Jeff Bridges is battling cancer ... he just revealed he's been diagnosed with lymphoma. The 'Big Lebowski' star just announced his cancer diagnosis on Twitter, telling fans ... "As the Dude would say.. New S**T has come to light. I have been diagnosed with Lymphoma."