Natalie PortmanandBenjamin Millepiedshared a kiss days before reports of his alleged affair made headlines.The Oscar winner, 41, and her dancer husband, 45, were photographed embracing during a dinner on May 29 in Paris, where theydined with herMay DecemberdirectorTodd Haynes and other guests.Portman and Millepied’s moment of PDA came days before French outletVoicipublished a report claiming Millepied had an affair.A source told PEOPLE on Friday that “it was short-lived and it is over.“Another source close to the couple said Millepied “knows he made an enormous mistakeand he is doing all he can to get Natalie to forgive him and keep their family together.“Spread Pictures / MEGA"Natalie is incredibly private and has no intention of playing this out in the media. Her biggest priority is protecting her children and their privacy,” added the source.Portman and Millepied share two kids: son Aleph, 12 this month, and daughterAmalia, 6.Benjamin Millepied and Natalie Portman in September.Unique Nicole/GettyTheThoractress celebratedtheir 10-year wedding anniversaryin August with an Instagram tribute,writingat the time alongside a photo of them together, “Ten years today @benjaminmillepied, and it keeps getting better…“She appeared on red carpets at the Cannes Film Festival last month without Millepied andattended a soccer game in Parison Saturday.Portman previously recalled meeting Millepied while makingBlack Swanback in 2009, where Millepied was the film’s choreographer as she learned the ballet sequences.Lionel Hahn/GettyNever miss a story — sign up forPEOPLE’s free daily newsletterto stay up-to-date on the best of what PEOPLE has to offer, from juicy celebrity news to compelling human interest stories.“I met my husband on it, so I think I was in, like, dreamland,” Portman said during aSiriusXM Town Hall interviewin 2018. “… He was teaching me to dance. You know, one of those romantic [stories] … It was definitely exciting and fun.““It was beautiful,” she continued. “I don’t know about instant. It was like I really got to know him and that was when it seemed like, ‘Oh this is the person.’ "

Natalie PortmanandBenjamin Millepiedshared a kiss days before reports of his alleged affair made headlines.

The Oscar winner, 41, and her dancer husband, 45, were photographed embracing during a dinner on May 29 in Paris, where theydined with herMay DecemberdirectorTodd Haynes and other guests.

Portman and Millepied’s moment of PDA came days before French outletVoicipublished a report claiming Millepied had an affair.

A source told PEOPLE on Friday that “it was short-lived and it is over.”

Another source close to the couple said Millepied “knows he made an enormous mistakeand he is doing all he can to get Natalie to forgive him and keep their family together.”

Spread Pictures / MEGA

EXCLUSIVE: Natalie Portman, Benjamin Millepied and Todd Haynes enjoying dinner out after the screening of May December for the closing evening of Chimeres Americaines at Centre Pompidou in Paris

“Natalie is incredibly private and has no intention of playing this out in the media. Her biggest priority is protecting her children and their privacy,” added the source.

Portman and Millepied share two kids: son Aleph, 12 this month, and daughterAmalia, 6.

Benjamin Millepied and Natalie Portman in September.Unique Nicole/Getty

Benjamin Millepied and Natalie Portman attends the “Carmen” Premiere during the 2022 Toronto International Film Festival at TIFF Bell Lightbox on September 11, 2022 in Toronto, Ontario.

TheThoractress celebratedtheir 10-year wedding anniversaryin August with an Instagram tribute,writingat the time alongside a photo of them together, “Ten years today @benjaminmillepied, and it keeps getting better…”

She appeared on red carpets at the Cannes Film Festival last month without Millepied andattended a soccer game in Parison Saturday.

Portman previously recalled meeting Millepied while makingBlack Swanback in 2009, where Millepied was the film’s choreographer as she learned the ballet sequences.

Lionel Hahn/Getty

Natalie Portman and Benjamin Millepied attend the 2022 Vanity Fair Oscar Party hosted by Radhika Jones at Wallis Annenberg Center for the Performing Arts on March 27, 2022 in Beverly Hills, California.

Never miss a story — sign up forPEOPLE’s free daily newsletterto stay up-to-date on the best of what PEOPLE has to offer, from juicy celebrity news to compelling human interest stories.

“I met my husband on it, so I think I was in, like, dreamland,” Portman said during aSiriusXM Town Hall interviewin 2018. “… He was teaching me to dance. You know, one of those romantic [stories] … It was definitely exciting and fun.”

“It was beautiful,” she continued. “I don’t know about instant. It was like I really got to know him and that was when it seemed like, ‘Oh this is the person.’ "

source: people.com