added nlp and ml references from backstage

bibroot

@@ -6,6 +6,7 @@
 \include{ernst.bib}
 \include{gorla.bib}
 \include{invariants.bib}
+\include{ml.bib}
 \include{nlp.bib}
 \include{program-analysis.bib}
 \include{security.bib}

bibstring-abbrev.bib

@@ -200,6 +200,7 @@
 @string{ACMPL   = "Proc. ACM Program. Lang."}
 @string{JLAP    = "JLAP"}
 @string{JSAC    = "J. Sel. Areas in Commun."}
+@string{JSTATSOFT = "‎J. Stat. Softw."}
 @string{SIGPLANNotices = "ACM SIGPLAN Notices"}
 @string{IEEESoftware = "IEEE Softw."}
 @string{IEEETR = "IEEE Trans. Reliab."}

bibstring-master.bib

@@ -211,6 +211,7 @@
                 = "Proc. ACM Program. Lang."}
 @string{JLAP    = "Journal of Logic and Algebraic Progamming" = "JLAP"}
 @string{JSAC    = "IEEE Journal on Selected Areas in Communications" = "J. Sel. Areas in Commun."}
+@string{JSTATSOFT = "Journal of Statistical Software" = "‎J. Stat. Softw."}
 @string{SIGPLANNotices = "ACM SIGPLAN Notices"}
 @string{IEEESoftware = "IEEE Software" = "IEEE Softw."}
 @string{IEEETR = "IEEE Transactions on Reliability" = "IEEE Trans. Reliab."}

bibstring-unabbrev.bib

@@ -201,6 +201,7 @@
 @string{ACMPL   = "ACM Proceedings on Programming Languages"}
 @string{JLAP    = "Journal of Logic and Algebraic Progamming"}
 @string{JSAC    = "IEEE Journal on Selected Areas in Communications"}
+@string{JSTATSOFT = "Journal of Statistical Software"}
 @string{SIGPLANNotices = "ACM SIGPLAN Notices"}
 @string{IEEESoftware = "IEEE Software"}
 @string{IEEETR = "IEEE Transactions on Reliability"}

nlp.bib

@@ -9,11 +9,6 @@
   pages = 	 "145--158",
 }
 
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 @InProceedings{YeSMBL2016,
   author =       "Xin Ye and Hui Shen and Xiao Ma and Razvan Bunescu and Chang Liu",
   title =        "From word embeddings to document similarities for improved information retrieval in software engineering",
@@ -21,37 +16,6 @@
   NEEDpages =     "*",
 }
 
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 @InProceedings{AllamanisBBS2014,
   author = 	 "Allamanis, Miltiadis and Barr, Earl T. and Bird, Christian and Sutton, Charles",
   title = 	 "Learning natural coding conventions",
@@ -59,7 +23,6 @@
   pages = 	 "281--293",
 }
 
-
 @InProceedings{PanditaXZXOP2012,
   author = 	 "Pandita, Rahul and Xiao, Xusheng and Zhong, Hao and Xie, Tao and Oney, Stephen and Paradkar, Amit",
   title = 	 "Inferring method specifications from natural language {API} descriptions",
@@ -67,17 +30,6 @@
   pages = 	 "815--825",
 }
 
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 @InProceedings{HindleBSGD2012,
   author = 	 "Hindle, Abram and Barr, Earl T. and Su, Zhendong and Gabel, Mark and Devanbu, Premkumar",
   title = 	 "On the Naturalness of Software",
@@ -85,9 +37,6 @@
   pages = 	 "837--847",
 }
 
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 @InProceedings{HowardGPVS2013,
   author = 	 "Howard, Matthew J. and Gupta, Samir and Pollock, Lori and Vijay-Shanker, K.",
   title = 	 "Automatically mining software-based, semantically-similar words from comment-code mappings",
@@ -95,7 +44,6 @@
   pages = 	 "377--386",
 }
 
-
 @InProceedings{GuptaMPVS2013,
   author = 	 "Samir Gupta and Sana Malik and Lori Pollock and K. Vijay-Shanker",
   title = 	 "Part-of-speech tagging of program identifiers for improved text-based software engineering tools",
@@ -103,7 +51,6 @@
   pages = 	 "3--12",
 }
 
-
 @InProceedings{SridharaHMPVS2010,
   author = 	 "Sridhara, Giriprasad and Hill, Emily and Muppaneni, Divya and Pollock, Lori and Vijay-Shanker, K.",
   title = 	 "Towards automatically generating summary comments for {Java} methods",
@@ -111,7 +58,6 @@
   pages = 	 "43--52",
 }
 
-
 @InProceedings{HillFBSNPV2008,
   author = 	 "Hill, Emily and Fry, Zachary P. and Boyd, Haley and Sridhara, Giriprasad and Novikova, Yana and Pollock, Lori and Vijay-Shanker, K.",
   title = 	 "{AMAP}: Automatically mining abbreviation expansions in programs to enhance software maintenance tools",
@@ -119,52 +65,6 @@
   pages = 	 "79--88",
 }
 
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 @InProceedings{ArnaoudovaEOGA2010,
   author = 	 "Arnaoudova, Venera and Eshkevari, Laleh and Oliveto, Rocco and Gueheneuc, Yann-Gael and Antoniol, Giuliano",
   title = 	 "Physical and conceptual identifier dispersion: Measures and relation to fault proneness",
@@ -172,9 +72,6 @@
   pages = 	 "1--5",
 }
 
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 @Article{LawrieMFB2007,
   author = 	 "Lawrie, Dawn and Morrell, Christopher and Feild, Henry and Binkley, David",
   title = 	 "Effective identifier names for comprehension and memory",
@@ -211,7 +108,6 @@
     easier to remember.",
 }
 
-
 @Article{DeissenboeckP2006,
   author = 	 "Deissenboeck, Florian and Pizka, Markus",
   title = 	 "Concise and consistent naming",
@@ -223,7 +119,6 @@
   month = 	 sep,
 }
 
-
 @InProceedings{MihalceaCS2006,
   author = 	 "Mihalcea, Rada and Corley, Courtney and Strapparava, Carlo",
   title = 	 "Corpus-based and knowledge-based measures of text semantic similarity",
@@ -231,7 +126,6 @@
   pages = 	 "775--780",
 }
 
-
 @InProceedings{LawrieMB2010,
   author = 	 "Dawn Lawrie and Christopher Morrell and Dave Binkley",
   title = 	 "Normalizing source code vocabulary",
@@ -239,7 +133,35 @@
   pages = 	 "3-12",
 }
 
+@article{Miller:WordNet:CACM:1995,
+  author =	 {Miller, George A.},
+  title =	 {WordNet: A Lexical Database for {English}},
+  journal =	 "CACM",
+  volume =	 {38},
+  number =	 {11},
+  month =	 nov,
+  year =	 {1995},
+  issn =	 {0001-0782},
+  pages =	 {39--41},
+  doi =		 {10.1145/219717.219748},
+  publisher =	 {ACM},
+} 
+
+@misc{nakatani2010langdetect,
+  title =	 {Language Detection Library for Java},
+  author =	 {Shuyo Nakatani},
+  url =		 {https://github.com/shuyo/language-detection},
+  year =	 {2010}
+}
 
+@article{mikolov2013efficient,
+  title =	 {Efficient estimation of word representations in
+                  vector space},
+  author =	 {Mikolov, Tomas and Chen, Kai and Corrado, Greg and
+                  Dean, Jeffrey},
+  journal =	 {arXiv preprint arXiv:1301.3781},
+  year =	 {2013}
+}
 
 
 %  LocalWords:  InProceedings TanYKZ2007 Gopal Zhou Yuanyuan iComment Iyer