[Prior Research Team, Ji-Hyun Song] The TadGAN algorithm developed by the MIT research team is known to have better performance than previously known models in detecting anomalies by analyzing time series data. Currently, many companies researching anomaly detection are working in various fields (financial…
[Service Development Team Jeon Jeon Jeon] The digital transformation of companies accelerated by Corona 19 continues to increase the value of data. The need for change in various industries as well as specialized IT companies is raising ransom money for data specialists.
OpenAI's GPT-3 is a large language model with a parameter count of up to 175B. Despite the surprising results of GPT-3, it is not open source, so if you want to try it, try AI Dungeon (https://play.aidungeon.io/main/landing) or Philosopher AI (https://philosopherai.com/). ) Through a site such as...
DensePhrases is an open domain Q&A technology created by Jinhyuk Lee at Korea University, and was published as a paper titled “Learning Dense Representations of Phrases at Scale”. Here is a link to the paper: Given a question, the best paragraph from Wikipedia's nearly 60 billion paragraphs…
Paperswithcode, which provides information on various papers in the field of AI, linked open source, and SOTA, provides links to over 3,000 useful datasets. Of these, there are 851 data sets for text, limited to Korean…
Building a conversation system that allows humans to have natural-looking conversations with virtual agents is a difficult task in natural language processing and is the basis for much ongoing research. Ubuntu Dialogue Corpus addresses various Ubuntu-related issues…
We share a set of Korean profanity data collected and labeled by Joonhee Jo. It is gathered from multiple communities, and seems to be suitable for evaluation of real-world data. Below is a description of the data set: The Data Description statement is classified as swearword...
Multimodal EmotionLines Dataset (MELD) is a multimodal extension of EmotionLines, an emotionally labeled dialogue data set. MELD contains the same dialog instances available in EmotionLines, but audio and visual forms along with text…
The first stable version 1.0 of the Huggingface Datasets library has been released, making it easy to use NLP datasets and evaluation metrics. Currently, we support about 100 datasets and evaluation metrics (about 10) for each dataset.
