Essays about: "Haonan"

Found 1 essay containing the word Haonan.

  1. 1. Exploration of Knowledge Distillation Methods on Transformer Language Models for Sentiment Analysis

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

    Author : Haonan Liu; [2022]
    Keywords : Natural Language Processing; Sentiment Analysis; Language Model; Transformers; Knowledge Distillation; Behandling av Naturligt Språk; Analys av Känslor; Språkmodell; Omvandlare; Kunskapsdestillation;

    Abstract : Despite the outstanding performances of the large Transformer-based language models, it proposes a challenge to compress the models and put them into the industrial environment. This degree project explores model compression methods called knowledge distillation in the sentiment classification task on Transformer models. READ MORE