228 citations · 562 across the 34 of their papers we have counts for
5 papers · 1 filter
ConNER: Consistency Training for Cross-lingual Named Entity Recognition
Ran Zhou, Xin Li, Lidong Bing +3
Cross-lingual named entity recognition (NER) suffers from data scarcity in the target languages, especially under zero-shot settings. Existing translate-train or knowledge distilla…
Knowledge Representation for Conceptual, Motivational, and Affective Processes in Natural Language Communication
Seng-Beng Ho, Zhaoxia Wang, Boon-Kiat Quek +1
Natural language communication is an intricate and complex process. The speaker usually begins with an intention and motivation of what is to be communicated, and what effects are…
Hierarchical Attention Network for Explainable Depression Detection on Twitter Aided by Metaphor Concept Mappings
Sooji Han, Rui Mao, Erik Cambria
Automatic depression detection on Twitter can help individuals privately and conveniently understand their mental health status in the early stages before seeing mental health prof…
Deep-Attack over the Deep Reinforcement Learning
Yang Li, Quan Pan, Erik Cambria
Recent adversarial attack developments have made reinforcement learning more vulnerable, and different approaches exist to deploy attacks against it, where the key is how to choose…
Polarity and Subjectivity Detection with Multitask Learning and BERT Embedding
Ranjan Satapathy, Shweta Pardeshi, Erik Cambria
Multitask learning often helps improve the performance of related tasks as these often have inter-dependence on each other and perform better when solved in a joint framework. In t…