I believe the poet was K.G.Mustafa. Talat Mahmud was the original singer. Many others including Ferdous Ara popularized this song later… This is the first stanza.

“Tomarey legechhe eto je bhalo
Chand bujhi ta jaaney
Rater-o bashore, doshor hoye
Tai se amaarey taaney”

That I have liked you so much
Perhaps the moon has gotten to know
(That’s why) befriending me in tonight’s party,
It keeps tugging at me