Essays about: "two problems on language learning"

Showing result 1 - 5 of 35 essays containing the words two problems on language learning.

  1. 1. Approximating Reasoning with Transformer Language Models

    University essay from Göteborgs universitet/Institutionen för data- och informationsteknik

    Author : Daniel Enström; Viktor Kjellberg; [2023-10-19]
    Keywords : natural language processing; nlp; automated reasoning; logic; inference; machine learning; transformers; language models; BERT; BART;

    Abstract : We conduct experiments with BART, a generative language-model architecture, to investigate its capabilities for approximating reasoning by learning from data. For this we use the SimpleLogic dataset, a dataset of satisfiability problems in propositional logic originally created by Zhang et al. (2022). READ MORE

  3. 2. Analyzing the performance of active learning strategies on machine learning problems

    University essay from Uppsala universitet/Avdelningen för systemteknik

    Author : Vendela Werner; [2023]
    Keywords : computer science; bioinformatics; machine learning; active learning; artificial intelligence; supervised learning; Astrazeneca; maskininlärning; artificiell intelligens; datorvetenskap; active learning; bioinformatik; supervised learning;

    Abstract : Digitalisation within industries is rapidly advancing and data possibilities are growing daily. Machine learning models need a large amount of data that are well-annotated for good performance. To get well-annotated data, an expert is needed, which is expensive, and the annotation itself could be very time-consuming. READ MORE

  4. 3. Comparing Google and ChatGPT as Assistive Tools for Students in Solving Programming Exercises

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

    Author : Elissa Arias Sosa; Marco Godow; [2023]
    Keywords : ;

    Abstract : The study explores the field of technology-enhanced learning, providing insights into the evolving educational landscape and the impact of Large Language Models (LLMs), such as ChatGPT, in comparison to established educational tools like search engines. This paper specifically compares two different tools, ChatGPT and Google, in aiding students to solve programming exercises within their education and their impact on students’ learning. READ MORE

  5. 4. Benchmarking Object Detection Algorithms for Optical Character Recognition of Odometer Mileage

    University essay from Uppsala universitet/Institutionen för informationsteknologi

    Author : Mandus Hjelm; Eric Andersson; [2022]
    Keywords : Computer vision; machine learning; neural networks; object detection; optical character recognition; odometer; transfer learning;

    Abstract : Machine learning algorithms have had breakthroughs in many areas in the last decades. The hardest task, to solve with machine learning, was solving tasks that humans solve intuitively, e.g. understanding natural language or recognizing specific objects in images. READ MORE

  6. 5. Root Cause Analysis and Classification for Firewall Log Events Using NLP Methods

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

    Author : Tongxin Wang; [2022]
    Keywords : Log Analysis; BERT; Natural Language Processing; Log Classification; Transformers; Log Analysis; BERT; Naturligt språk-behandling; Log-Klassificering; Transformers;

    Abstract : Network log records are robust evidence for enterprises to make error diagnoses. The current method of Ericsson’s Networks team for troubleshooting is mainly by manual observation. However, as the system is getting vast and complex, the log messages show a growth trend. READ MORE