2 papers
cs.IR2024
AutoTask: Task Aware Multi-Faceted Single Model for Multi-Task Ads Relevance
Shouchang Guo, Sonam Damani, Keng-hao Chang
Ads relevance models are crucial in determining the relevance between user search queries and ad offers, often framed as a classification problem. The complexity of modeling increa…
cs.CL2024
LoPT: Low-Rank Prompt Tuning for Parameter Efficient Language Models
Shouchang Guo, Sonam Damani, Keng-hao Chang
In prompt tuning, a prefix or suffix text is added to the prompt, and the embeddings (soft prompts) or token indices (hard prompts) of the prefix/suffix are optimized to gain more…