Washington (CNN) Education Secretary Arne Duncan called for an overhaul of President George W. Bush's signature No Child Left Behind Act on Monday morning, setting up yet another potential fight between the White House and the new Republican-dominated Congress.

Duncan delivered his remarks in the library of Seaton Elementary School in Washington, D.C. to a group of politicians, civil rights leaders, educators and members of the media. Conspicuously absent from the room were any children, as the D.C. Public Schools were under a two hour delay due to winter weather.

"I believe we can work together, Republicans and Democrats, move beyond the out-of-date and tired and prescriptive No Child Left Behind Law," Duncan said. He stressed his priority of improving access to preschool education, streamlining standardized testing, and giving more resources to teachers and principals, among other reforms.

However, one key component of No Child Left Behind, annual testing in reading and math, would remain in place under the new plan.

While Duncan said he wanted the bill to be bipartisan, he also said that he was "deeply concerned about where some Republicans may be headed" on the issue, citing "fundamental differences" with congressional Republicans about the importance of improving access to education for all young Americans.

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