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24 Useful Open Datasets for Natural Language Processing
Natural language processing forms the foundation of innovation in artificial intelligence. We want machines that sound like us, understand us, and take on tasks previously only possible through human interaction. As a result, the company or developer that finally cracks the language code will usher in... Read more
Top NLP Sessions Coming to ODSC West 2021
Recent years have seen the rapid advancement of NLP, making it difficult for all but the most dedicated to stay abreast of all the new developments, innovations, and cutting-edge technologies. To help you stay current with the latest advances in NLP, ODSC West is hosting several... Read more
Top Recent NLP Research
Natural language processing (NLP) including conversational AI is arguably one of the most exciting technology fields today. NLP is important because it works to resolve ambiguity in language and adds useful analytical structure to the data for a plethora of downstream applications such as speech recognition... Read more
The Warmup Guide to Hugging Face
Since it was founded, the startup, Hugging Face, has created several open-source libraries for NLP-based tokenizers and transformers. One of their libraries, the Hugging Face transformers package, is an immensely popular Python library providing over 32 pre-trained models that are extraordinarily useful for a variety of... Read more
Natural Language Processing: The Trends Shaping Adoption in 2021
Last year, John Snow Labs and Gradient Flow issued the first NLP Industry Survey, exploring the applications, practices, and challenges practitioners face when deploying natural language processing (NLP) technology. Now, in its second year, the research gives a new outlook on what transpired over the last... Read more
Vision Transformer and its Applications
Editor’s note: Rowel is a speaker for ODSC APAC 2021. Be sure to check out his talk, “Vision Transformer and its Applications,” there! Since the idea of using Attention in natural language processing (NLP) was introduced in 2017 , transformer-based models have dominated performance leaderboards in... Read more
Take a Deep Dive into NLP at ODSC APAC 2021
ODSC APAC 2021 is right around the corner this September 15-16th, and while there’s something for everyone, NLP is sticking out as one of the focal points of this conference. Natural language processing is indeed special in the APAC region, namely because there’s a greater need... Read more
AI Experts on Different Language NLP Datasets in APAC
Natural language processing (NLP) has taken hold across every country, industry, and field of study. As language becomes the predominant form of data, researchers and data science professionals are looking at ways to harness language to obtain informative results. In the APAC region, NLP faces its... Read more
NLP in eCommerce
Computers understanding human language is a fascinating area and has piqued interest since the 1950s. 70 years later we still are continuing to solve the problem. This could be because human expressions are very varied and possibly the advancement in algorithms has yet to catch up... Read more
NLP Without a Readymade Dataset
Natural Language Processing (NLP) is a part of many day-to-day applications we use. A popular depiction of NLP is full of various algorithms, state-of-the-art neural network architectures, and so on. While it is not far from reality, it also gives an incomplete picture. A typical NLP... Read more