Generative Data Intelligence

Tag: text generation

8 AI Companies Generating Creative Advertising Content

After the introduction of Generative Adversarial Networks (GANs) in 2014, a whole new era for AI image synthesis began. The latest GAN architectures...

Token Manipulation Generative Adversarial Network for Text Generation. (arXiv:2005.02794v1 [stat.ML])

Download PDF Abstract: MaskGAN opens the query for the conditional language model by filling in the blanks between the...

POINTER: Constrained Text Generation via Insertion-based Generative Pre-training. (arXiv:2005.00558v1 [cs.CL])

Download PDF Abstract: Large-scale pre-trained language models, such as BERT and GPT-2, have achieved excellent performance in language representation...

The Best NLP Papers From ICLR 2020

I went through 687 papers that were accepted to ICLR 2020 virtual conference (out of 2594 submitted  –  up 63% since 2019!) and identified 9 papers with the potential to advance the use of deep learning NLP models in everyday use cases. Here are the papers found and why they matter.   ELECTRA: Pre-training Text […]

The post The Best NLP Papers From ICLR 2020 appeared first on TOPBOTS.

Explaining Question Answering Models through Text Generation. (arXiv:2004.05569v1 [cs.CL])

(Submitted on 12 Apr 2020) Abstract: Large pre-trained language models (LMs) have been shown to perform surprisingly well when fine-tuned on...

Inferential Text Generation with Multiple Knowledge Sources and Meta-Learning. (arXiv:2004.03070v1 [cs.CL])

(Submitted on 7 Apr 2020) Abstract: We study the problem of generating inferential texts of events for a variety of commonsense...

AI Approaches For Text Generation In Marketing & Advertising Use Cases

Want to know the state-of-the-art applications of AI to marketing, but don’t have the time to cull through the latest research papers...

Top 10 Technical AI and Machine Learning Conferences in 2020

The AI & ML field is growing at a very fast rate, and as a research scientist or ML engineer, you definitely want...

2020 AI Predictions From IBM, Others See Focus on Performance, IT Measurement

By AI Trends Staff IBM Research AI has released its five AI predictions for 2020, in a research blog post from...

AI is talking to you. But does it understand what it says?

Let’s say you’re in a room, alone.You look around. The room doesn’t have any windows or doors, just a small slot in one...

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