An empirical comparison of generative approaches for product attribute-value identification

K Sabeh, R Litschko, M Kacimi, B Plank… - arXiv preprint arXiv …, 2024 - arxiv.org
Product attributes are crucial for e-commerce platforms, supporting applications like search,
recommendation, and question answering. The task of Product Attribute and Value …

Exploring Large Language Models for Product Attribute Value Identification

K Sabeh, M Kacimi, J Gamper, R Litschko… - arXiv preprint arXiv …, 2024 - arxiv.org
Product attribute value identification (PAVI) involves automatically identifying attributes and
their values from product information, enabling features like product search …

From Discrimination to Generation: Low-Resource Intent Detection with Language Model Instruction Tuning

F Zhang, W Chen, F Ding, M Gao, T Wang… - Findings of the …, 2024 - aclanthology.org
Intent detection aims to identify user goals from utterances, and is a ubiquitous step towards
the satisfaction of user desired needs in many interaction systems. As dynamic and varied …

Bridging the Gap Between Information Seeking and Product Search Systems: Q&A Recommendation for E-commerce

S Kuzi, S Malmasi - ACM SIGIR Forum, 2024 - dl.acm.org
Consumers on a shopping mission often leverage both product search and information
seeking systems, such as web search engines and Question Answering (QA) systems, in an …

Designing Search-as-Learning Systems

A Câmara - 2024 - research.tudelft.nl
At the core of Search-as-Learning (SAL), as a sub-field of Interactive Information Retrieval
(IIR), is exploring how people use search engines to acquire knowledge. Inherently …