I could see Parsey McParseface helping identifying patterns in literature contemporaneous to the biblical texts. Certain idiomatic uses of syntax, which would have been obvious to the original readers, could be identified much more quickly.
I could see Parsey McParseface helping identifying patterns in literature contemporaneous to the biblical texts. Certain idiomatic uses of syntax, which would have been obvious to the original readers, could be identified much more quickly.
There are a ton of Jewish Idioms in the Bible that many don't understand at all, including "No man knows the day or the hour" which is a traditional Jewish Wedding Idiom. Lots and lots of things could be explored with enough data and resources.
If you have a small (ish), well-known text, I don't think you will get much insight from machine translation. Certainly there are plenty of uses for computer text analysis/mining in biblical studies, but I doubt translation is one of them. And for obscure idioms or hapax legomena, machine translation definitely can't help you because by definition there are no other sources to rely on.
[1] http://www.amazon.com/Oral-Formulaic-Study-Quran-Andrew-Bann...
[2] http://www.academia.edu/9490706/Retelling_the_Tale_A_Compute...
E.g. I remember from school getting in into an argument with a teacher over the interpretation of a poem. "His" interpretation, which was really the interpretation of some authority who'd written a book was blatantly contradicted by the text if you assumed that the author hadn't suddenly forgotten all his basic grammar despite all the evidence to the contrary everywhere else that he was always very precise in this respect.
Of course, in some of these kind of instances, it will be incredibly hard to overcome the retort that any "revelation" is just a bug.
In a more general sense, people are typically exceedingly bad at parsing text, judging by how often online debates devolve into bickering caused largely by misunderstanding the other party's argument. Often to the extent of even ending up arguing against people who you agree with. Having tools that help clarify the parsing for people might be interesting in that respect too.
I once interned for a company that's been doing this for years. They have all kinds of features tracing individual words through various different languages, etc.
I would think the technology could be helpful in a fairly narrow way: identifying syntactical constructions outside the bible to help explain ambiguous syntactical constructions within it (For example, Ugaritic texts, another ancient Semitic language similar to Hebrew, are often studied to aid in understanding portions of the Old Testament). Scholars have been doing this without computers for some time and have begun to do this type of analysis with software. I would imagine more sophisticated software would yield at least some new insights.