25 citations · 69 across the 11 of their papers we have counts for
6 papers · 1 filter
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…
LIMIT-BERT : Linguistic Informed Multi-Task BERT
Junru Zhou, Zhuosheng Zhang, Hai Zhao +1
In this paper, we present a Linguistic Informed Multi-Task BERT (LIMIT-BERT) for learning language representations across multiple linguistic tasks by Multi-Task Learning (MTL). LI…
Concurrent Parsing of Constituency and Dependency
Junru Zhou, Shuailiang Zhang, Hai Zhao
Constituent and dependency representation for syntactic structure share a lot of linguistic and computational characteristics, this paper thus makes the first attempt by introducin…
Parsing All: Syntax and Semantics, Dependencies and Spans
Junru Zhou, Zuchao Li, Hai Zhao
Both syntactic and semantic structures are key linguistic contextual clues, in which parsing the latter has been well shown beneficial from parsing the former. However, few works e…
SG-Net: Syntax-Guided Machine Reading Comprehension
Zhuosheng Zhang, Yuwei Wu, Junru Zhou +3
For machine reading comprehension, the capacity of effectively modeling the linguistic knowledge from the detail-riddled and lengthy passages and getting ride of the noises is esse…
Head-Driven Phrase Structure Grammar Parsing on Penn Treebank
Junru Zhou, Hai Zhao
Head-driven phrase structure grammar (HPSG) enjoys a uniform formalism representing rich contextual syntactic and even semantic meanings. This paper makes the first attempt to form…