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TXtract: Taxonomy-Aware Knowledge Extraction for Thousands of Product Categories
Annual Meeting of the Association for Computational Linguistics (ACL), 2020
15 April 2020
Giannis Karamanolakis
Jun Ma
Xin Luna Dong
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Papers citing
"TXtract: Taxonomy-Aware Knowledge Extraction for Thousands of Product Categories"
29 / 29 papers shown
Rank, Chunk and Expand: Lineage-Oriented Reasoning for Taxonomy Expansion
Annual Meeting of the Association for Computational Linguistics (ACL), 2025
Sahil Mishra
Kumar Arjun
Tanmoy Chakraborty
377
1
0
19 May 2025
Hierarchical Multi-label Classification for Fine-level Event Extraction from Aviation Accident Reports
Xinyu Zhao
Hao Yan
Yongming Liu
149
5
0
26 Mar 2024
LLM-Ensemble: Optimal Large Language Model Ensemble Method for E-commerce Product Attribute Value Extraction
Chenhao Fang
Xiaohan Li
Zezhong Fan
Jianpeng Xu
Gabriele Tolomei
Evren Körpeoglu
Sushant Kumar
Kannan Achan
218
68
0
29 Feb 2024
FLAME: Self-Supervised Low-Resource Taxonomy Expansion using Large Language Models
Sahil Mishra
Ujjwal Sudev
Tanmoy Chakraborty
138
4
0
21 Feb 2024
Chain-of-Layer: Iteratively Prompting Large Language Models for Taxonomy Induction from Limited Examples
International Conference on Information and Knowledge Management (CIKM), 2024
Qingkai Zeng
Yuyang Bai
Zhaoxuan Tan
Shangbin Feng
Zhenwen Liang
Zhihan Zhang
Meng Jiang
AI4CE
196
22
0
12 Feb 2024
JPAVE: A Generation and Classification-based Model for Joint Product Attribute Prediction and Value Extraction
Zhongfen Deng
Hao Peng
Tao Zhang
Shuaiqi Liu
Wenting Zhao
Yibo Wang
Philip S. Yu
200
3
0
07 Nov 2023
AE-smnsMLC: Multi-Label Classification with Semantic Matching and Negative Label Sampling for Product Attribute Value Extraction
Zhongfen Deng
Wei-Te Chen
Lei Chen
Philip S. Yu
163
8
0
11 Oct 2023
Generations of Knowledge Graphs: The Crazy Ideas and the Business Impact
Proceedings of the VLDB Endowment (PVLDB), 2023
Xin Luna Dong
191
28
0
27 Aug 2023
A Unified Generative Approach to Product Attribute-Value Identification
Annual Meeting of the Association for Computational Linguistics (ACL), 2023
Keiji Shinzato
Naoki Yoshinaga
Yandi Xia
Wei-Te Chen
157
12
0
09 Jun 2023
PV2TEA: Patching Visual Modality to Textual-Established Information Extraction
Annual Meeting of the Association for Computational Linguistics (ACL), 2023
Hejie Cui
Rongmei Lin
Nasser Zalmout
Chenwei Zhang
Jingbo Shang
Carl Yang
Xian Li
VLM
312
4
0
01 Jun 2023
TaxoKnow: Taxonomy as Prior Knowledge in the Loss Function of Multi-class Classification
Mohsen Pourvali
Yao Meng
Chen Sheng
Yangzhou Du
140
0
0
24 May 2023
GANTEE: Generative Adversatial Network for Taxonomy Entering Evaluation
Zhouhong Gu
Sihang Jiang
Jingping Liu
Yanghua Xiao
Hongwei Feng
Zhixu Li
Jiaqing Liang
Jian Zhong
190
1
0
25 Mar 2023
FolkScope: Intention Knowledge Graph Construction for E-commerce Commonsense Discovery
Annual Meeting of the Association for Computational Linguistics (ACL), 2022
Changlong Yu
Weiqi Wang
Xin Liu
Jiaxin Bai
Yangqiu Song
Zheng Li
Yifan Gao
Tianyu Cao
Bing Yin
209
29
0
15 Nov 2022
Construction and Applications of Billion-Scale Pre-Trained Multimodal Business Knowledge Graph
IEEE International Conference on Data Engineering (ICDE), 2022
Shumin Deng
Chengming Wang
Zhoubo Li
Ningyu Zhang
Zelin Dai
...
Mosha Chen
Jiaoyan Chen
Jeff Z. Pan
Bryan Hooi
Huajun Chen
VLM
320
28
0
30 Sep 2022
FlexER: Flexible Entity Resolution for Multiple Intents
Bar Genossar
Roee Shraga
Avigdor Gal Technion - Israel Institute of Technology
154
18
0
23 Aug 2022
Exploring Generative Models for Joint Attribute Value Extraction from Product Titles
Kalyani Roy
Tapas Nayak
Pawan Goyal
183
6
0
15 Aug 2022
Using contextual sentence analysis models to recognize ESG concepts
Elvys Linhares Pontes
Mohamed Benjannet
Jose G. Moreno
Antoine Doucet
125
10
0
04 Jul 2022
Simple and Effective Knowledge-Driven Query Expansion for QA-Based Product Attribute Extraction
Annual Meeting of the Association for Computational Linguistics (ACL), 2022
Keiji Shinzato
Naoki Yoshinaga
Yandi Xia
Wei-Te Chen
120
26
0
28 Jun 2022
Jointly Learning Span Extraction and Sequence Labeling for Information Extraction from Business Documents
IEEE International Joint Conference on Neural Network (IJCNN), 2022
Nguyen Hong Son
Hieu M. Vu
Tuan-Anh Dang Nguyen
Minh Le Nguyen
192
7
0
26 May 2022
Learning What You Need from What You Did: Product Taxonomy Expansion with User Behaviors Supervision
IEEE International Conference on Data Engineering (ICDE), 2022
Sijie Cheng
Zhouhong Gu
Bang Liu
Rui Xie
Wei Wu
Yanghua Xiao
196
11
0
28 Mar 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
237
77
0
16 Dec 2021
PAM: Understanding Product Images in Cross Product Category Attribute Extraction
Knowledge Discovery and Data Mining (KDD), 2021
Rongmei Lin
Xiang He
J. Feng
Nasser Zalmout
Yan Liang
Li Xiong
Xin Luna Dong
215
38
0
08 Jun 2021
AdaTag: Multi-Attribute Value Extraction from Product Profiles with Adaptive Decoding
Annual Meeting of the Association for Computational Linguistics (ACL), 2021
Jun Yan
Nasser Zalmout
Yan Liang
Christan Earl Grant
Xiang Ren
Xin Luna Dong
149
62
0
04 Jun 2021
Automatic Product Ontology Extraction from Textual Reviews
Joel Oksanen
O. Cocarascu
Francesca Toni
129
6
0
23 May 2021
Enquire One's Parent and Child Before Decision: Fully Exploit Hierarchical Structure for Self-Supervised Taxonomy Expansion
The Web Conference (WWW), 2021
Suyuchen Wang
Ruihui Zhao
Xi Chen
Yefeng Zheng
Bang Liu
207
33
0
27 Jan 2021
Taxonomy Completion via Triplet Matching Network
AAAI Conference on Artificial Intelligence (AAAI), 2021
Jieyu Zhang
Xiangchen Song
Ying Zeng
Jiaze Chen
Jiaming Shen
Yuning Mao
Lei Li
255
44
0
06 Jan 2021
Knowledge-guided Open Attribute Value Extraction with Reinforcement Learning
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2020
Ye Liu
Sheng Zhang
Rui Song
Suo Feng
Yanghua Xiao
152
8
0
19 Oct 2020
AutoKnow: Self-Driving Knowledge Collection for Products of Thousands of Types
Knowledge Discovery and Data Mining (KDD), 2020
Xin Luna Dong
Xiang He
Andrey Kan
Xian Li
Yan Liang
...
Yuning Mao
Yaqing Wang
Christos Faloutsos
Andrew McCallum
Jiawei Han
196
74
0
24 Jun 2020
STEAM: Self-Supervised Taxonomy Expansion with Mini-Paths
Yue Yu
Yinghao Li
Jiaming Shen
Haoyang Feng
Jimeng Sun
Chao Zhang
165
67
0
18 Jun 2020
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