16 citations · 18 across the 5 of their papers we have counts for
5 papers
A Reasoning Paradigm for Named Entity Recognition
Hui Huang, Yanping Chen, Ruizhang Huang +2
Generative LLMs typically improve Named Entity Recognition (NER) performance through instruction tuning. They excel at generating entities by semantic pattern matching but lack an…
A Two Dimensional Feature Engineering Method for Relation Extraction
Hao Wang, Yanping Chen, Weizhe Yang +2
Transforming a sentence into a two-dimensional (2D) representation (e.g., the table filling) has the ability to unfold a semantic plane, where an element of the plane is a word-pai…
A Bi-consolidating Model for Joint Relational Triple Extraction
Xiaocheng Luo, Yanping Chen, Ruixue Tang +3
Current methods to extract relational triples directly make a prediction based on a possible entity pair in a raw sentence without depending on entity recognition. The task suffers…
Annotation of Chinese Predicate Heads and Relevant Elements
Yanping Chen, Wenfan Jin, Yongbin Qin +3
A predicate head is a verbal expression that plays a role as the structural center of a sentence. Identifying predicate heads is critical to understanding a sentence. It plays the…
A Boundary Regression Model for Nested Named Entity Recognition
Yanping Chen, Lefei Wu, Qinghua Zheng +7
Recognizing named entities (NEs) is commonly conducted as a classification problem that predicts a class tag for a word or a NE candidate in a sentence. In shallow structures, cate…