Part 5: Efforts for Responsible LLMs, PAKDD 2023 Tutorial 2:A Gentle Introduction to Technologies BehindLanguage Models and Recent Achievement in ChatGPT

【論文紹介】Google. 2023. PaLM 2 Technical Report

大規模言語モデルの驚異と脅威

okazaki_NAIST-DSC2022.pdf

infinity.pdf

A Cognitive Regularizer for Language Modeling (J Wei, C Meister, R Cotterell @ ACL-IJCNLP 2021)

Word Embeddings

DNN for Structural Data

Encoder Decoder Models

Feedforward Neural Network (I): Binary Classification

Feedforward Neural Network (II): Multi-class Classification

Convolutional Neural Network

Is Attention Interpretable?

How Deep Learning Changes Natural Language Processing