179 citations · 362 across the 32 of their papers we have counts for
Showing 2020Show all
3 papers · 1 filter
cs.CL2020
Structured Self-Attention Weights Encode Semantics in Sentiment Analysis
Zhengxuan Wu, Thanh-Son Nguyen, Desmond C. Ong
Neural attention, especially the self-attention made popular by the Transformer, has become the workhorse of state-of-the-art natural language processing (NLP) models. Very recent…
cs.CL2020★ 15 cited
Context-Guided BERT for Targeted Aspect-Based Sentiment Analysis
Zhengxuan Wu, Desmond C. Ong
Aspect-based sentiment analysis (ABSA) and Targeted ASBA (TABSA) allow finer-grained inferences about sentiment to be drawn from the same text, depending on context. For example, a…
cs.AI2020★ 1 cited
Improving Multi-Agent Cooperation using Theory of Mind
Terence X. Lim, Sidney Tio, Desmond C. Ong
Recent advances in Artificial Intelligence have produced agents that can beat human world champions at games like Go, Starcraft, and Dota2. However, most of these models do not see…