[From algorithms to the bench]{style=“color: #666666; font-family: "arial"; font-size: 15pt; vertical-align: baseline; white-space: pre-wrap;”} [Text-mining holds the promise of helping researchers to overcome information overload. It is a familiar premise: an avalanche of scientific knowledge is being produced and shared.