The result saw the Clarets end the weekend down in 19th place, but it's not all doom and gloom, as the side still have some games in hand over some their relegation rivals which could see them escape the drop.
After the international break, Burnley take on Manchester City, who have looked a little shaky of late, dropping points against both Crystal Palace and Spurs over their last five games.
Meanwhile, Burnely boss Sean Dyche has given his verdict on talk of bringing back five substitutes to Premier League football, and said: “For the big clubs who play lots of games, of course it’s useful.
“It gives them the ability to use players who are fresher and more ready, but of course it does favour the big clubs because if you are one of the superpowers they probably carry 20-plus international footballers, so they can use them more regularly.
“It will, in my opinion, help them over a season. For smaller clubs like ourselves, it’s detrimental slightly as if teams opposite us have 20-plus players who they can use, then it’s a positive for them and not so useful for us.
“As we’ve seen, we carry a small squad, we can’t afford the same quality as the big teams, and if you get injuries it becomes very difficult.”
Take a look at the latest news and transfer stories from the Premier League, as the build-up to the league's midweek and weekend action continues.
1. Fiorentina eager to land Torreira
Fiorentina have been tipped to accelerate their efforts to sign their current loan star Lucas Torreira from Arsenal. It has been suggested that the Serie A side won’t look to negotiate their £12.5m option-to-buy down, and will look to arrange the deal quickly. (Sport Witness)
2. Mills’ shock Coutinho claim
Pundit Danny Mills has suggested that Aston Villa could pay Philippe Coutinho a whopping £20m as a bonus to convince him to join the club permanently. He suggested that Barcelona could accept a cut price fee to get him off the wage bill, with Coutinho himself pocketing the rest. (Football Insider)
3. Red Devils eye Kane
Manchester United are said to be interested in signing Spurs and England star Harry Kane this summer, as they look to rebuild their struggling squad at the end of the season. He could cost the Red Devils a whopping £120m. (Mirror)
4. Magpies still in Botman battle
Newcastle United are said to be prepared to fight to sign Lille defender Sven Botman, despite AC Milan looking like they could be close to signing the player. He was heavily linked with a move in January, but the Magpies were unable to seal the deal. (Gazzetta dello Sport)