[PDF][PDF] Chinese zero pronoun resolution with deep neural networks
While unsupervised anaphoric zero pronoun (AZP) resolvers have recently been shown to
rival their supervised counterparts in performance, it is relatively difficult to scale them up to …
rival their supervised counterparts in performance, it is relatively difficult to scale them up to …
Deep reinforcement learning for chinese zero pronoun resolution
Deep neural network models for Chinese zero pronoun resolution learn semantic
information for zero pronoun and candidate antecedents, but tend to be short-sighted---they …
information for zero pronoun and candidate antecedents, but tend to be short-sighted---they …
Zero pronoun resolution with attention-based neural network
Recent neural network methods for zero pronoun resolution explore multiple models for
generating representation vectors for zero pronouns and their candidate antecedents …
generating representation vectors for zero pronouns and their candidate antecedents …
Generating and exploiting large-scale pseudo training data for zero pronoun resolution
Most existing approaches for zero pronoun resolution are heavily relying on annotated data,
which is often released by shared task organizers. Therefore, the lack of annotated data …
which is often released by shared task organizers. Therefore, the lack of annotated data …
Chinese zero pronoun resolution with deep memory network
Existing approaches for Chinese zero pronoun resolution typically utilize only syntactical
and lexical features while ignoring semantic information. The fundamental reason is that …
and lexical features while ignoring semantic information. The fundamental reason is that …
A deep neural network for Chinese zero pronoun resolution
Existing approaches for Chinese zero pronoun resolution overlook semantic information.
This is because zero pronouns have no descriptive information, which results in difficulty in …
This is because zero pronouns have no descriptive information, which results in difficulty in …
Self-attention enhanced CNNs with average margin loss for chinese zero pronoun resolution
S Sun - Applied Intelligence, 2022 - Springer
Recent neural network methods for Chinese zero pronoun resolution explore multiple
models for generating representation vectors for zero pronouns and their candidate …
models for generating representation vectors for zero pronouns and their candidate …
Chinese zero pronoun resolution: A chain-to-chain approach
Chinese zero pronoun (ZP) resolution plays a critical role in discourse analysis. Different
from traditional mention-to-mention approaches, this article proposes a chain-to-chain …
from traditional mention-to-mention approaches, this article proposes a chain-to-chain …
An empirical study of contextual data augmentation for japanese zero anaphora resolution
One critical issue of zero anaphora resolution (ZAR) is the scarcity of labeled data. This
study explores how effectively this problem can be alleviated by data augmentation. We …
study explores how effectively this problem can be alleviated by data augmentation. We …
Neural recovery machine for Chinese dropped pronoun
Dropped pronouns (DPs) are ubiquitous in prodrop languages like Chinese, Japanese etc.
Previous work mainly focused on painstakingly exploring the empirical features for DPs …
Previous work mainly focused on painstakingly exploring the empirical features for DPs …