18 citations · 18 across the 2 of their papers we have counts for
7 papers · 1 filter
Syntax Role for Neural Semantic Role Labeling
Zuchao Li, Hai Zhao, Shexia He +1
Semantic role labeling (SRL) is dedicated to recognizing the semantic predicate-argument structure of a sentence. Previous studies in terms of traditional models have shown syntact…
Dependency and Span, Cross-Style Semantic Role Labeling on PropBank and NomBank
Zuchao Li, Hai Zhao, Junru Zhou +2
The latest developments in neural semantic role labeling (SRL) have shown great performance improvements with both the dependency and span formalisms/styles. Although the two style…
Syntax-aware Multilingual Semantic Role Labeling
Shexia He, Zuchao Li, Hai Zhao
Recently, semantic role labeling (SRL) has earned a series of success with even higher performance improvements, which can be mainly attributed to syntactic integration and enhance…
Dependency or Span, End-to-End Uniform Semantic Role Labeling
Zuchao Li, Shexia He, Hai Zhao +4
Semantic role labeling (SRL) aims to discover the predicateargument structure of a sentence. End-to-end SRL without syntactic input has received great attention. However, most of t…
Effective Subword Segmentation for Text Comprehension
Zhuosheng Zhang, Hai Zhao, Kangwei Ling +4
Representation learning is the foundation of machine reading comprehension and inference. In state-of-the-art models, character-level representations have been broadly adopted to a…
Attentive Semantic Role Labeling with Boundary Indicator
Zhuosheng Zhang, Shexia He, Zuchao Li +1
The goal of semantic role labeling (SRL) is to discover the predicate-argument structure of a sentence, which plays a critical role in deep processing of natural language. This pap…