diff --git a/docs/index/lp.bib b/docs/index/lp.bib
index 8540b6078..57a1cd0ed 100644
--- a/docs/index/lp.bib
+++ b/docs/index/lp.bib
@@ -498,19 +498,18 @@ institution = "Department of Artificial Intelligence, University of Edinburgh"
   bibsource = {DBLP, http://dblp.uni-trier.de}
 }
 
-@inproceedings{DBLP:conf/popl/FisherMW06-small,
+@InProceedings{DBLP:conf/popl/FisherMW06-small,
   author    = {Kathleen Fisher and
                Yitzhak Mandelbaum and
                David Walker},
   title     = {The next 700 data description languages.},
   year      = {2006},
-  pages     = {2-15},
+  pages     = {2--15},
   editor    = {J. Gregory Morrisett and
                Simon L. Peyton Jones},
-  booktitle     = {POPL 2006},
+  booktitle = {POPL 2006},
   publisher = {ACM},
-  isbn      = {1-59593-027-2},
-  bibsource = {DBLP, http://dblp.uni-trier.de}
+  isbn      = {1-59593-027-2}
 }
 
 @inproceedings{DBLP:conf/vldb/HalversonBKKRTVWND03,
@@ -548,44 +547,42 @@ institution = "Department of Artificial Intelligence, University of Edinburgh"
                2004}
 }
 
-@inproceedings{DBLP:conf/sigmod/WangPFY03,
-  author    = {Haixun Wang and
-               Sanghyun Park and
-               Wei Fan and
-               Philip S. Yu},
-  title     = {ViST: A Dynamic Index Method for Querying XML Data by Tree
+@inproceedings{ViST,
+  author    = {Haixun Wang and Sanghyun Park and Wei Fan and Philip S. Yu},
+  title     = {{ViST}: A Dynamic Index Method for Querying XML Data by Tree
                Structures.},
   booktitle = {SIGMOD Conference},
+  month     = jun,
   year      = {2003},
   pages     = {110-121},
-  editor    = {Alon Y. Halevy and
-               Zachary G. Ives and
-               AnHai Doan},
-  booktitle     = {Proceedings of the 2003 ACM SIGMOD International Conference
-               on Management of Data, San Diego, California, USA, June
-               9-12, 2003},
-  isbn      = {1-58113-634-X},
-  bibsource = {DBLP, http://dblp.uni-trier.de}
+  editor    = {Alon Y. Halevy and Zachary G. Ives and AnHai Doan},
+  booktitle = "Proceedings of the 2003 ACM SIGMOD International Conference
+               on Management of Data",
+  location  = "San Diego, California, USA",
+  isbn      = {1-58113-634-X}
 }
 
-@manual{ ALEPH,
-  author = "Ashwin Srinivasan",
-  title = "The Aleph Manual",
-  url       = "http://oldwww.comlab.ox.ac.uk/oucl/groups/machlearn/Aleph/aleph_toc.html.",
-  year = "2001" }
+@manual{ALEPH,
+  author    = "Ashwin Srinivasan",
+  title     = "The Aleph Manual",
+  year      = "2001",
+  url       = "http://oldwww.comlab.ox.ac.uk/oucl/groups/machlearn/Aleph/aleph_toc.html."
+}
 
-@inproceedings{ilp-regulatory06,
+@inproceedings{Regulatory@ILP-06,
   author    = {Irene M. Ong and
                Scott E. Topper and
                David Page and
-                Santos Costa, V\{\i}tor},
-  title     = {Inferring Regulatory Networks from Time Series Expression Data and
-  Relational Data via Inductive Logic Programming},
-  booktitle     = {Proceedings of the Sixteenth International Conference on Inductive Logic Programming, Santiago de Compostela, Spain},
-  year      = {2007}
+               Santos Costa, V\{\i}tor},
+  title     = {Inferring Regulatory Networks from Time Series Expression Data
+	       and Relational Data via Inductive Logic Programming},
+  booktitle = "Proceedings of the Sixteenth International Conference
+	       on Inductive Logic Programming",
+  location  = "Santiago de Compostela, Spain",
+  year      = "2007"
 }
 
-@inproceedings{DBLP:conf/ijcai/DavisBDPRCS05,
+@inproceedings{DavisBDPRCS@IJCAI-05,
   author    = {Jesse Davis and
                Elizabeth S. Burnside and
                In{\^e}s Dutra and
@@ -594,16 +591,15 @@ institution = "Department of Artificial Intelligence, University of Edinburgh"
                Santos Costa, V\'{\i}tor and
                Jude W. Shavlik},
   title     = {View Learning for Statistical Relational Learning: With
-               an Application to Mammography.},
-  pages     = {677-683},
-  editor    = {Leslie Pack Kaelbling and
-               Alessandro Saffiotti},
-  booktitle     = {IJCAI-05, Proceedings of the Nineteenth International Joint
-               Conference on Artificial Intelligence, Edinburgh, Scotland,
-               UK, July 30-August 5, 2005},
+               an Application to Mammography},
+  pages     = "677--683",
+  editor    = "Leslie Pack Kaelbling and Alessandro Saffiotti",
+  booktitle = "Proceedings of the Nineteenth International Joint
+               Conference on Artificial Intelligence",
+  location  = "Edinburgh, Scotland, UK",
   publisher = {Professional Book Center},
   isbn      = {0938075934},
-  year = {2005},
-  bibsource = {DBLP, http://dblp.uni-trier.de}
+  month	    = jul # "--" # aug,
+  year      = {2005}
 }