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IntroductionTable of ContentsWhat Is Text Summarization in NLP?Introduction to Sequence-To-Sequence (seq2seq) ModelingUnderstanding The Encoder-Decoder ArchitectureLimitations of The Encoder – Decoder ArchitectureThe Intuition Behind The Attention MechanismUnderstanding The Problem StatementHow Can We Improve The Model'S Performance Even further?How Does The Attention Mechanism Work?End Notes"I don't want a full report, just give me a summary of the results". I have often found myself in this situation – both in college as well as my professional life. We prepare a comprehensive report and the teacher/supervisor only has time to read the summary.Sounds familiar? Well, I decided to do something about it. Manually converting the report to a summarized version is too time taking, right? Could I lean on Natural Language Processing (NLP) techniques to help me out?This is where the awe...See more on analyticsvidhya.comA Comprehensive Guide to Build your own Language Model … 08, 2019OpenAI's GPT-2: A Simple Guide to Build the World's Most Advanced Text Generator in Python; So, let's see GPT-2 in action! About PyTorch-Transformers. Before we can start using GPT-2, let's know a bit about the PyTorch-Transformers library. We will be using this library we will use to load the pre-trained models.

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Sensor solutions for any range of CO 2 concentrations. GSS has developed two forms of optical path for the IR according to the concentration level of the CO 2 to be measured. For low CO 2 concentrations of 0-5%, a long optical path is needed to give the CO 2 molecules sufficient opportunity to absorb the IR light. For this, the company has a horseshoe light path (Figure 1).

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China Portable Toxic Gas Detector catalog of OEM Carbon Dioxide Detector Portable CO2 Gas Alarm (CO2), Ce Certified Hydrogen Fluorine Portable Mini Gas Detector (HF) provided by China manufacturer - Shenzhen Korno Import Export Co., Ltd., page2.

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The MicroSense magnetic metrology business was started as Digital Measurement Systems (DMS) over 25 years ago, and continued as a part of ADE Technologies since 1997. The MicroSense Vibrating Sample Magnetometer is the easiest to use and most sensitive VSM available: Measure the moment and coercivity of thin films.

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Jan 04, 2021CHESTER, ENGLAND, December 7, 2020 – NevadaNano Inc., the world's leading innovator in gas detection sensor technology, announced that Crowcon Detection Instruments Ltd., selected its Molecular Property Spectrometer (MPS) sensor for its Xgard Bright fixed gas detector. As one of the world's first fixed detectors with MPS, Xgard Bright is expected to set new standards in gas detection …

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