CS-E407505 - Special Course in Machine Learning, Data Science and Artificial Intelligence D: Recent Advances in Natural Language Generation, Lectures, 11.1.2022-5.4.2022

Topic outline

• Seminar
  This section will contain activities for choosing a paper to present and a time slot to present it. Quizzes for the papers will be published here too. 

  • Select activity List of seminar papers

    

    List of seminar papers File PDF

    You will be able to select your seminar paper from this list. A separate sheet for making the selection will be shared after the second lecture. Alternatively, you can propose your own paper, but you should ask Eric about the suitability of the paper before the selection deadline (Jan 19).
    

  • Select activity Seminar paper selection spreadsheet

    Not available unless: You belong to any group

    

    Seminar paper selection spreadsheet URL
  • Select activity 1.02 Between words and characters: A Brief History of Open-Vocabulary Modeling and Tokenization in NLP

    

    1.02 Between words and characters: A Brief History of Open-Vocabulary Modeling and Tokenization in NLP Quiz
  • Select activity 1.02 Encode, Tag, Realize: High-Precision Text Editing

    

    1.02 Encode, Tag, Realize: High-Precision Text Editing Quiz
  • Select activity 8.02 Unsupervised Neural Machine Translation with Generative Language Models Only

    

    8.02 Unsupervised Neural Machine Translation with Generative Language Models Only Quiz
  • Select activity 8.02 SynthBio: A Case Study in Human-AI Collaborative Curation of Text Dataset

    

    8.02 SynthBio: A Case Study in Human-AI Collaborative Curation of Text Dataset Quiz
  • Select activity 15.02 Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer

    

    15.02 Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer Quiz
  • Select activity 15.02 Improving language models by retrieving from trillions of tokens

    

    15.02 Improving language models by retrieving from trillions of tokens Quiz
  • Select activity 1.03 BART: Denoising Sequence-to-Sequence Pre-training for NaturalLanguage Generation, Translation, and Comprehension

    

    1.03 BART: Denoising Sequence-to-Sequence Pre-training for NaturalLanguage Generation, Translation, and Comprehension Quiz
  • Select activity 1.03 Generating similes effortlessly like a Pro:A Style Transfer Approach for Simile Generation

    

    1.03 Generating similes effortlessly like a Pro:A Style Transfer Approach for Simile Generation Quiz
  • Select activity 8.03 Language (Technology) is Power: A Critical Survey of “Bias” in NLP

    

    8.03 Language (Technology) is Power: A Critical Survey of “Bias” in NLP Quiz
  • Select activity 8.03 Ethical and social risks of harm from Language Models

    

    8.03 Ethical and social risks of harm from Language Models Quiz
  • Select activity 15.03 Few-Shot Text Generation with Natural Language Instructions

    

    15.03 Few-Shot Text Generation with Natural Language Instructions Quiz
  • Select activity 15.03 Language Models are Few-Shot Learners

    

    15.03 Language Models are Few-Shot Learners Quiz
  • Select activity 22.03 Smart Reply: Automated Response Suggestion for Email

    

    22.03 Smart Reply: Automated Response Suggestion for Email Quiz
  • Select activity 22.03 LaMDA: Language Models for Dialog Applications

    

    22.03 LaMDA: Language Models for Dialog Applications Quiz
  • Select activity 29.03 Generative Spoken Language Modeling from Raw Audio

    

    29.03 Generative Spoken Language Modeling from Raw Audio Quiz
  • Select activity 29.03 Plug and Play Language Models: A Simple Approach to Controlled Text Generation

    

    29.03 Plug and Play Language Models: A Simple Approach to Controlled Text Generation Quiz