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personal_paper_reading's Introduction

Papers and Articles Collection

Purpose: Share what I've read

宗旨: 学习分享

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Topic-1 — Transformers

1. Articles List 文章列表

  1. The Illustrated Transformer
  2. Interfaces for Explaining Transformer Language Models

2. Papers List 论文列表

  1. Transformer Models : An Introduction and catalog

Img_01 : Transformers Family Tree

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Img_02 : Transformer timeline

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  1. 复旦 A Survey of Transformers
  2. 微软 Foundation Transformers --------------- github项目

Topic-2 — Prompt / In-Context Learning

1. Articles List 文章列表

  1. How does in-context learning work? A framework for understanding the differences from traditional supervised learning

  2. Extrapolating to Unnatural Language Processing with GPT-3's In-context Learning: The Good, the Bad, and the Mysterious

2. Papers List 论文列表

  1. 复旦 Late Prompt Tuning: A Late Prompt Could Be Better Than Many Prompts

    github项目

  2. 清华 ProQA: Structural Prompt-based Pre-training for Unified Question Answering

    github项目

  3. 清华 OpenPrompt: An Open-source Framework for Prompt-learning

    github项目

  4. Stanford An Explanation of In-context Learning as Implicit Bayesian Inference

    github项目

Topic-3 — Sentiment Analysis

1. Articles List 文章列表

waiting 。。。

2. Papers List 论文列表

  1. 美团 ASAP: A Chinese Review Dataset Towards Aspect Category Sentiment Analysis and Rating Prediction

    github项目

  2. 复旦 A Unifified Generative Framework for Aspect-Based Sentiment Analysis

    githu项目

  3. CPED: A Large-Scale Chinese Personalized and Emotional Dialogue Dataset for Conversational AI

    github项目

Topic-4 — Large Language Model 大语言模型

1. Articles List 文章列表

waiting 。。。

2. Papers List 论文列表

  1. Google Emergent Abilities of Large Language Models

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