Essays about: "Resumes"

Showing result 1 - 5 of 19 essays containing the word Resumes.

1. 1. Advantages and Disadvantages of a Web-Based, Interactive Resume : A Qualitative Case Study

   University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

   Author : Nicole Wijkman; Karolina Sjökvist; [2023]
   Keywords : CV; resume; recruitment process; resume format; user experience; CV; rekryteringsprocess; CV-format; användarupplevelse;

   Abstract : This thesis examines the advantages and disadvantages of interactive resumes in comparison to traditional static formats, with a specific focus on their relevance in the consultancy industry. Despite the prevalent use of resumes in job applications, there is a lack of research on the merits and drawbacks of interactive resumes in relation to their static counterparts. READ MORE

3. 2. Evaluating Text Summarization Models on Resumes : Investigating the Quality of Generated Resume Summaries and their Suitability as Resume Introductions

   University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

   Author : Amanda Krohn; [2023]
   Keywords : Natural language processing; Abstractive text summarization; Transformer architecture; Fine-tuning; Resumes; Språkteknologi; Abstrakt textsammanfattning; Transformer-arkitektur; Finjustering; CV;

   Abstract : This thesis aims to evaluate different abstractive text summarization models and techniques for summarizing resumes. It has two main objectives: investigate the models’ performance on resume summarization and assess the suitability of the generated summaries as resume introductions. READ MORE

4. 3. Exploring State-of-the-Art Natural Language Processing Models with Regards to Matching Job Adverts and Resumes

   University essay from Uppsala universitet/Avdelningen för systemteknik

   Author : Lise Rückert; Henry Sjögren; [2022]
   Keywords : Deep Learning; Natural Language Processing; SBERT; Cosine similarity; Recruitment; Triplet network; Semantic similarity;

   Abstract : The ability to automate the process of comparing and matching resumes with job adverts is a growing research field. This can be done through the use of the machine learning area Natural Language Processing (NLP), which enables a model to learn human language. READ MORE

5. 4. Knowledge Distillation for Semantic Segmentation and Autonomous Driving. : Astudy on the influence of hyperparameters, initialization of a student network and the distillation method on the semantic segmentation of urban scenes.

   University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

   Author : Juan Sanchez Nieto; [2022]
   Keywords : Knowledge Distillation; Autonomous Driving; Semantic Segmentation; Cityscapes.; Kunskapsdestillation; Autonom Körning; Semantisk Segmentering; Stadslandskap.;

   Abstract : Reducing the size of a neural network whilst maintaining a comparable performance is an important problem to be solved since the constrictions on resources of small devices make it impossible to deploy large models in numerous real-life scenarios. A prominent example is autonomous driving, where computer vision tasks such as object detection and semantic segmentation need to be performed in real time by mobile devices. READ MORE

6. 5. Text ranking based on semantic meaning of sentences

   University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

   Author : Olivia Stigeborn; [2021]
   Keywords : Natural language processing; Word Embedding; Resume Ranking; Semantic meaning; Språkteknologi; Ordinbäddning; CV rankning; Semantisk betydelse;

   Abstract : Finding a suitable candidate to client match is an important part of consultant companies work. It takes a lot of time and effort for the recruiters at the company to read possibly hundreds of resumes to find a suitable candidate. READ MORE