Essays about: "Code Summarization"

Found 4 essays containing the words Code Summarization.

  1. 1. The impact of Large Language Models on the publishing sectors : Books, academic journals, newspapers

    University essay from Linnéuniversitetet/Institutionen för kulturvetenskaper (KV)

    Author : Octavio Kulesz; [2023]
    Keywords : Artificial intelligence; Natural language processing; GPT-3; Book industry; Scholarly publishing; Newspaper industry;

    Abstract : This paper examines the potential impact of Large Language Models (LLMs) in the press and in the production of books and academic journals. LLMs, such as OpenAI’s GPT-3, are trained on massive text corpora and can predict the next word in a given context through probabilistic methods. READ MORE

  3. 2. Transformer-based Source Code Description Generation : An ensemble learning-based approach

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

    Author : Mantzaris Antonios; [2022]
    Keywords : Natural Language Processing; Code Summarization; Transformers; Text Generation; Ensemble Learning; BLEU; Naturlig språkbehandling; Kodsammanfattning; Transformatorer; Textgenerering; Ensemble Lärande; BLEU;

    Abstract : Code comprehension can be significantly benefited from high-level source code summaries. For the majority of the developers, understanding another developer’s code or code that was written in the past by them, is a timeconsuming and frustrating task. READ MORE

  4. 3. Evaluation of New Features for Extractive Summarization of Meeting Transcripts : Improvement of meeting summarization based on functional segmentation, introducing topic model, named entities and domain specific frequency measure

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

    Author : Emilio Marinone; [2019]
    Keywords : ;

    Abstract : Automatic summarization of meeting transcripts has been widely stud­ied in last two decades, achieving continuous improvements in terms of the standard summarization metric (ROUGE). A user study has shown that people noticeably prefer abstractive summarization rather than the extractive approach. READ MORE

  5. 4. Software Developers Use of Source Code Summarization Comments : A qualitative study of software developers practices to understand third party source code libraries

    University essay from Örebro universitet/Handelshögskolan vid Örebro Universitet

    Author : Emil Carlsson; [2015]
    Keywords : ;

    Abstract : .... READ MORE