Although the term "weird fiction" did not appear until the 20th century, Edgar Allan Poe is often regarded as the pioneering author of weird fiction. Poe was identified by Lovecraft as the first author of a distinct type of supernatural fiction different from traditional Gothic literature, and later commentators on the term have also suggested Poe was the first "weird fiction" writer. Sheridan Le Fanu is also seen as an early writer working in the sub-genre. Literary critics in the nineteenth century would sometimes use the term "weird" to describe supernatural fiction. For instance, the Scottish Review in an 1859 article praised Poe, E. T. A. Hoffmann and Walter Scott by saying the three writers had the "power of weird imagination". The Irish magazine The Freeman's Journal, in an 1898 review of Dracula by Bram Stoker, described the novel as "wild and weird" and not Gothic. Weinstock has suggested there was a period of "Old Weird Fiction" that lasted from the late 19th to early 20th centuries. S. T. Joshi and Miéville have both argued that there was a period of "Haute Weird" between 1880 and 1940, when authors important to Weird Fiction, such as Arthur Machen and Clark Ashton Smith were publishing their work. In the late nineteenth century, there were a number of British writers associated with the Decadent movement who wrote what was later described as weird fiction. These writers included Machen, M. P. Shiel, Count Eric Stenbock, and R. Murray Gilchrist. Other pioneering British weird fiction writers included Algernon Blackwood, William Hope Hodgson, Lord Dunsany, Arthur Machen, and M. R. James. The American pulp magazine Weird Tales published many such stories in the United States from March 1923 to September 1954. The magazine's editor Farnsworth Wright often used the term "weird fiction" to describe the type of material that the magazine published. The writers who wrote for the magazine Weird Tales are thus closely identified with the weird fiction subgenre, especially H. P. Lovecraft, Clark Ashton Smith, Fritz Leiber and Robert Bloch. Other pulp magazines that published weird fiction included Strange Tales, edited by Harry Bates , and Unknown Worlds (edited by John W. Campbell). 
H. P. Lovecraft popularised the term "weird fiction" in his essays. In "Supernatural Horror in Literature", Lovecraft gives his definition of weird fiction:
The true weird tale has something more than secret murder, bloody bones, or a sheeted form clanking chains according to rule. A certain atmosphere of breathless and unexplainable dread of outer, unknown forces must be present; and there must be a hint, expressed with a seriousness and portentousness becoming its subject, of that most terrible conception of the human brain—a malign and particular suspension or defeat of those fixed laws of Nature which are our only safeguard against the assaults of chaos and the daemons of unplumbed space.
S. T. Joshi describes several subdivisions of the weird tale: supernatural horror (or fantastique), the ghost story, quasi science fiction, fantasy, and ambiguous horror fiction and argues that "the weird tale" is primarily the result of the philosophical and aesthetic predispositions of the authors associated with this type of fiction.
Although Lovecraft was one of the few early 20th-century writers to describe his work as "weird fiction", the term has enjoyed a contemporary revival in New Weird fiction. For example, China Miéville often refers to his work as weird fiction. Many horror writers have also situated themselves within the weird tradition, including Clive Barker, who describes his fiction as fantastique, and Ramsey Campbell, whose early work was deeply influenced by Lovecraft.