Having ended a two-month scoring drought this past weekend, Alexandre Lacazette made it two goals in two games with a late winner in Athens.
Arsenal ended their winless run in style as the side cruised to a 4-0 league win over Newcastle United, rising to 10th place in the table.
Arsenal remains without a victory in the league since New Year's Day.
Manchester United secured the signing of Odion Ighalo at the last moment while Cedric Soares joined Arsenal on loan from Southampton until the end of the season.
The methods of recently hired manager Mikel Arteta looked to be taking hold as 18-year-old left-back Bukayo Saka finished off a sweeping, 22-pass move with a thunderous shot in off the crossbar in the fifth minute.
Arsenal played with 10 men for more than an hour following David Luiz's 26th-minute red card and fell behind on two occasions at Stamford Bridge, yet still came away from a wild London derby with a 2-2 draw.
Chelsea vs Arsenal Live Streaming, Premier League: Here are the details of When and Where to watch live football match online on Hotstar and live TV telecast on Star Sports Network.
Crystal Palace scored a late goal as Manchester City were held to a 2-2 draw while Spurs and Arsenal drew 0-0 and 1-1 against Watford and Sheffield respectively.
Jordan Ayew had already equalized for Palace when Aubameyang made a late challenge on Max Meyer, catching the midfielder’s left ankle with studs showing.
Reiss Nelson scored the only goal of the game as Arsenal edged past Leeds United to enter the fourth round of the FA Cup.
Arsenal confirmed that Calum Chambers ruptured the anterior cruciate ligament in his left knee during the loss to Chelsea on Sunday.
Nicolas Pepe swept in the opener in the eighth minute and Sokratis grabbed the second in the 42nd after United goalkeeper David De Gea parried Alexandre Lacazette's header.
Arsenal goalkeeper Bernd Leno missed an attempt to punch Mason Mount's free kick clear, allowing Jorginho to net in the 83rd minute and cancel out Pierre-Emerick Aubameyang's first-half opener.
Pierre-Emerick Aubameyang's 63rd-minute goal was his 12th in the league as Arsenal came from behind to draw 1-1 against Bournemouth.
Carlo Ancelotti and Mikel Arteta got a front-row view of the task awaiting them at Everton and Arsenal, respectively, as the teams played out a dull 0-0 draw in the Premier League on Saturday.
Arteta was confirmed as the full-time replacement for Unai Emery, who was fired three weeks ago.
Pictures in the British media also showed Arsenal managing director Vinai Venkatesham outside Arteta's house in the early hours of Monday.
Other teams switching across as third-place finishers in their Champions League groups include Benfica and Shakhtar Donetsk, who were drawn to play each other.
Arsenal sacked Unai Emery in November and former player Freddie Ljungberg is currently managing the side on an interim basis.
Manchester City returned to winning ways in the Premier League with a 3-0 victory over Arsenal at the Emirates Stadium.
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