Essays about: "Conditional Random Field CRF"
Showing result 1 - 5 of 6 essays containing the words Conditional Random Field CRF.
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1. An AI-based System for Assisting Planners in a Supply Chain with Email Communication
University essay from Blekinge Tekniska Högskola/Institutionen för datavetenskapAbstract : Background: Communication plays a crucial role in supply chain management (SCM) as it facilitates the flow of information, materials, and goods across various stages of the supply chain. In the context of supply planning, each planner manages thousands of supply chain entities and spends a lot of time reading and responding to high volumes of emails related to part orders, delays, and backorders that can lead to information overload and hinder workflow and decision-making. READ MORE
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2. Extracting Adverse Drug Reactions from Product Labels using Deep Learning and Natural Language Processing
University essay from KTH/Skolan för kemi, bioteknologi och hälsa (CBH)Abstract : Pharamacovigilance relates to activities involving drug safety monitoring in the post-marketing phase of the drug development life-cycle. Despite rigorous trials and experiments that drugs undergo before they are available in the market, they can still cause previously unobserved side-effects (also known as adverse events) due to drug–drug interaction, genetic, physiological or demographic reasons. READ MORE
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3. Named Entity Recognition for Social Media Text
University essay from Uppsala universitet/Institutionen för lingvistik och filologiAbstract : This thesis aims to perform named entity recognition for English social media texts. Named Entity Recognition (NER) is applied in many NLP tasks as an important preprocessing procedure. Social media texts contain lots of real-time data and therefore serve as a valuable source for information extraction. READ MORE
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4. CE Standard Documents Keyword Extraction and Comparison Between Different MachineLearning Methods
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : Conformité Européenne (CE) approval is a complex task for producers in Europe. The producers need to search for necessary standard documents and do the tests by themselves. READ MORE
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5. Grammatical Error Identification for Learners of Chinese as a Foreign Language
University essay from Uppsala universitet/Institutionen för lingvistik och filologiAbstract : This thesis aims to build a system to tackle the task of diagnosing the grammatical errors in sentences written by learners of Chinese as a foreign language with the help of the CRF model (Conditional Random Field). The goal of this task is threefold: 1) identify if the sentence is correct or not, 2) identify the specific error types in the sentence, 3) find out the location of the identified errors. READ MORE
