Essays about: "Inferencing"

Showing result 1 - 5 of 12 essays containing the word Inferencing.

  1. 1. Deriving an Natural Language Processing inference Cost Model with Greenhouse Gas Accounting : Towards a sustainable usage of Machine Learning

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

    Author : Tom Axberg; [2022]
    Keywords : Machine Learning; Inference; Inferencing; Natural Language Processing; Pre-trained Language Model; Greenhouse Gas; Software Energy Measurement; Floating Point Operations; Green-AI; Green-IT; OPEX; Maskininlärning; Slutledning; Naturlig Språkbehandling; Förutbildad språkmodell; Växthusgas; Energimätning av Mjukvara; Green-AI; Green-IT. OPEX;

    Abstract : The interest in using State-Of-The-Art (SOTA) Pre-Trained Language Model (PLM) in product development is growing. The fact that developers can use PLM has changed the way to build reliable models, and it is the go-to method for many companies and organizations. READ MORE

  3. 2. The Influence of Working Memory, Language Learning Experience and Language Background on LLAMA_F Test Performance

    University essay from Lunds universitet/Institutionen för psykologi

    Author : Maria Tomm; [2022]
    Keywords : language aptitude; grammatical inferencing; LLAMA_F; working memory; language learning experience; language background; agglutinative languages; Social Sciences;

    Abstract : This experimental study investigates how individual variation in cognitive functioning, specifically working memory, previous experience with language learning but also language background, influence language aptitude, in particular grammatical inferencing - the capacity to spot patterns in grammar - as measured by the LLAMA_F test. Firstly, the study explores individual factors hypothesised to influence grammatical inferencing performance. READ MORE

  4. 3. A Closer Look at Reading Strategies in the Swedish Syllabus for English as a Second Language : A Literature Review on Strategies for Reading in Upper Secondary School in Sweden

    University essay from Linköpings universitet/Institutionen för kultur och samhälle

    Author : Frida Brude; Alice Öhman Ekman; [2021]
    Keywords : Reading strategies; second language education; upper secondary school; literature; Swedish National Agency for Education; Lässtrategier; andraspråksundervisning; gymnasieskolan; litteratur; Skolverket;

    Abstract : Given the importance of reading in life, it is worrying that reading comprehension as well as the interest in reading among Swedish students, especially older students, have decreased during the 21st century. One way of addressing this problem is the explicit teaching of reading strategies, which has proven effective in improving reading comprehension and is supported by the revised English as a Second Language (ESL) syllabus published by the Swedish National Agency for Education (SNAE) – effective as of 1 July 2021. READ MORE

  5. 4. “Two brains are often better than one, probably”: Adult ESL learners’ paired and individual lexical inferencing task performances, in relation to L2 proficiency

    University essay from Lunds universitet/Masterprogram: Språk och språkvetenskap

    Author : Elin Nylander; [2019]
    Keywords : Lexical inferencing; L2 proficiency; task-based language learning; collaboration; sociocultural theory; dyadic patterns of interaction; Languages and Literatures;

    Abstract : This research concerns lexical inferencing (LI), i.e., the ability to infer the meaning of unknown words in a running text (Haastrup, 1991). Despite its advantages, there is little research on LI as a collaborative effort. READ MORE

  6. 5. Squeezing and Accelerating Neural Networks on Resource Constrained Hardware for Real Time Inference

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

    Author : Matteo Presutto; [2019]
    Keywords : Neural Networks; Quantization; DSP; Inference; neurala nätverk; kvantisering; DSP; inferens;

    Abstract : As the internet user base increases over the years, so do the logistic difficulties of handling higher and higher volumes of data. This large amount of information is now being exploited by Artificial Intelligence algorithms to deliver value to our society on a global scale. READ MORE