Black Ferns captain Fiao o Fa amausili is one of three nominees for the women's award.
The winners will be named on Monday morning.
Last week it was announced that the All Blacks, Ardie Savea, Anton Lienert-Brown and coach Steven Hansen are also up for awards.
The All Blacks are up against England and the Fiji sevens team for the team of the year award.
Steve Hansen is nominated for the coach of the year along with England's Eddie Jones and Fiji sevens coach Ben Ryan. Controversially Hansen missed out on coach of the year to Australia's Michael Cheika. Hansen has previously won the award in 2012, 2013 and 2014. Former coach Graham Henry won the award a record five times.
Savea and Lienert-Brown have been nominated for breakthrough player of the year against Maro Itoje of England. All Blacks winger Nehe Milner-Skudder won the award last year.
World Rugby Men's Player of the Year
Beauden Barrett (New Zealand)
Dane Coles (New Zealand)
Owen Farrell (England)
Jamie Heaslip (Ireland)
Maro Itoje (England)
Billy Vunipola (England)
World Rugby Women's Player of the Year:
Fiao'o Fa'amausili (New Zealand)
Sarah Hunter (England)
Gaëlle Mignot (France).
World Rugby Women's Sevens Player of the Year
Charlotte Caslick (Australia)
Emily Scarratt (England)
Portia Woodman (New Zealand)
World Rugby Sevens Player of the Year
Osea Kolinisau (Fiji)
Seabelo Senatla (South Africa)
Virimi Vakatawa (France)
World Rugby Team of the Year
England
Fiji Sevens
New Zealand
World Rugby Coach of the Year
Steve Hansen (New Zealand)
Eddie Jones (England)
Ben Ryan (Fiji Sevens)
World Rugby Breakthrough Player of the Year
Maro Itoje (England)
Anton Lienert-Brown (New Zealand)
Ardie Savea (New Zealand)
Try of the Year
Jamie Heaslip (Ireland, v France)
Kaito Shigeno (Japan, v Scotland)
TJ Perenara (New Zealand, v Argentina)
World Rugby Referee Award
Jérôme Garcès (France)
Alhambra Nievas (Spain)
Jaco Peyper (South Africa)
Rasta Rasivhenge (South Africa)