In the realm of e-commerce search, the significance of semantic matching cannot be
overstated, as it directly impacts both user experience and company revenue. Along this …

Querying, conversing, and controlling search and information-seeking interfaces using
natural language are fast becoming ubiquitous with the rise and adoption of large-language …

Query rewriting refers to an established family of approaches that are applied to
underspecified and ambiguous queries to overcome the vocabulary mismatch problem in …

Online shopping is a complex multi-task, few-shot learning problem with a wide and
evolving range of entities, relations, and tasks. However, existing models and benchmarks …

Conversational AI systems such as Alexa need to understand defective queries to ensure
robust conversational understanding and reduce user friction. These defective queries often …

E-commerce search systems such as Taobao Search, the largest e-commerce searching
system in China, aim at providing users with the most preferred items (eg, products). Due to …

Product search is an important service on Taobao, the largest e-commerce platform in
China. Through this service, users can easily find products relevant to their specific needs …

There is a niche of companies responsible for intermediating the purchase of large batches
of varied products for other companies, for which the main challenge is to perform product …

Writing various medical records takes significant daily workload for physicians. Generative
AI technique has the advantage in tasks of data-to-text generation and text summarization …

Query AutoComplete (QAC) is an important feature in e-commerce search engines, aimed at
enhancing user experience by offering relevant query suggestions. However, these …