Ben Arfa, 27, signed for the Ligue 1 club last month after his contract with Newcastle United was ended by mutual consent.
However, having played for the Magpies' under-21 side in August and for Hull City while on loan there before Christmas, the midfielder fell foul of FIFA regulations that prevent a player featuring for three clubs in the same season.
The former Lyon and Marseille man told a news conference on Tuesday that he and Nice would part ways, but that speculation he would hang up his boots was wide of the mark.
Hatem Ben Arfa: "Of course I'm thinking about continuing. I am not going to stop at this, that's not possible.
"I'm devastated, very sad, it really hurts -- but I'm not going to quit. I'd be ready to go to the North Pole to play football.
"It's finished with Nice. I would like to thank everyone -- the fans, the coach.
"They gave me a really warm welcome. It's a regret that I can't continue here, but sometimes life is like that and you have to accept decisions."
According to French Football Weekly, Ben Arfa would only be able to play again this season in an association that has a different calendar to UEFA's, meaning joining an MLS club could potentially be an option.
Major League Soccer is a professional soccer league representing the sport's highest level in both the United States and Canada.
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NEWCASTLE UTD v STOKE CITY
Sunday February 7th
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Newcastle Utd Fixtures ...
2014/15 SEASON
Sunday August 17
NEWCASTLE 0 MAN CITY 2
Krul, Janmaat, Williamson, Coloccini, Dummett, Colback, Anita (63' Obertan), Cabella, Sissoko, Gouffran (74' Aarons), Riviere (83' Perez).
Subs: Haidara, Elliot, S Taylor, Abeid
Saturday August 23
ASTON VILLA 0 NEWCASTLE 0
Krul, Janmaat, Williamson, Coloccini, Dummett, Anita (70' de Jong), Colback, Cabella, Sissoko, Gouffran, Riviere (77' Perez - 90+2' S Taylor).
Subs: Haidara, Elliot, Obertan, Abeid
Tuesday August 26
LC GILLINGHAM 0 NEWCASTLE 1 (Egan OG)
Krul, Janmaat, Coloccini, S Taylor, Haidara, Sissoko, Abeid, Obertan, de Jong (68' Perez), Aarons (60' Cabella), Riviere (86' Gouffran)
Subs: Anita, Ferreyra, Elliot, Dummett
Saturday August 30
NEWCASTLE 3 CRYSTAL PALACE 3 (Janmaat, Aarons, Williamson)
Krul, Janmaat (79' Perez), Williamson, Coloccini, Haidara, Sissoko, Colback, Cabella, de Jong (79' Anita), Gouffran (67' Aarons), Riviere
Subs: Elliot, Obertan, S Taylor, Dummett
Saturday September 13
SOUTHAMPTON 4 NEWCASTLE 0
Krul, Janmaat, Williamson, Coloccini, Haidara, Anita (45' Tiote), Colback, Cabella (69' Perez), Sissoko (90'Ameobi), Gouffran, Riviere
Subs: Elliot, Obertan, S Taylor, Armstrong
Saturday September 20
NEWCASTLE 2 HULL CITY (Cisse 2)
Krul, Janmaat, Williamson, Coloccini, Dummett, Tiote (85' Ameobi), Colback, Sissoko, Cabella, Gouffran (90+4' Perez), Riviere (69' Cisse)
Subs: Anita, Haidara, Elliot, S Taylor
Wednesday September 24
LC CRYSTAL PALACE 2 NEWCASTLE 3 AET (Riviere 2, Dummett)
Elliot, Janmaat (46 Haidara), Coloccini, S Taylor, Dummett, Colback, Abeid, Obertan, Armstrong, Ameobi (66 Sissoko), Riviere (80 Perez)
Subs: Anita, Ferreyra, Cabella, Alnwick
Monday September 29
STOKE CITY 1 NEWCASTLE 0
Krul, Janmaat, Williamson, Coloccini, Dummett, Tiote, Colback, Sissoko, Cabella (74' Ameobi), Gouffran (68' Obertan), Riviere (45' Cisse)
Subs: Anita, Elliot, S Taylor, Armstrong
Saturday October 4
SWANSEA CITY 2 NEWCASTLE 2 (Cisse 2)
Krul, Janmaat, Williamson, Coloccini, Dummett, Obertan, Tiote, Sissoko, Colback (69' Riviere), Gouffran (58' Ameobi), Cisse (85' Perez).
Subs: Anita, Haidara, Cabella, Elliot
Saturday October 18
NEWCASTLE 1 LEICESTER CITY 0 (Obertan)
Krul, Janmaat, S Taylor, Coloccini, Dummett (72' Haidara), Tiote, Anita (59' Perez), Colback, Obertan, Sissoko, Gouffran (90+2' Cabella), Cisse
Subs: Elliot, Abeid, Armstrong
Saturday October 26
TOTTENHAM 1 NEWCASTLE 2 (Ameobi, Perez)
Krul, Janmaat, S Taylor, Coloccini, Dummett, Anita (45' Cabella), Colback, Obertan (45' Ameobi), Sissoko, Gouffran, Perez (79' Haidara)
Subs: R Taylor, Ferreyra, Elliot, Armstrong
Wednesday October 29
LC MAN CITY 0 NEWCASTLE 2 (Aarons, Sissoko)
Elliot, Janmaat (64' Sissoko), Coloccini, Dummett, Haidara, Colback, R Taylor, Abeid, Obertan, Armstrong (65' Riviere), Aarons (46' Ameobi)
Subs: Krul, Gouffran, Perez, Cabella
Saturday November 1
NEWCASTLE 1 LIVERPOOL 0 (Perez)
Elliot, Krul, Janmaat, S Taylor, Coloccini, Dummett, Abeid, Colback, Obertan (27' Aarons), Sissoko), Ameobi (66' Cabella), Cisse (45' Perez)
Subs: R Taylor, Gouffran, Haidara, Elliot
Sunday November 9
WEST BROM 0 NEWCASTLE 2 (Perez, Coloccini)
Krul, Janmaat, Coloccini (78' Williamson), Dummett, Haidara, Abeid, Colback, Cabella (82' R Taylor), Sissoko, Ameobi (78' Gouffran), Perez
Subs: Anita, Cisse, Elliot, Armstrong
Saturday November 22
NEWCASTLE 1 QPR 0 (sissoko)
Krul, Janmaat, Williamson, Dummett, Haidara, R Taylor (34' Gouffran), Colback, Cabella (68' Cisse), Sissoko, Ameobi, Perez (89' Armstrong)
Subs: Anita, Ferreyra, Elliot, Streete
Saturday November 29
WEST HAM 1 NEWCASTLE 0
Elliot, Janmaat (74' S Taylor), Williamson, Dummett, Haidara, Tiote (63' Cabella), Colback, Gouffran (63' Cisse), Sissoko, Ameobi, Perez
Subs: Anita, Riviere, Alnwick, Armstrong
Tuesday December 2
BURNLEY 1 NEWCASTLE 1 (Cisse)
Elliot, Janmaat, Williamson (45' S Taylor), Dummett, Haidara, Abeid, Tiote, Gouffran, Perez (45' Cabella), Ameobi (75' Riviere), Cisse
Subs: Anita, Alnwick, Armstrong, Streete
Saturday December 6
NEWCASTLE 2 CHELSEA 1 (Cisse 2)
Elliot (45' Alnwick), Janmaat, S Taylor, Coloccini, Dummett, Tiote, Colback, Cabella (53' Cisse), Sissoko, Ameobi (83' Williamson), Perez
Subs: Anita, Gouffran, Haidara, Riviere
Saturday December 13
ARSENAL 4 NEWCASTLE 1 (Perez)
Alnwick, Janmaat, Williamson, Coloccini, Dummett, Tiote, Colback, Perez (82' Armstrong), Ameobi (56' Cabella), Gouffran, Cisse (56' Riviere)
Subs: Anita, Haidara, Vuckic, Woodman
Wednesday December 17
LC TOTTENHAM 4 NEWCASTLE 0
Alnwick, Coloccini, Williamson, Haidara, Dummett, Colback, Cabella (80' Vuckic), Gouffran, Perez, Sissoko (73' Anita), Riviere (60' Armstrong)
Subs: Streete, Satka, Woodman, Roberts
Sunday December 21
NEWCASTLE 0 SUNDERLAND 1
Alnwick, Janmaat, S Taylor, Coloccini, Dummett, Tiote (75' Cisse), Colback, Gouffran (59' Armstrong), Sissoko, Ameobi (89' Cabella), Perez
Subs: Williamson, Haidara, Riviere, Woodman
Friday December 26
MANCHESTER UNITED 3 NEWCASTLE 1 (Cisse pen)
Alnwick, Janmaat, S Taylor, Coloccini, Dummett (63' Cabella), Anita, Colback, Gouffran, Sissoko, Armstrong (63' Cisse), Perez (82' Vuckic)
Subs: Williamson, Riviere, Satka, Woodman
Sunday December 28
NEWCASTLE 3 EVERTON 2 (Cisse, Perez, Colback)
Alnwick, Janmaat, Williamson, Coloccini, Dummett, Tiote, Colback, Sissoko, Perez, Gouffran (90+1' Cabella), Cisse (73' Riviere)
Subs: Santon, Anita, S Taylor, Armstrong, Woodman
Thursday January 1 2015
NEWCASTLE 3 BURNLEY 3 (S Taylor, Sissoko, Colback)
Alnwick, Janmaat, Coloccini, S Taylor (Williamson 61), Dummett, Sissoko, Colback Tiote, Gouffran (Haidara 71), Perez, Riviere (Armstrong 57)
Subs: Santon, Anita, Satka, Woodman
Saturday January 3 2015
FAC LEICESTER CITY 1 NEWCASTLE 0
Alnwick, Santon, Williamson, Dummett, Haidara, Tiote, Anita, Vuckic (79' Roberts), Armstrong, Riviere, Cabella
Subs: Gouffran, Campbell, Satka, Bigirimana, Woodman, Gilliead
Saturday January 10 2015
CHELSEA 2 NEWCASTLE 0
Krul, Janmaat, Williamson, Coloccini, Dummett, Anita, Colback, Cabella, Sissoko (84' Riviere), Gouffran (63' Ameobi), Perez
Subs: Santon, Haidara, Vuckic, Satka, Woodman
Saturday January 17 2015
NEWCASTLE 1 SOUTHAMPTON 2 (Gouffran)
Krul, Janmaat, Coloccini, Dummett (80' Williamson), Haidara, Anita (68' Ameobi), Colback, Cabella, Sissoko, Gouffran (68' Riviere), Perez
Subs: Santon, Abeid, Armstrong, Woodman
Saturday January 31 2015
HULL CITY 0 NEWCASTLE 3 (Cabella, Ameobi, Gouffran)
Krul, Janmaat, Williamson, Coloccini, Haidara, Anita, Colback, Cabella (72' Gouffran), Sissoko, Ameobi (90+2' Abeid), Perez (82' Cisse)
Subs: Santon, Obertan, Riviere, Alnwick
Sunday February 8 2015
Newcastle United v Stoke City
Tuesday February 10 2015
Crystal Palace v Newcastle United
Saturday February 21 2015
Manchester City v Newcastle United
Saturday February 28 2015
Newcastle United v Aston Villa
Wednesday March 4 2015
Newcastle United v Man Utd
Saturday March 14 2015
Everton v Newcastle United
Saturday March 21 2015
Newcastle United v Arsenal
Saturday April 4 2015
Sunderland v Newcastle United
Saturday April 11 2015
Liverpool v Newcastle United
Saturday April 18 2015
Newcastle United v Tottenham
Saturday April 25 2015
Newcastle United v Swansea City
Saturday May 2 2015
Leicester City v Newcastle United
Saturday May 9 2015
Newcastle United v West Brom
Saturday May 16 2015
QPR v Newcastle United
Sunday May 24 2015
Newcastle United v West Ham United