diff --git a/cited.bib b/cited.bib
index 1f08acc..3ae1241 100644
--- a/cited.bib
+++ b/cited.bib
@@ -81861,3 +81861,197 @@ @InProceedings{SJRO00
   Year                     = {200}
 }
 
+@inproceedings{LouHa12,
+	title={Structured learning from partial annotations},
+	author={Lou, Xinghua and Hamprecht, Fred A},
+	booktitle=ICML,
+	pages={371--378},
+	year={2012},
+}
+
+@inproceedings{CulottaMc05,
+	title={Reducing labeling effort for structured prediction tasks},
+	author={Culotta, Aron and McCallum, Andrew},
+	booktitle=AAAI,
+	volume={5},
+	pages={746--751},
+	year={2005}
+}
+
+@inproceedings{FernandesBr11,
+	title={Learning from partially annotated sequences},
+	author={Fernandes, Eraldo R and Brefeld, Ulf},
+	booktitle={Proc. of the Joint European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD)},
+	year={2011},
+}
+
+@inproceedings{TKOMM08,
+	author = {Tsuboi, Yuta and Kashima, Hisashi and Oda, Hiroki and Mori, Shinsuke and Matsumoto, Yuji},
+	title = {Training Conditional Random Fields Using Incomplete Annotations},
+	booktitle = COLING,
+	year = {2008},
+	pages = {897--904}
+} 
+
+@inproceedings{HovyHo12,
+	title={Exploiting partial annotations with em training},
+	author={Hovy, Dirk and Hovy, Eduard},
+	booktitle=NAACL,
+	pages={31--38},
+	year={2012}
+}
+
+@article{CKKF18,
+	author = {Jonghyun Choi, Jayant Krishnamurthy, Aniruddha Kembhavi, Ali Farhadi},
+	title={Structured Set Matching Networks for One-Shot Part Labeling},
+	journal=CVPR,
+	year={2018},
+}
+@article{ZhCaSi17,
+	title={Dynamic Task Allocation for Crowdsourcing Settings},
+	author={Zhou, Angela and Cabreros, Irineo and Singh, Karan},
+	journal={arXiv preprint arXiv:1701.08795},
+	year={2017}
+}
+@article{KSDRSSIR18,
+	title={Learning From Less Data: Diversified Subset Selection and Active Learning in Image Classification Tasks},
+	author={Kaushal, Vishal and Sahoo, Anurag and Doctor, Khoshrav and Raju, Narasimha and Shetty, Suyash and Singh, Pankaj and Iyer, Rishabh and Ramakrishnan, Ganesh},
+	journal={arXiv preprint arXiv:1805.11191},
+	year={2018}
+}
+@inproceedings{BrightwellWi91,
+	author = {Brightwell, Graham and Winkler, Peter},
+	title = {Counting Linear Extensions is \#P-complete},
+	booktitle = {Proceedings of the Twenty-third Annual ACM Symposium on Theory of Computing},
+	year = {1991},
+	pages = {175--181}
+}
+@techreport{Zhu05a,
+	author = "Xiaojin Zhu",
+	title = "Semi-Supervised Learning Literature Survey",
+	institution = "Computer Sciences, University of Wisconsin-Madison",
+	number = "1530",
+	year = 2005
+}
+@article{Scudder65,
+	title={Probability of error of some adaptive pattern-recognition machines},
+	author={Scudder, H},
+	journal={IEEE Transactions on Information Theory},
+	volume={11},
+	number={3},
+	pages={363--371},
+	year={1965}
+}
+@article{Fraclick67,
+	title={Learning to recognize patterns without a teacher},
+	author={Fralick, S},
+	journal={IEEE Transactions on Information Theory},
+	volume={13},
+	number={1},
+	pages={57--64},
+	year={1967}
+}
+@article{BlumCh01,
+	title={Learning from labeled and unlabeled data using graph mincuts},
+	author={Blum, Avrim and Chawla, Shuchi},
+	year={2001},
+	journal=ICML,
+	pages={19--26}
+}
+
+@inproceedings{LawsScSc11,
+	title={Active learning with amazon mechanical turk},
+	author={Laws, Florian and Scheible, Christian and Sch{\"u}tze, Hinrich},
+	booktitle= EMNLP,
+	pages={1546--1556},
+	year={2011}
+}
+
+@inproceedings{AmbatiVoCa10,
+	title={Active Learning and Crowd-Sourcing for Machine Translation.},
+	author={Ambati, Vamshi and Vogel, Stephan and Carbonell, Jaime G},
+	booktitle=LREC,
+	volume={1},
+	pages={2},
+	year={2010},
+	organization={Citeseer}
+}
+
+@inproceedings{AtlasCoLa90,
+	title={Training connectionist networks with queries and selective sampling},
+	author={Atlas, Les E and Cohn, David A and Ladner, Richard E},
+	booktitle= NIPS,
+	pages={566--573},
+	year={1990}
+}
+
+@inproceedings{LewisGa94a,
+	title={A sequential algorithm for training text classifiers},
+	author={Lewis, David D and Gale, William A},
+	booktitle= SIGIR,
+	pages={3--12},
+	year={1994},
+}
+
+@inproceedings{HeLeZe15,
+	title={Question-answer driven semantic role labeling: Using natural language to annotate natural language},
+	author={He, Luheng and Lewis, Mike and Zettlemoyer, Luke},
+	booktitle= EMNLP,
+	pages={643--653},
+	year={2015}
+}
+
+@article{MSHDZ17,
+	title={Crowdsourcing question-answer meaning representations},
+	author={Michael, Julian and Stanovsky, Gabriel and He, Luheng and Dagan, Ido and Zettlemoyer, Luke},
+	journal={arXiv preprint arXiv:1711.05885},
+	year={2017}
+}
+
+@inproceedings{NeubigMo10,
+	title={Word-based partial annotation for efficient corpus construction},
+	author={Neubig, Graham and Mori, Shinsuke},
+	booktitle=LREC,
+	year={2010},
+	organization={Citeseer}
+}
+
+@inproceedings{HLAR19,
+	title={Active Learning with Partial Feedback},
+	author={Peiyun Hu and Zack Lipton and Anima Anandkumar and Deva Ramanan},
+	booktitle=ICLR,
+	year={2019}
+}
+
+@article{ShamirSaTi10,
+	title={Learning and generalization with the information bottleneck},
+	author={Shamir, Ohad and Sabato, Sivan and Tishby, Naftali},
+	journal={Theoretical Computer Science},
+	volume={411},
+	number={29-30},
+	pages={2696--2711},
+	year={2010},
+	publisher={Elsevier}
+}
+
+@article{ShwartzTi17,
+	title={Opening the black box of deep neural networks via information},
+	author={Shwartz-Ziv, Ravid and Tishby, Naftali},
+	journal={arXiv preprint arXiv:1703.00810},
+	year={2017}
+}
+
+@article{YuPr18,
+	title={Understanding autoencoders with information theoretic concepts},
+	author={Yu, Shujian and Principe, Jose C},
+	journal={arXiv preprint arXiv:1804.00057},
+	year={2018}
+}
+
+@inproceedings{SBDAKTC18,
+	title={On the Information Bottleneck Theory of Deep Learning},
+	author={Andrew M Saxe and Yamini Bansal and Joel Dapello and Madhu Advani and Artemy Kolchinsky and Brendan D Tracey and David D Cox},
+	booktitle=ICLR,
+	year={2018},
+}
+