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Publication search results
found 64 matches
- 2024
- Kalyani Roy, Pawan Goyal, Manish Pandey:
Exploring generative frameworks for product attribute value extraction. Expert Syst. Appl. 243: 122850 (2024) - Tao Zhang, Chenwei Zhang, Xian Li, Jingbo Shang, Hoang Nguyen, Philip S. Yu:
Stronger, Lighter, Better: Towards Life-Long Attribute Value Extraction for E-Commerce Products. ACL (Findings) 2024: 8631-8643 - Alexander Brinkmann, Nick Baumann, Christian Bizer:
Using LLMs for the Extraction and Normalization of Product Attribute Values. ADBIS 2024: 217-230 - Kassem Sabeh, Mouna Kacimi, Johann Gamper:
QPAVE: A Multi-task Question Answering Approach for Fine-Grained Product Attribute Value Extraction. DaWaK 2024: 331-345 - Rohan Potta, Mallika Asthana, Siddhant Yadav, Nidhi Goyal, Sai Patnaik, Parul Jain:
AttriSage: Product Attribute Value Extraction Using Graph Neural Networks. EACL (Student Research Workshop) 2024: 89-94 - Chenhao Fang, Xiaohan Li, Zezhong Fan, Jianpeng Xu, Kaushiki Nag, Evren Körpeoglu, Sushant Kumar, Kannan Achan:
LLM-Ensemble: Optimal Large Language Model Ensemble Method for E-commerce Product Attribute Value Extraction. SIGIR 2024: 2910-2914 - Jiaying Gong, Hoda Eldardiry:
Multi-Label Zero-Shot Product Attribute-Value Extraction. WWW 2024: 2259-2270 - Jiaying Gong, Hoda Eldardiry:
Multi-Label Zero-Shot Product Attribute-Value Extraction. CoRR abs/2402.08802 (2024) - Chenhao Fang, Xiaohan Li, Zezhong Fan, Jianpeng Xu, Kaushiki Nag, Evren Körpeoglu, Sushant Kumar, Kannan Achan:
LLM-Ensemble: Optimal Large Language Model Ensemble Method for E-commerce Product Attribute Value Extraction. CoRR abs/2403.00863 (2024) - Nick Baumann, Alexander Brinkmann, Christian Bizer:
Using LLMs for the Extraction and Normalization of Product Attribute Values. CoRR abs/2403.02130 (2024) - Apurva Sinha, Ekta Gujral:
PAE: LLM-based Product Attribute Extraction for E-Commerce Fashion Trends. CoRR abs/2405.17533 (2024) - Li Yang, Qifan Wang, Jianfeng Chi, Jiahao Liu, Jingang Wang, Fuli Feng, Zenglin Xu, Yi Fang, Lifu Huang, Dongfang Liu:
EAVE: Efficient Product Attribute Value Extraction via Lightweight Sparse-layer Interaction. CoRR abs/2406.06839 (2024) - 2023
- Thomas Ricatte, Donato Crisostomi:
AVEN-GR: Attribute Value Extraction and Normalization using product GRaphs. ACL (industry) 2023: 126-133 - Li Yang, Qifan Wang, Jingang Wang, Xiaojun Quan, Fuli Feng, Yu Chen, Madian Khabsa, Sinong Wang, Zenglin Xu, Dongfang Liu:
MixPAVE: Mix-Prompt Tuning for Few-shot Product Attribute Value Extraction. ACL (Findings) 2023: 9978-9991 - Zhongfen Deng, Hao Peng, Tao Zhang, Shuaiqi Liu, Wenting Zhao, Yibo Wang, Philip S. Yu:
JPAVE: A Generation and Classification-based Model for Joint Product Attribute Prediction and Value Extraction. IEEE Big Data 2023: 1087-1094 - Jiaying Gong, Wei-Te Chen, Hoda Eldardiry:
Knowledge-Enhanced Multi-Label Few-Shot Product Attribute-Value Extraction. CIKM 2023: 3902-3907 - Ansel Blume, Nasser Zalmout, Heng Ji, Xian Li:
Generative Models for Product Attribute Extraction. EMNLP (Industry Track) 2023: 575-585 - Wei-Te Chen, Keiji Shinzato, Naoki Yoshinaga, Yandi Xia:
Does Named Entity Recognition Truly Not Scale Up to Real-world Product Attribute Extraction? EMNLP (Industry Track) 2023: 152-159 - Jiaying Gong, Wei-Te Chen, Hoda Eldardiry:
Knowledge-Enhanced Multi-Label Few-Shot Product Attribute-Value Extraction. CoRR abs/2308.08413 (2023) - Zhongfen Deng, Wei-Te Chen, Lei Chen, Philip S. Yu:
AE-smnsMLC: Multi-Label Classification with Semantic Matching and Negative Label Sampling for Product Attribute Value Extraction. CoRR abs/2310.07137 (2023) - Alexander Brinkmann, Roee Shraga, Christian Bizer:
Product Attribute Value Extraction using Large Language Models. CoRR abs/2310.12537 (2023) - Zhongfen Deng, Hao Peng, Tao Zhang, Shuaiqi Liu, Wenting Zhao, Yibo Wang, Philip S. Yu:
JPAVE: A Generation and Classification-based Model for Joint Product Attribute Prediction and Value Extraction. CoRR abs/2311.04196 (2023) - 2022
- Hanqing Xu, Shunxiang Zhang, Guangli Zhu, Hai Yang Zhu:
ALSEE: a framework for attribute-level sentiment element extraction towards product reviews. Connect. Sci. 34(1): 205-223 (2022) - Keiji Shinzato, Naoki Yoshinaga, Yandi Xia, Wei-Te Chen:
Simple and Effective Knowledge-Driven Query Expansion for QA-Based Product Attribute Extraction. ACL (2) 2022: 227-234 - Zhongfen Deng, Wei-Te Chen, Lei Chen, Philip S. Yu:
AE-smnsMLC: Multi-Label Classification with Semantic Matching and Negative Label Sampling for Product Attribute Value Extraction. IEEE Big Data 2022: 1816-1821 - Kushal Kumar, Anoop S. V. K. K. Saladi:
PAVE: Lazy-MDP based Ensemble to Improve Recall of Product Attribute Extraction Models. CIKM 2022: 3233-3242 - Qifan Wang, Li Yang, Jingang Wang, Jitin Krishnan, Bo Dai, Sinong Wang, Zenglin Xu, Madian Khabsa, Hao Ma:
SMARTAVE: Structured Multimodal Transformer for Product Attribute Value Extraction. EMNLP (Findings) 2022: 263-276 - Miaobo Hu, Jun Xiao, Yunfei Liu, Weihu Guo, Xipeng Fan:
Fusing Attribute Type Features for Attribute Value Extraction from Product via Question Answering. MLNLP 2022: 179-184 - Jiayi Xu, Shuang Zhang, Zhen Zhu, Lincan Zou, Mengting Yang:
Exploratory Research on Knowledge Graph Construction and Attribute Value Extraction for Large-scale Textual Data of Tourism Products. WHICEB 2022: 19 - Li Yang, Qifan Wang, Zac Yu, Anand Kulkarni, Sumit Sanghai, Bin Shu, Jon Elsas, Bhargav Kanagal:
MAVE: A Product Dataset for Multi-source Attribute Value Extraction. WSDM 2022: 1256-1265
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