Obstacles and Risks. The conceptual framework is quite general, and while many tasks can be addressed with this framework, this generality might make it difficult to pin down all possible challenges and see which practices can be shared. Some of the engineering structures required to support GIOs are much less developed and investigated than conventional IR system components. Particular challenges lie in an algorithmic understanding of information needs and response text. This requires a representation and inter- action mechanism that allows referring to generated response parts, giving relevance explanations for generated information units, and reasoning about conflicts and trustworthiness of harvested information units. Industrial applications of GIOs for task-specific purposes are likely to push the development of this area quite quickly ahead of the research community. We run the risk of falling behind rather than leading this effort.
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Sources: End User Agreement, End User Agreement, End User Agreement