Fetching the paper…
Reading the bibliography…
We enhance the autonomy of the continuous active learning method shown by Cormack and Grossman (SIGIR 2014) to be effective for technology-assisted review, in which documents from a collection are retrieved and reviewed, using relevance feedback, until substantially all of the relevant documents have been reviewed.
An evaluation of retrieval effectiveness for a full-text document-retrieval system
D. Blair and M. E. Maron · 1985
Earlier work this paper cites.
A sequential algorithm for training text classifiers
D. D. Lewis and W. A. Gale · 1994
Earlier work this paper cites.
Stairs redux: Thoughts on the stairs evaluation, ten years after
D. C. Blair · 1996
Earlier work this paper cites.
Efficient construction of large test collections
G. V. Cormack, C. R. Palmer, and C. L. A. Clarke · 1998
Earlier work this paper cites.
How reliable are the results of large-scale information retrieval experiments?
J. Zobel · 1998
Earlier work this paper cites.
Variations in relevance judgments and the measurement of retrieval effectiveness
E. M. Voorhees · 2000
Earlier work this paper cites.
Support vector machines: relevance feedback and information retrieval
H. Drucker, B. Shahrary, and D. C. Gibbon · 2002
Earlier work this paper cites.
Machine learning in automated text categorization
F. Sebastiani · 2002
Earlier work this paper cites.
Building a filtering test collection for trec 2002
I. Soboroff and S. Robertson · 2003
Cited alongside, same era.
RCV1: A new benchmark collection for text categorization research
D. D. Lewis, Y. Yang, T. G. Rose, and F. Li · 2004
Cited alongside, same era.
Forming test collections with no system pooling
M. Sanderson and H. Joho · 2004
Cited alongside, same era.
Practical learning from one-sided feedback
D. Sculley · 2007
Cited alongside, same era.
H5 at TREC 2008 Legal Interactive: User modeling, assessment & measurement
C. Hogan, J. Reinhart, D. Brassil, M. Gerber, S. Rugani, and T. Jade · 2008
Cited alongside, same era.
Searching for studies
C. Lefebvre, E. Manheimer, and J. Glanville · 2008
Cited alongside, same era.
Overview of the TREC 2009 Legal Track
B. Hedin, S. Tomlinson, J. R. Baron, and D. W. Oard · 2009
Later among the works it cites.
Overview of the TREC 2008 Legal Track
D. W. Oard, B. Hedin, S. Tomlinson, and J. R. Baron · 2009
Later among the works it cites.
Overview of the trec 2010 legal track
G. V. Cormack, M. R. Grossman, B. Hedin, and D. W. Oard · 2010
Later among the works it cites.
Active learning literature survey
B. Settles · 2010
Later among the works it cites.
Overview of the TREC 2011 Legal Track
M. R. Grossman, G. V. Cormack, B. Hedin, and D. W. Oard · 2011
Later among the works it cites.
The implications of Rule 26(g) on the use of technology-assisted review
K. Schieneman and T. Gricks · 2013
Later among the works it cites.
alphaXiv searches the wider corpus for related work and actual follow-ups.
alphaXiv is searching for related work…
Machine learning for information retrieval: TREC 2009 Web, Relevance Feedback and Legal Tracks
G. Cormack and M. Mojdeh · 2009
Cited alongside, same era.
Evaluation of machine-learning protocols for technology-assisted review in electronic discovery
G. V. Cormack and M. R. Grossman · 2014
Later among the works it cites.