Search Results for author: Thanh-Son Nguyen

Found 5 papers, 4 papers with code

Structured Self-AttentionWeights Encode Semantics in Sentiment Analysis

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.

Sentiment Analysis Time Series +1

Multimodal Review Generation with Privacy and Fairness Awareness

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.

Fairness Review Generation +2

Structured Self-Attention Weights Encode Semantics in Sentiment Analysis

1 code implementation10 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.

Sentiment Analysis Time Series +1

Injecting Prior Knowledge into Image Caption Generation

no code implementations22 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.

Caption Generation Image Captioning

A Multimodal LSTM for Predicting Listener Empathic Responses Over Time

1 code implementation12 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.

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