The “replication crisis” that has been raging in fields like Psychology (Open Science Collaboration 2015) or Medicine (Ioannidis 2005) for years has recently reached the field of Artificial Intelligence (Barber 2019). One of the key conferences in the field, NeurIPS, has reacted by appointing ‘reproducibility chairs’ in their organizing committee.…[Read more]

Numbers appear to have limited value for literary study, since our discipline is usually more concerned to explore differences of interpretation than to describe the objective features of literary works. But it may be time to re-examine the assumption that numbers are only useful for objective description. Machine learning algorithms are actually…[Read more]

Numbers appear to have limited value for literary study, since our discipline is usually more concerned to explore differences of interpretation than to describe the objective features of literary works. But it may be time to re-examine the assumption that numbers are only useful for objective description. Machine learning algorithms are actually…[Read more]

Numbers appear to have limited value for literary study, since our discipline is usually more concerned to explore differences of interpretation than to describe the objective features of literary works. But it may be time to re-examine the assumption that numbers are only useful for objective description. Machine learning algorithms are actually…[Read more]

Numbers appear to have limited value for literary study, since our discipline is usually more concerned to explore differences of interpretation than to describe the objective features of literary works. But it may be time to re-examine the assumption that numbers are only useful for objective description. Machine learning algorithms are actually…[Read more]

This report describes a collection of 210,305 volumes of fiction that researchers are encouraged to borrow for their own work. Alternately, readers can simply browse the report as a description of English-language fiction in HathiTrust Digital Library. For instance, how does the proportion of fiction written by British authors or by women change…[Read more]

This report describes a collection of 210,305 volumes of fiction that researchers are encouraged to borrow for their own work. Alternately, readers can simply browse the report as a description of English-language fiction in HathiTrust Digital Library. For instance, how does the proportion of fiction written by British authors or by women change…[Read more]

Critics often discuss works of fiction by condensing them into a few resonant scenes. We are so attached to this strategy, in fact, that we sometimes apply it to history itself: New Historicists explicitly theorize the anecdote as an appropriately literary representation of the past. But why should minutes and hours be more literary than months…[Read more]

Critics often discuss works of fiction by condensing them into a few resonant scenes. We are so attached to this strategy, in fact, that we sometimes apply it to history itself: New Historicists explicitly theorize the anecdote as an appropriately literary representation of the past. But why should minutes and hours be more literary than months…[Read more]