no code implementations • 4 Jul 2023 • Zijie Huang, Daheng Wang, Binxuan Huang, Chenwei Zhang, Jingbo Shang, Yan Liang, Zhengyang Wang, Xian Li, Christos Faloutsos, Yizhou Sun, Wei Wang
We propose Concept2Box, a novel approach that jointly embeds the two views of a KG using dual geometric representations.
no code implementations • 27 Aug 2022 • Ritesh Sarkhel, Binxuan Huang, Colin Lockard, Prashant Shiralkar
Prior works rely on a few human-labeled web pages from each target website or thousands of human-labeled web pages from some seed websites to train a transferable extraction model that generalizes on unseen target websites.
1 code implementation • 25 Jan 2022 • Xiang Deng, Prashant Shiralkar, Colin Lockard, Binxuan Huang, Huan Sun
We argue that the text and HTML structure together convey important semantics of the content and therefore warrant a special treatment for their representation learning.
Ranked #2 on Attribute Extraction on SWDE
1 code implementation • 12 Nov 2021 • Yu Zhang, Wei Wei, Binxuan Huang, Kathleen M. Carley, Yan Zhang
Real-time location inference of social media users is the fundamental of some spatial applications such as localized search and event detection.
1 code implementation • 17 Feb 2021 • Daheng Wang, Prashant Shiralkar, Colin Lockard, Binxuan Huang, Xin Luna Dong, Meng Jiang
Existing work linearize table cells and heavily rely on modifying deep language models such as BERT which only captures related cells information in the same table.
1 code implementation • 7 Jun 2020 • Binxuan Huang, Kathleen M. Carley
Tweets mentioning "fake news" URLs and disinformation story-lines are also more likely to be spread by regular users.
Social and Information Networks
no code implementations • 3 Mar 2020 • Binxuan Huang, Kathleen M. Carley
We further propose a transfer learning scheme that improves our model's performance by a large margin.
no code implementations • IJCNLP 2019 • Binxuan Huang, Kathleen M. Carley
In this paper, we propose a hierarchical location prediction neural network for Twitter user geolocation.
no code implementations • EMNLP 2018 • Binxuan Huang, Kathleen M. Carley
Using parameterized filters and parameterized gates, we incorporate aspect information into convolutional neural networks (CNN).
no code implementations • IJCNLP 2019 • Binxuan Huang, Kathleen M. Carley
Aspect level sentiment classification aims to identify the sentiment expressed towards an aspect given a context sentence.
1 code implementation • 16 Aug 2019 • Tai-Long He, Dylan B. A. Jones, Binxuan Huang, Yuyang Liu, Kazuyuki Miyazaki, Zhe Jiang, E. Charlie White, Helen M. Worden, John R. Worden
We used the model to evaluate recent trends in NO$_x$ emissions in the US and found that the trend in the EPA emission inventory produced the largest negative bias in MDA8 ozone between 2010-2016.
no code implementations • 17 Apr 2019 • Binxuan Huang, Kathleen M. Carley
In this paper, we study the problem of node representation learning with graph neural networks.
2 code implementations • 18 Apr 2018 • Binxuan Huang, Yanglan Ou, Kathleen M. Carley
Aspect Based Sentiment Analysis, PyTorch Implementations.
Aspect-Based Sentiment Analysis Aspect-Based Sentiment Analysis (ABSA) +3
no code implementations • 23 Feb 2017 • Yujie Qian, Jie Tang, Zhilin Yang, Binxuan Huang, Wei Wei, Kathleen M. Carley
In this paper, we formalize the problem of inferring location from social media into a semi-supervised factor graph model (SSFGM).