I agree that the search would be more user-friendly without dropping one and two character phrases.
If dropping these is still seen as important, a few suggested adds to the "exception list" are all numbers (e.g. "2", "3", ..., "99") and roman numerals (e.g. "I", "II", "IV, ...).
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