Sökning: "Tvärspråklig inlärningsöverföring"

Hittade 2 uppsatser innehållade orden Tvärspråklig inlärningsöverföring.

1. 1. Task-agnostic knowledge distillation of mBERT to Swedish

   Master-uppsats, KTH/Skolan för elektroteknik och datavetenskap (EECS)

   Författare :Added Kina; [2022]
   Nyckelord :Natural Language Processing; Transformers; Knowledge Distillation; BERT; Multilingual Models; Cross-Lingual Transfer; Naturlig bearbetning av språk; Transformatorer; Kunskapsdestillation; BERT; Flerspråkiga modeller; Tvärspråklig inlärningsöverföring;

   Sammanfattning : Large transformer models have shown great performance in multiple natural language processing tasks. However, slow inference, strong dependency on powerful hardware, and large energy consumption limit their availability. LÄS MER

3. 2. Matching Job Applicants to Free Text Job Ads Using Semantic Networks and Natural Language Inference

   Master-uppsats, KTH/Skolan för elektroteknik och datavetenskap (EECS)

   Författare :Anton Thun; [2020]
   Nyckelord :;

   Sammanfattning : Automated e-recruitment systems have been a focus for research in the past decade due to the amount of work required to screen suitable applicants to a job post, whose resumés and job ads are commonly submitted as free text. While recruitment organizations have data concerning applicant resumés and job ad descriptions, resumés are often confidential, limiting the use of direct deep learning methods. LÄS MER