Around 1940, New Yorker staff writer Joe Mitchell meets Joe Gould, a Greenwich Village character who cadges meals, drinks, and contributions to the Joe Gould Fund and who is writing a voluminous Oral History of the World, a record of 20,000 conversations he's overheard. Mitchell is fascinated with this Harvard grad and writes a 1942 piece about him, "Professor Seagull," bringing Gould some celebrity and an invitation to join the Greenwich Village Ravens, a poetry club he's often crashed. Gould's touchy, querulous personality and his frequent dropping in on Mitchell for hours of chat lead to a breakup, but the two Joes stay in touch until Gould's death and Mitchell's unveiling of the secret.
A Japanese businessman travels to Iceland and has a series of misadventures while venturing to a remote area to perform a traditional burial ritual where his parents died several years back.
A hobo played by Barnard Hughes decides it's time to go home. Drifting from place to place, Hughes finds himself in his hometown of Salt Lake City at Christmas time. Here he hopes to close old wounds and be reunited with his unforgiving son played by Gerald McRaney, and get to know the grandchildren he has never met. McRaney, still resenting the fact that Hughes ran out on his family 25 years earlier, gives his father only one day with his grandkids; after that, he's expected to leave and never come back. All the while Hughes' friends warn him that his son and the past are memories that are best left alone, and should leave, but he has to find out for himself.