Surafel Melaku Lakew

Nov 22, 2023 | amazon.science | Surafel Melaku Lakew |Yogesh Virkar |Prashant Mathur |Marcello Federico

Automatic dubbing (AD) is among the machine translation (MT) use cases where translations should match a given length to allow for synchronicity between source and target speech. For neural MT, generating translations of length close to the source length (e.g. within ±10% in character count), while preserving quality is a challenging task.

Mar 9, 2023 | amazon.science | Surafel Melaku Lakew |Yogesh Virkar |Prashant Mathur |Marcello Federico

How do you design and provide right incentives for millions of sellers that inbound and ship billions of customer orders? How do you measure sellers' response to /causal impacts of capacity control policies we implemented at Amazon using the state-of-the-art econometric techniques? How do you optimize Amazon’s third-party supply chain using new ideas never implemented at this scale to benefit millions of customers worldwide? How do you design and evaluate seller assistance to drive their success?