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cs.IR2024
Improving Retrieval in Sponsored Search by Leveraging Query Context Signals
Akash Kumar Mohankumar, Gururaj K, Gagan Madan +1
Accurately retrieving relevant bid keywords for user queries is critical in Sponsored Search but remains challenging, particularly for short, ambiguous queries. Existing dense and…
cs.CL2024
Scaling the Vocabulary of Non-autoregressive Models for Efficient Generative Retrieval
Ravisri Valluri, Akash Kumar Mohankumar, Kushal Dave +4
Generative Retrieval introduces a new approach to Information Retrieval by reframing it as a constrained generation task, leveraging recent advancements in Autoregressive (AR) lang…