Essays about: "BERTScore"

Showing result 1 - 5 of 6 essays containing the word BERTScore.

  1. 1. A comparative study of automatic text summarization using human evaluation and automatic measures

    University essay from Linköpings universitet/Institutionen för datavetenskap

    Author : Maja Wennstig; [2023]
    Keywords : Extractive summarization; Abstractive summarization; Hybrid summarization; Automatic text summarization;

    Abstract : Automatic text summarization has emerged as a promising solution to manage the vast amount of information available on the internet, enabling a wider audience to access it. Nevertheless, further development and experimentation with different approaches are still needed. READ MORE

  3. 2. Transforming Education into Chatbot Chats : The implementation of Chat-GPT to prepare educational content into a conversational format to be used for practicing skills

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

    Author : Simon Wickman; Philip Zandin; [2023]
    Keywords : Artificial intelligence; ChatGPT; Summarization; Educational material; Dialogue format; Automatic evaluation; Prompt creation; Prompt.; Artificiell intelligens; ChatGPT; Sammanfattning; Utbildningsmaterial; Dialog format; Automatisk utvärdering; Instruktion.;

    Abstract : In this study we explore the possibility of using ChatGPT, to summarise large contents of educational content and put it in a template that later can be used for dialogue purposes and will explore the challenges and solutions that occur during the implementation. Today there is a problem for users to create wellmade prompts for learning scenarios that fulfill all the requirements set by the user. READ MORE

  4. 3. An AI-based System for Assisting Planners in a Supply Chain with Email Communication

    University essay from Blekinge Tekniska Högskola/Institutionen för datavetenskap

    Author : Sai Shreya Spurthi Dantu; Akhilesh Yadlapalli; [2023]
    Keywords : Email Thread Summarization; Natural Language Processing NLP ; Dialogue Summarization; Conditional Random Field CRF ; Supply Chain Communication.;

    Abstract : 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

  5. 4. Methods for increasing cohesion in automatically extracted summaries of Swedish news articles : Using and extending multilingual sentence transformers in the data-processing stage of training BERT models for extractive text summarization

    University essay from Linköpings universitet/Institutionen för datavetenskap

    Author : Elsa Andersson; [2022]
    Keywords : NLP; automatic text summarization; extractive summarization; BERT; sentence embeddings; cohesion;

    Abstract : Developments in deep learning and machine learning overall has created a plethora of opportunities for easier training of automatic text summarization (ATS) models for producing summaries with higher quality. ATS can be split into extractive and abstractive tasks; extractive models extract sentences from the original text to create summaries. READ MORE

  6. 5. Improving BERTScore for Machine Translation Evaluation Through Contrastive Learning

    University essay from Uppsala universitet/Institutionen för lingvistik och filologi

    Author : Oreen Yousuf; [2022]
    Keywords : machine translation; evaluation; BERTScore; contrastive learning; SimCSE; Hausa; Somali; Chinese;

    Abstract : Since the advent of automatic evaluation, tasks within Natural Language Processing (NLP), including Machine Translation, have been able to better utilize both time and labor resources. Later, multilingual pre-trained models (MLMs)have uplifted many languages’ capacity to participate in NLP research. READ MORE