question: How are LED filaments used ?
answer: a low cost decorative alternative for traditional light bulbs
turker_answer: LED filaments are used as a low-cost decorative alternative for traditional light bulbs .
rule-based: LED filaments are used by a low cost decorative alternative for traditional light bulbs .