ForeSeer: Product Aspect Forecasting Using Temporal Graph Embedding

7 October 2023

Papers citing "ForeSeer: Product Aspect Forecasting Using Temporal Graph Embedding"

40 / 40 papers shown

Title
Zero-shot Aspect-level Sentiment Classification via Explicit Utilization of Aspect-to-Document Sentiment Composition Pengfei Deng Jianhua Yuan Yanyan Zhao Bing Qin 59 3 0 06 Sep 2022
A Self-supervised Riemannian GNN with Time Varying Curvature for Temporal Graph Learning Li Sun Junda Ye Hao Peng Philip S. Yu 68 26 0 30 Aug 2022
ROLAND: Graph Learning Framework for Dynamic Graphs Jiaxuan You Tianyu Du J. Leskovec AI4CE 72 179 0 15 Aug 2022
Continuous Temporal Graph Networks for Event-Based Graph Data Jin Guo Zhen Han Zhou Su Jiliang Li Volker Tresp Yuyi Wang AI4CE 89 5 0 31 May 2022
OA-Mine: Open-World Attribute Mining for E-Commerce Products with Weak Supervision Xinyang Zhang Chenwei Zhang Xian Li X. Dong Jingbo Shang Christos Faloutsos Jiawei Han 43 26 0 29 Apr 2022
AEGNN: Asynchronous Event-based Graph Neural Networks S. Schaefer Daniel Gehrig Davide Scaramuzza GNN 78 149 0 31 Mar 2022
Training language models to follow instructions with human feedback Long Ouyang Jeff Wu Xu Jiang Diogo Almeida Carroll L. Wainwright ... Amanda Askell Peter Welinder Paul Christiano Jan Leike Ryan J. Lowe OSLM ALM 886 13,176 0 04 Mar 2022
Aspect Based Sentiment Analysis Using Spectral Temporal Graph Neural Network Abir Chakraborty 29 5 0 14 Feb 2022
Zero-Shot Aspect-Based Sentiment Analysis Lei Shu Hu Xu Bing-Quan Liu Jiahua Chen 73 14 0 04 Feb 2022
MAVE: A Product Dataset for Multi-source Attribute Value Extraction Li Yang Qifan Wang Zac Yu Anand Kulkarni Sumit Sanghai Bin Shu Jonathan L. Elsas Bhargav Kanagal 65 67 0 16 Dec 2021
Node Feature Extraction by Self-Supervised Multi-scale Neighborhood Prediction Eli Chien Wei-Cheng Chang Cho-Jui Hsieh Hsiang-Fu Yu Jiong Zhang O. Milenkovic Inderjit S Dhillon 206 140 0 29 Oct 2021
CoarSAS2hvec: Heterogeneous Information Network Embedding with Balanced Network Sampling Ling Zhan Tao Jia 70 9 0 12 Oct 2021
DynG2G: An Efficient Stochastic Graph Embedding Method for Temporal Graphs Mengjia Xu Apoorva Vikram Singh George Karniadakis AI4CE 87 9 0 28 Sep 2021
AdaTag: Multi-Attribute Value Extraction from Product Profiles with Adaptive Decoding Jun Yan Nasser Zalmout Yan Liang Christan Earl Grant Xiang Ren Xin Luna Dong 47 54 0 04 Jun 2021
Dynamic Network Embedding Survey Guotong Xue Ming Zhong Jianxin Li Jia Chen C. Zhai Ruochen Kong AI4TS 52 166 0 29 Mar 2021
Discovering New Intents with Deep Aligned Clustering Hanlei Zhang Hua Xu Ting-En Lin Rui Lv 90 119 0 16 Dec 2020
Multimodal Joint Attribute Prediction and Value Extraction for E-commerce Product Tiangang Zhu Yue Wang Haoran Li Youzheng Wu Xiaodong He Bowen Zhou 44 70 0 15 Sep 2020
Temporal Graph Networks for Deep Learning on Dynamic Graphs Emanuele Rossi B. Chamberlain Fabrizio Frasca D. Eynard Federico Monti M. Bronstein AI4CE 179 655 0 18 Jun 2020
Structural Temporal Graph Neural Networks for Anomaly Detection in Dynamic Graphs Lei Cai Zhengzhang Chen Chen Luo Jiaping Gui Jingchao Ni Ding Li Haifeng Chen 53 126 0 15 May 2020
Modeling Dynamic Heterogeneous Network for Link Prediction using Hierarchical Attention with Temporal RNN Hansheng Xue Luwei Yang Wen Jiang Yi Wei Yitao Hu Yu Lin 68 65 0 01 Apr 2020
Inductive Representation Learning on Temporal Graphs Da Xu Chuanwei Ruan Evren Körpeoglu Sushant Kumar Kannan Achan AI4CE 104 632 0 19 Feb 2020
Temporal Network Embedding with Micro- and Macro-dynamics Yuanfu Lu Tianlin Li C. Shi Philip S. Yu Yanfang Ye AI4TS AI4CE 75 119 0 10 Sep 2019
Predicting Dynamic Embedding Trajectory in Temporal Interaction Networks Srijan Kumar Xikun Zhang J. Leskovec AI4TS 68 739 0 03 Aug 2019
SpanBERT: Improving Pre-training by Representing and Predicting Spans Mandar Joshi Danqi Chen Yinhan Liu Daniel S. Weld Luke Zettlemoyer Omer Levy 155 1,967 0 24 Jul 2019
Time2Vec: Learning a Vector Representation of Time Seyed Mehran Kazemi Rishab Goel Sepehr Eghbali J. Ramanan Jaspreet Sahota Sanjay Thakur Stella Wu Cathal Smyth Pascal Poupart Marcus A. Brubaker AI4TS 68 347 0 11 Jul 2019
Zero-Shot Cross-Lingual Opinion Target Extraction Soufian Jebbara Philipp Cimiano 48 30 0 19 Apr 2019
Node Embedding over Temporal Graphs Uriel Singer Ido Guy Kira Radinsky 59 153 0 21 Mar 2019
EvolveGCN: Evolving Graph Convolutional Networks for Dynamic Graphs A. Pareja Giacomo Domeniconi Jie Chen Tengfei Ma Toyotaro Suzumura H. Kanezashi Tim Kaler Tao B. Schardl Charles E. Leisersen GNN 126 1,079 0 26 Feb 2019
Dynamic Graph Representation Learning via Self-Attention Networks Aravind Sankar Yanhong Wu Liang Gou Wei Zhang Hao Yang GNN 78 119 0 22 Dec 2018
dynnode2vec: Scalable Dynamic Network Embedding Sedigheh Mahdavi Shima Khoshraftar Aijun An 51 114 0 06 Dec 2018
Streaming Graph Neural Networks Yao Ma Ziyi Guo Zhaochun Ren Eric Zhao Jiliang Tang Dawei Yin GNN 69 238 0 24 Oct 2018
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.8K 95,175 0 11 Oct 2018
dyngraph2vec: Capturing Network Dynamics using Dynamic Graph Representation Learning Palash Goyal Sujit Rokka Chhetri A. Canedo 86 402 0 07 Sep 2018
Continuous-Time Relationship Prediction in Dynamic Heterogeneous Information Networks Sina Sajadmanesh Sogol Bazargani Jiawei Zhang Hamid R. Rabiee AI4TS 41 24 0 30 Sep 2017
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 786 132,363 0 12 Jun 2017
Attributed Network Embedding for Learning in a Dynamic Environment Jundong Li Harsh Dani Helen Zhou Jiliang Tang Yi-Ju Chang Huan Liu 75 369 0 06 Jun 2017
Know-Evolve: Deep Temporal Reasoning for Dynamic Knowledge Graphs Rakshit S. Trivedi H. Dai Yichen Wang Le Song BDL 83 478 0 16 May 2017
Deep Coevolutionary Network: Embedding User and Item Features for Recommendation H. Dai Yichen Wang Rakshit S. Trivedi Le Song GNN 50 102 0 13 Sep 2016
Scalable Link Prediction in Dynamic Networks via Non-Negative Matrix Factorization Linhong Zhu Dong Guo Junming Yin Greg Ver Steeg Aram Galstyan 103 200 0 13 Nov 2014
Mining of product reviews at aspect level Richa Sharma Shweta Nigam Rekha Jain 38 39 0 14 Jun 2014