papers.md

Shelf.Papers

Table Of Contents

• Artificial Intelligence
  • Machine Learning and Deep Learning
    • Deep Neural Networks
      • Attention
      • Transformers
    • Natural Language Processing
      • Text Processing
        • Corpus
        • Natural language Understanding
        • Natural language Generation
          • Language Modeling
          • Paraphrase Generation
      • Speech Processing
        • Text To Speech
        • Speech Recognition

Attention

• All you need to know about ‘Attention’ and ‘Transformers’ — In-depth Understanding — Part 1

Transformers

• A Gentle Introduction to Positional Encoding In Transformer Models, Part 1
• All you need to know about ‘Attention’ and ‘Transformers’ — In-depth Understanding — Part 2
• A Survey of Transformers
• Syntactic Knowledge-Infused Transformer and BERT models

Corpus

• Lessons from building a Persian written corpus: Peykare

Language Modeling (LM)

• Chain of Thought Prompting Elicits Reasoning in Large Language Models
• naab: A ready-to-use plug-and-play corpus for Farsi

Text To Speech (TTS)

• طراحی و ضبط پایگاه دادگان گفتاری برای سیستم های تبدیل متن به گفتار فارسی

Speech Recognition (ASR | STT)

• Whisper Robust Speech Recognition via Large-Scale Weak Supervision

Paraphrase Generation

• ParaSCI: A Large Scientific Paraphrase Dataset for Longer Paraphrase Generation
• ExaPPC: a Large-Scale Persian Paraphrase Detection Corpus
• Paraphrase Generation: A Survey of the State of the Art
• Joint Copying and Restricted Generation for Paraphrase
• Paraphrasing with Large Language Models

Natural Language Understanding

• PARSINLU: A Suite of Language Understanding Challenges for Persian