1 code implementation • EMNLP (BlackboxNLP) 2020 • Zhengxuan Wu, Thanh-Son Nguyen, Desmond Ong
Very recent work suggests that the self-attention in the Transformer encodes syntactic information; Here, we show that self-attention scores encode semantics by considering sentiment analysis tasks.
1 code implementation • COLING 2020 • Xuan-Son Vu, Thanh-Son Nguyen, Duc-Trong Le, Lili Jiang
Users express their opinions towards entities (e. g., restaurants) via online reviews which can be in diverse forms such as text, ratings, and images.
1 code implementation • 10 Oct 2020 • Zhengxuan Wu, Thanh-Son Nguyen, Desmond C. Ong
Very recent work suggests that the self-attention in the Transformer encodes syntactic information; Here, we show that self-attention scores encode semantics by considering sentiment analysis tasks.
no code implementations • 22 Nov 2019 • Arushi Goel, Basura Fernando, Thanh-Son Nguyen, Hakan Bilen
Automatically generating natural language descriptions from an image is a challenging problem in artificial intelligence that requires a good understanding of the visual and textual signals and the correlations between them.
1 code implementation • 12 Dec 2018 • Zhi-Xuan Tan, Arushi Goel, Thanh-Son Nguyen, Desmond C. Ong
People naturally understand the emotions of-and often also empathize with-those around them.