3 citations · 4 across the 4 of their papers we have counts for
6 papers
Cross-lingual Transferring of Pre-trained Contextualized Language Models
Zuchao Li, Kevin Parnow, Hai Zhao +4
Though the pre-trained contextualized language model (PrLM) has made a significant impact on NLP, training PrLMs in languages other than English can be impractical for two reasons:…
Grammatical Error Correction as GAN-like Sequence Labeling
Kevin Parnow, Zuchao Li, Hai Zhao
In Grammatical Error Correction (GEC), sequence labeling models enjoy fast inference compared to sequence-to-sequence models; however, inference in sequence labeling GEC models is…
Head-driven Phrase Structure Parsing in O() Time Complexity
Zuchao Li, Junru Zhou, Hai Zhao +1
Constituent and dependency parsing, the two classic forms of syntactic parsing, have been found to benefit from joint training and decoding under a uniform formalism, Head-driven P…
High-order Semantic Role Labeling
Zuchao Li, Hai Zhao, Rui Wang +1
Semantic role labeling is primarily used to identify predicates, arguments, and their semantic relationships. Due to the limitations of modeling methods and the conditions of pre-i…
Global Greedy Dependency Parsing
Zuchao Li, Hai Zhao, Kevin Parnow
Most syntactic dependency parsing models may fall into one of two categories: transition- and graph-based models. The former models enjoy high inference efficiency with linear time…
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…