Browsing Høgskulen på Vestlandet by Journals "Pattern Recognition Letters"

Now showing items 1-2 of 2

Hyper-graph-based attention curriculum learning using a lexical algorithm for mental health

Ahmed, Usman; Lin, Jerry Chun-Wei; Srivastava, Gautam (Peer reviewed; Journal article, 2022)

In this paper, we propose a structure hypergraph and an emotional lexicon for word representation. Our method can solve problems related to vocabulary size, grammatical representation of words, and the lack of an emotional ...
Self-attention-based conditional random fields latent variables model for sequence labeling

Shao, Yinan; Lin, Jerry Chun-Wei; Srivastava, Gautam; Jolfaei, Alireza; Guo, Dongdong; Hu, Yi (Peer reviewed; Journal article, 2021)

To process data like text and speech, Natural Language Processing (NLP) is a valuable tool. As on of NLP’s upstream tasks, sequence labeling is a vital part of NLP through techniques like text classification, machine ...