Search Results for author: Guangxu Xun

Found 6 papers, 2 papers with code

Correlation Networks for Extreme Multi-label Text Classification

3 code implementations Proceedings of the 26th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining 2022 Guangxu Xun, Kishlay Jha, Jianhui Sun, Aidong Zhang

This paper develops the Correlation Networks (CorNet) architecture for the extreme multi-label text classification (XMTC) task, where the objective is to tag an input text sequence with the most relevant subset of labels from an extremely large label set.

Multi Label Text Classification Multi-Label Text Classification +2

Data-Driven Adaptive Simultaneous Machine Translation

no code implementations27 Apr 2022 Guangxu Xun, Mingbo Ma, Yuchen Bian, Xingyu Cai, Jiaji Huang, Renjie Zheng, Junkun Chen, Jiahong Yuan, Kenneth Church, Liang Huang

In simultaneous translation (SimulMT), the most widely used strategy is the wait-k policy thanks to its simplicity and effectiveness in balancing translation quality and latency.

Machine Translation Sentence +1

HSCJN: A Holistic Semantic Constraint Joint Network for Diverse Response Generation

no code implementations1 Dec 2019 Yiru Wang, Pengda Si, Zeyang Lei, Guangxu Xun, Yujiu Yang

The sequence-to-sequence (Seq2Seq) model generates target words iteratively given the previously observed words during decoding process, which results in the loss of the holistic semantics in the target response and the complete semantic relationship between responses and dialogue histories.

Response Generation Sentence

Cannot find the paper you are looking for? You can Submit a new open access paper.