101 citations · 237 across the 16 of their papers we have counts for
16 papers
Augmenting Document-level Relation Extraction with Efficient Multi-Supervision
Xiangyu Lin, Weijia Jia, Zhiguo Gong
Despite its popularity in sentence-level relation extraction, distantly supervised data is rarely utilized by existing work in document-level relation extraction due to its noisy n…
A Scope Sensitive and Result Attentive Model for Multi-Intent Spoken Language Understanding
Lizhi Cheng, Wenmian Yang, Weijia Jia
Multi-Intent Spoken Language Understanding (SLU), a novel and more complex scenario of SLU, is attracting increasing attention. Unlike traditional SLU, each intent in this scenario…
Capture Salient Historical Information: A Fast and Accurate Non-Autoregressive Model for Multi-turn Spoken Language Understanding
Lizhi Cheng, Weijia jia, Wenmian Yang
Spoken Language Understanding (SLU), a core component of the task-oriented dialogue system, expects a shorter inference facing the impatience of human users. Existing work increase…
An Effective Non-Autoregressive Model for Spoken Language Understanding
Lizhi Cheng, Weijia Jia, Wenmian Yang
Spoken Language Understanding (SLU), a core component of the task-oriented dialogue system, expects a shorter inference latency due to the impatience of humans. Non-autoregressive…
A Result based Portable Framework for Spoken Language Understanding
Lizhi Cheng, Weijia Jia, Wenmian Yang
Spoken language understanding (SLU), which is a core component of the task-oriented dialogue system, has made substantial progress in the research of single-turn dialogue. However,…
Regularized Attentive Capsule Network for Overlapped Relation Extraction
Tianyi Liu, Xiangyu Lin, Weijia Jia +2
Distantly supervised relation extraction has been widely applied in knowledge base construction due to its less requirement of human efforts. However, the automatically established…
Defending against Contagious Attacks on a Network with Resource Reallocation
Rufan Bai, Haoxing Lin, Xinyu Yang +3
In classic network security games, the defender distributes defending resources to the nodes of the network, and the attacker attacks a node, with the objective to maximize the dam…
Active Testing: An Unbiased Evaluation Method for Distantly Supervised Relation Extraction
Pengshuai Li, Xinsong Zhang, Weijia Jia +1
Distant supervision has been a widely used method for neural relation extraction for its convenience of automatically labeling datasets. However, existing works on distantly superv…
Preserving Dynamic Attention for Long-Term Spatial-Temporal Prediction
Haoxing Lin, Rufan Bai, Weijia Jia +2
Effective long-term predictions have been increasingly demanded in urban-wise data mining systems. Many practical applications, such as accident prevention and resource pre-allocat…
Interpretable Crowd Flow Prediction with Spatial-Temporal Self-Attention
Haoxing Lin, Weijia Jia, Yongjian You +1
Crowd flow prediction has been increasingly investigated in intelligent urban computing field as a fundamental component of urban management system. The most challenging part of pr…
Spatial-Temporal Self-Attention Network for Flow Prediction
Haoxing Lin, Weijia Jia, Yiping Sun +1
Flow prediction (e.g., crowd flow, traffic flow) with features of spatial-temporal is increasingly investigated in AI research field. It is very challenging due to the complicated…
Interactive Variance Attention based Online Spoiler Detection for Time-Sync Comments
Wenmian Yang, Weijia Jia, Wenyuan Gao +2
Nowadays, time-sync comment (TSC), a new form of interactive comments, has become increasingly popular in Chinese video websites. By posting TSCs, people can easily express their f…
Legal Judgment Prediction via Multi-Perspective Bi-Feedback Network
Wenmian Yang, Weijia Jia, XIaojie Zhou +1
The Legal Judgment Prediction (LJP) is to determine judgment results based on the fact descriptions of the cases. LJP usually consists of multiple subtasks, such as applicable law…
Herding Effect based Attention for Personalized Time-Sync Video Recommendation
Wenmian Yang, Wenyuan Gao, Xiaojie Zhou +3
Time-sync comment (TSC) is a new form of user-interaction review associated with real-time video contents, which contains a user's preferences for videos and therefore well suited…
Multi-labeled Relation Extraction with Attentive Capsule Network
Xinsong Zhang, Pengshuai Li, Weijia Jia +1
To disclose overlapped multiple relations from a sentence still keeps challenging. Most current works in terms of neural models inconveniently assuming that each sentence is explic…
Neural Relation Extraction via Inner-Sentence Noise Reduction and Transfer Learning
Tianyi Liu, Xinsong Zhang, Wanhao Zhou +1
Extracting relations is critical for knowledge base completion and construction in which distant supervised methods are widely used to extract relational facts automatically with t…