Lack of progress as an opportunity for progress
Timothy G. Armstrong, Alistair Moffat, William Webber, and Justin Zobel have written what will undoubtedly be a controversy and discussion-inspiring paper for the upcoming CIKM 2009 conference. The paper compares over 100 studies of information retrieval systems based on various TREC collections, and concludes that not much progress has been made over the last decade in terms off Mean Average Precision (MAP). They also found that studies that use the TREC data outside the TREC competition tend to pick poor baselines to show short-term improvement (which is publishable) without demonstrating long-term gains in system performance. This interesting analysis is summarized in a blog post by William Webber.