A survey of syntactic-semantic parsing based on constituent and dependency structures
MS Zhang - Science China Technological Sciences, 2020 - Springer
Syntactic and semantic parsing has been investigated for decades, which is one primary
topic in the natural language processing community. This article aims for a brief survey on …
topic in the natural language processing community. This article aims for a brief survey on …
[PDF][PDF] A transition-based system for joint part-of-speech tagging and labeled non-projective dependency parsing
Most current dependency parsers presuppose that input words have been morphologically
disambiguated using a part-of-speech tagger before parsing begins. We present a …
disambiguated using a part-of-speech tagger before parsing begins. We present a …
Stack-propagation: Improved representation learning for syntax
Traditional syntax models typically leverage part-of-speech (POS) information by
constructing features from hand-tuned templates. We demonstrate that a better approach is …
constructing features from hand-tuned templates. We demonstrate that a better approach is …
An improved neural network model for joint POS tagging and dependency parsing
DQ Nguyen, K Verspoor - arXiv preprint arXiv:1807.03955, 2018 - arxiv.org
We propose a novel neural network model for joint part-of-speech (POS) tagging and
dependency parsing. Our model extends the well-known BIST graph-based dependency …
dependency parsing. Our model extends the well-known BIST graph-based dependency …
[PDF][PDF] Incremental joint approach to word segmentation, POS tagging, and dependency parsing in Chinese
J Hatori, T Matsuzaki, Y Miyao… - Proceedings of the 50th …, 2012 - aclanthology.org
We propose the first joint model for word segmentation, POS tagging, and dependency
parsing for Chinese. Based on an extension of the incremental joint model for POS tagging …
parsing for Chinese. Based on an extension of the incremental joint model for POS tagging …
Personalized reason generation for explainable song recommendation
Personalized recommendation has received a lot of attention as a highly practical research
topic. However, existing recommender systems provide the recommendations with a generic …
topic. However, existing recommender systems provide the recommendations with a generic …
A simple and effective neural model for joint word segmentation and POS tagging
Joint models have shown stronger capabilities for Chinese word segmentation and POS
tagging, and have received great interests in the community of Chinese natural language …
tagging, and have received great interests in the community of Chinese natural language …
Joint transition-based models for morpho-syntactic parsing: Parsing strategies for MRLs and a case study from modern Hebrew
In standard NLP pipelines, morphological analysis and disambiguation (MA&D) precedes
syntactic and semantic downstream tasks. However, for languages with complex and …
syntactic and semantic downstream tasks. However, for languages with complex and …
[PDF][PDF] Randomized greedy inference for joint segmentation, POS tagging and dependency parsing
In this paper, we introduce a new approach for joint segmentation, POS tagging and
dependency parsing. While joint modeling of these tasks addresses the issue of error …
dependency parsing. While joint modeling of these tasks addresses the issue of error …