Expert in the Lead (XITL)

The MITLMachine in the loop is an approach to human/machine translation. Under Machine in the Loop, a human expert (i.e. a translator) makes use of computer-based tools to support them in the translation process. This approach contrasts "human in the loop" (HITL), which only has subordinate human involvement. HITL also does not state whether the human involved is necessary an expert. and HITLHuman in the loop is an approach advocated by the translation industry, whereby machine translation is used and the role of human translators is secondary - e.g. doing some kind of post-editing. It has become particularly prevalent with the rise of LLMs. My issues with HITL is that it reduces the role of a human (with no mention of their approaches to human/machine translation advocate “Machine in the Loop” (MITLMachine in the loop is an approach to human/machine translation. Under Machine in the Loop, a human expert (i.e. a translator) makes use of computer-based tools to support them in the translation process. This approach contrasts "human in the loop" (HITL), which only has subordinate human involvement. HITL also does not state whether the human involved is necessary an expert.) and “Human in the Loop” (HITLHuman in the loop is an approach advocated by the translation industry, whereby machine translation is used and the role of human translators is secondary - e.g. doing some kind of post-editing. It has become particularly prevalent with the rise of LLMs. My issues with HITL is that it reduces the role of a human (with no mention of their) – both relegate humans to the loop. The Expert in the Lead (EITL/XITL) approach is human expert-led, rather than only having the (potentially non-expert) human in the loopHuman in the loop is an approach advocated by the translation industry, whereby machine translation is used and the role of human translators is secondary - e.g. doing some kind of post-editing. It has become particularly prevalent with the rise of LLMs. My issues with HITL is that it reduces the role of a human (with no mention of their.