TrendCodeData Blender 2.0 overcomes the limitations of Open Domain chatbots

Handling Imbalanced Datasets

[Service Development Team Hwang Jun-sun] When supervising machine learning models, when a dataset with an unbalanced number of data between labels is used as training data, the phenomenon in which learning of samples belonging to a label with a small ratio is not performed well you will experience simply…

VisualData Blender 2.0 overcomes the limitations of Open Domain chatbots

Learning Loss for Active Learning

[Service Development Team, Kyunghwan Lee] We usually encounter unlabeled data bundles in the process of learning a model, and often run into data annotation problems. Labeling all unlabeled data is too time-consuming and expensive...

InteractionTrendData Blender 2.0 overcomes the limitations of Open Domain chatbots

Time Series Data Analysis_TadGAN

[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…

TrendData Blender 2.0 overcomes the limitations of Open Domain chatbots

The value of a data specialist

[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.

InteractionCodeData Blender 2.0 overcomes the limitations of Open Domain chatbots

GPT-Neo: Open Source GPT-3 Project

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...

Data Blender 2.0 overcomes the limitations of Open Domain chatbots

Ubuntu Dialog Corpus

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…