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New GPT-3 capabilities: Edit & insert
OpenAI has updated its GPT-3 language model to include editing and inserting capabilities. This means the model can now modify existing text instead o...
AI
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Guiding Text Generation with Constrained Beam Search in 🤗 Transformers
Researchers have proposed a new method for improving text generation using the popular Transformers model. The approach, called constrained beam searc...
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A research agenda for assessing the economic impacts of code generation models
OpenAI has outlined a research agenda to assess the potential economic impacts of code generation models. The agenda aims to study the effects on empl...
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Lessons learned on language model safety and misuse
OpenAI has published its thoughts on language model safety and misuse. The company describes its latest understanding of potential issues with deploye...
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Economic impacts research at OpenAI
OpenAI is seeking researchers to study the economic effects of its large language models. The goal is to understand how these models impact various in...
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BERT 101 - State Of The Art NLP Model Explained
BERT is a state-of-the-art natural language processing (NLP) model developed by Google. It uses a multi-layer bidirectional encoder to analyze text, a...
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Learning with not Enough Data Part 2: Active Learning
Active Learning is a technique used in machine learning when there's not enough labeled data for training. It involves selectively asking humans to la...
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Fine-Tune ViT for Image Classification with 🤗 Transformers
Hugging Face has released a tutorial on fine-tuning the Vision Transformer (ViT) model for image classification tasks. The tutorial uses the 🤗 Transfo...
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Solving (some) formal math olympiad problems
Researchers have developed a neural theorem prover that can solve certain formal math problems. The system uses Lean, a proof assistant language, and ...
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Getting Started with Sentiment Analysis using Python
The article discusses how to use Python for sentiment analysis, a technique used in natural language processing to determine the emotional tone of tex...
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Making automatic speech recognition work on large files with Wav2Vec2 in 🤗 Transformers
Researchers have developed a method to improve the performance of automatic speech recognition (ASR) on large audio files using Wav2Vec2 in 🤗 Transfor...
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Aligning language models to follow instructions
Researchers at OpenAI have developed a new type of language model called InstructGPT that is better at following user instructions than GPT-3. The mod...