6 citations · 12 across the 4 of their papers we have counts for
4 papers
Ered: Enhanced Text Representations with Entities and Descriptions
Qinghua Zhao, Shuai Ma, Yuxuan Lei
External knowledge,e.g., entities and entity descriptions, can help humans understand texts. Many works have been explored to include external knowledge in the pre-trained models.…
TraceNet: Tracing and Locating the Key Elements in Sentiment Analysis
Qinghua Zhao, Shuai Ma
In this paper, we study sentiment analysis task where the outcomes are mainly contributed by a few key elements of the inputs. Motivated by the two-streams hypothesis, we propose a…
KESA: A Knowledge Enhanced Approach For Sentiment Analysis
Qinghua Zhao, Shuai Ma, Shuo Ren
Though some recent works focus on injecting sentiment knowledge into pre-trained language models, they usually design mask and reconstruction tasks in the post-training phase. In t…
Entity Concept-enhanced Few-shot Relation Extraction
Shan Yang, Yongfei Zhang, Guanglin Niu +2
Few-shot relation extraction (FSRE) is of great importance in long-tail distribution problem, especially in special domain with low-resource data. Most existing FSRE algorithms fai…