1 code implementation • COLING 2022 • Bo Xu, Shizhou Huang, Ming Du, Hongya Wang, Hui Song, Chaofeng Sha, Yanghua Xiao
In this paper, we argue that different social media posts should consider different modalities for multimodal information extraction.
no code implementations • 5 Nov 2024 • Bin Huang, Siyu Wang, Yuanpeng Chen, Yidan Wu, Hui Song, Zifan Ding, Jing Leng, Chengpeng Liang, Peng Xue, Junliang Zhang, Tiankun Zhao
This technical report outlines the methodologies we applied for the PRCV Challenge, focusing on cognition and decision-making in driving scenarios.
no code implementations • 23 Sep 2024 • Arda Goknil, Femke B. Gelderblom, Simeon Tverdal, Shukun Tokas, Hui Song
In this paper, we propose, apply, and assess PAPEL (Privacy Policy Analysis through Prompt Engineering for LLMs), a framework harnessing the power of Large Language Models (LLMs) through prompt engineering to automate the analysis of privacy policies.
no code implementations • 6 Aug 2024 • Ammar Mansoor Kamoona, Hui Song, Mahdi Jalili, Hao Wang, Reza Razzaghi, Xinghuo Yu
It dynamically leverages coarse-scale historical information using an M-TR encoder from an extended global temporal window, in conjunction with an M-TR decoder that concentrates on a limited time frame, local window, aiming to capture the fine-scale characteristics of the smart meter data.
no code implementations • 9 May 2024 • Hui Song, Zheng Miao, Ali Babalhavaeji, Saman Mehrnia, Mahdi Jalili, Xinghuo Yu
For each type, a deep neural network (DNN) is employed and trained until the accuracy cannot be improved.
1 code implementation • 12 Aug 2022 • Yao Zhang, Yun Xiong, Yiheng Sun, Caihua Shan, Tian Lu, Hui Song, Yangyong Zhu
We propose a two-stage method, RuDi, that distills the knowledge of black-box teacher models into rule-based student models.
no code implementations • 31 May 2022 • Hui Song, A. K. Qin, Chenggang Yan
The performance of MTO-CT is evaluated on solving each of these two sets of tasks in comparison to solving each task in the set independently without knowledge sharing under the same settings, which demonstrates the superiority of MTO-CT in terms of prediction accuracy.
no code implementations • 22 Aug 2021 • Hui Song, A. K. Qin, Flora D. Salim
In this framework, a specific pipeline is encoded as a candidate solution and a multi-objective evolutionary algorithm is applied under different population sizes to produce multiple Pareto optimal sets (POSs).
no code implementations • 11 Aug 2021 • Hui Song, Chen Liu, Mahdi Jalili, Xinghuo Yu, Peter McTaggart
Optimal coordinated charging is a multi-objective optimization problem (MOOP) in nature, with objective functions such as minimum price charging and minimum disruptions to the grid.
no code implementations • 4 Nov 2020 • Chengyun Deng, Shiqian Ma, Yi Zhang, Yongtao Sha, HUI ZHANG, Hui Song, Xiangang Li
dataset confirm the superior performance of the proposed method over the network without IRA in terms of SI-SDR and PESQ improvement.
no code implementations • 4 Nov 2020 • Yi Zhang, Chengyun Deng, Shiqian Ma, Yongtao Sha, Hui Song
In this paper, a multi-task network is proposed to address both ref-delay estimation and echo cancellation tasks.
no code implementations • 29 Jul 2020 • Zhuohuang Zhang, Chengyun Deng, Yi Shen, Donald S. Williamson, Yongtao Sha, Yi Zhang, Hui Song, Xiangang Li
Recent work has shown that it is feasible to use generative adversarial networks (GANs) for speech enhancement, however, these approaches have not been compared to state-of-the-art (SOTA) non GAN-based approaches.
Audio and Speech Processing Sound
2 code implementations • 2 Aug 2019 • Kun Han, Junwen Chen, HUI ZHANG, Haiyang Xu, Yiping Peng, Yun Wang, Ning Ding, Hui Deng, Yonghu Gao, Tingwei Guo, Yi Zhang, Yahao He, Baochang Ma, Yu-Long Zhou, Kangli Zhang, Chao Liu, Ying Lyu, Chenxi Wang, Cheng Gong, Yunbo Wang, Wei Zou, Hui Song, Xiangang Li
In this paper we present DELTA, a deep learning based language technology platform.
Ranked #3 on Named Entity Recognition on CoNLL 2003 (English)