个关键的节点吧. 2023年是LLM横行霸道的一年, 我印象中光是
2024-01-01  心情随笔
心情随笔
 Vision & Language Pretrained Model 总结
2024.4.21: 添加CoCa, 并修改对WPA的描述. 2024.4.23: 增加了BLIP-2的部分描述. Vision & Language Pretraining 总结本文只是以总结的形式梳理了近期比较有代表性的VL
2023-07-18  深度学习
MM VLP
 Large Model并行优化
Large Model并行优化为什么要并行优化?大就是好, 虽然丛2019年人们的认识普遍就是大就是好, 这个概念在当今依然没有被改变, 只是有了更深刻的认识. 所以, 为什么要并行? 虽然大就是好, 模型太大显存吃不消(空间)
2023-06-01  深度学习
并行计算 分布式 ZeRO
 QIDN: Query-based Instance Discrimination Network for Relational Triple Extraction
Query-based Instance Discrimination Network for Relational Triple Extraction本文是论文Query-based Instance Discrimination Net
2023-02-10  深度学习
RTE ERE
 UniRel: Unified Representation and Interaction for Joint Relational Triple Extraction
UniRel: Unified Representation and Interaction for Joint Relational Triple Extraction本文是论文UniRel: Unified Representation
2023-01-03  深度学习
RTE
 OneEE: A One-Stage Framework for Fast Overlapping and Nested Event Extraction
OneEE: A One-Stage Framework for Fast Overlapping and Nested Event Extraction本文是论文OneEE: A One-Stage Framework for Fast
2022-11-21  深度学习
EE
 W2NER: Unified Named Entity Recognition as Word - Word Relation Classification
W2NER: Unified Named Entity Recognition as Word - Word Relation Classification本文是论文Unified Named Entity Recognition as W
2022-10-16  深度学习
NER
 UniRE: A Unified Label Space for Entity Relation Extraction
UniRE: A Unified Label Space for Entity Relation Extraction本文是论文UniRE: A Unified Label Space for Entity Relation Extract
2022-09-22  深度学习
ERE
PFN: A Partition Filter Network for Joint Entity and Relation Extraction

Two are Better than One: Joint Entity and Relation Extraction with Table - Sequence Encoders
