1 code implementation • ACL 2022 • Xingwei He, Siu Ming Yiu
In this paper, we introduce the problem of dictionary example sentence generation, aiming to automatically generate dictionary example sentences for targeted words according to the corresponding definitions.
no code implementations • 17 Feb 2024 • Chi Zhang, Man Ho Au, Siu Ming Yiu
Experiments showed that combination of our solutions is very effective: at the same precision, our PANN is 10% to 50% more accurate than state-of-the-arts; and at the same accuracy, our PANN only requires a precision of $2^{-9}$ while state-of-the-art solution requires a precision of $2^{-12}$ using the ResNet-20 model on CIFAR-10 dataset.
1 code implementation • 5 Feb 2024 • Yujing Sun, Caiyi Sun, YuAn Liu, Yuexin Ma, Siu Ming Yiu
Human has an incredible ability to effortlessly perceive the viewpoint difference between two images containing the same object, even when the viewpoint change is astonishingly vast with no co-visible regions in the images.
no code implementations • 9 Jan 2024 • Ke Zhang, Lichao Sun, Bolin Ding, Siu Ming Yiu, Carl Yang
Behemoth graphs are often fragmented and separately stored by multiple data owners as distributed subgraphs in many realistic applications.
no code implementations • 12 Dec 2023 • Xingwei He, Qianru Zhang, A-Long Jin, Jun Ma, Yuan Yuan, Siu Ming Yiu
Given the lack of paired data (i. e., false claims and their corresponding correct claims), existing methods typically adopt the mask-then-correct paradigm.
1 code implementation • 29 Mar 2023 • Xingwei He, Zhenghao Lin, Yeyun Gong, A-Long Jin, Hang Zhang, Chen Lin, Jian Jiao, Siu Ming Yiu, Nan Duan, Weizhu Chen
To be more precise, we begin by creating prompts for every demonstrated example, which we subsequently utilize to prompt a LLM to provide an explanation for why the specific ground truth answer/label was chosen for that particular example.
1 code implementation • 18 Dec 2022 • Xingwei He, Yeyun Gong, A-Long Jin, Hang Zhang, Anlei Dong, Jian Jiao, Siu Ming Yiu, Nan Duan
The dual-encoder has become the de facto architecture for dense retrieval.
no code implementations • 29 Jun 2022 • Yiqi Deng, Siu Ming Yiu
A major source of information can be taken from financial news articles, which have some correlations about the fluctuation of stock trends.
1 code implementation • NeurIPS 2021 • Ke Zhang, Carl Yang, Xiaoxiao Li, Lichao Sun, Siu Ming Yiu
Graphs have been widely used in data mining and machine learning due to their unique representation of real-world objects and their interactions.
no code implementations • 15 Aug 2020 • Mingshu Cong, Han Yu, Xi Weng, Jiabao Qu, Yang Liu, Siu Ming Yiu
In order to build an ecosystem for FL to operate in a sustainable manner, it has to be economically attractive to data owners.
Computer Science and Game Theory
no code implementations • 19 Oct 2016 • Xin Wang, Siu Ming Yiu
Based on API call sequences, semantic-aware and machine learning (ML) based malware classifiers can be built for malware detection or classification.