19 citations · 22 across the 3 of their papers we have counts for
3 papers
cs.CL2023
A Unified Generative Approach to Product Attribute-Value Identification
Keiji Shinzato, Naoki Yoshinaga, Yandi Xia +1
Product attribute-value identification (PAVI) has been studied to link products on e-commerce sites with their attribute values (e.g., <Material, Cotton>) using product text as clu…
cs.CL2022★ 19 cited
Simple and Effective Knowledge-Driven Query Expansion for QA-Based Product Attribute Extraction
Keiji Shinzato, Naoki Yoshinaga, Yandi Xia +1
A key challenge in attribute value extraction (AVE) from e-commerce sites is how to handle a large number of attributes for diverse products. Although this challenge is partially a…
cs.CL2016★ 3 cited
Chinese Event Extraction Using DeepNeural Network with Word Embedding
Yandi Xia, Yang Liu
A lot of prior work on event extraction has exploited a variety of features to represent events. Such methods have several drawbacks: 1) the features are often specific for a parti…