This is a list of 100 important natural language processing (NLP) papers that serious students and researchers working in the field should probably know about and read.
You don’t need to apologize for calling it Web 3.0. Of course the Web does not upgrade in one go like a company switching to Vista. But there is a definite phase transition from current technologies. My personal Web 3.0 definition is “the combination of Web 2.0 mass collaboration with structured databases”.
*NOTE: These videos were recorded in Fall 2015 to update the Neural Nets portion of the class. MIT 6.034 Artificial Intelligence, Fall 2010 View the complete...
MIT 6.034 Artificial Intelligence, Fall 2010 View the complete course: http://ocw.mit.edu/6-034F10 Instructor: Patrick Winston In this lecture, we explore su...
J. Freyne, S. Anand, I. Guy, and A. Hotho. Proceedings of the fifth ACM conference on Recommender systems, page 383--384. New York, NY, USA, ACM, (2011)
W. Wang. Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers), page 422--426. Vancouver, Canada, Association for Computational Linguistics, (July 2017)
L. Fei-Fei, and P. Perona. Computer Vision and Pattern Recognition, 2005. CVPR 2005. IEEE Computer Society Conference on, 2, page 524--531. IEEE, (2005)
D. Bamman, T. Underwood, and N. Smith. Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), page 370--379. (2014)
V. Bychkovskiy, S. Megerian, D. Estrin, and M. Potkonjak. Proceedings of the 2Nd International Conference on Information Processing in Sensor Networks, volume 2634 of Lecture Notes in Computer Science, page 301--316. (2003)
M. Musolesi, and C. Mascolo. Proceedings of the 2nd international workshop on Multi-hop ad hoc networks: from theory to reality, page 31--38. ACM, (2006)
A. Sonnenbichler. (2010)cite arxiv:1006.4271
Comment: Presented at the International Network For Social Network Analysis
(INSNA): Sunbelt Conference 2009, San Diego, California, USA. 9 pages, 6
figures.
C. Lin, Y. He, and R. Everson. Proceedings of the Fourteenth Conference on Computational Natural Language Learning, page 144--152. Association for Computational Linguistics, (2010)
J. Illig, A. Hotho, R. Jäschke, and G. Stumme. Knowledge Processing and Data Analysis, volume 6581 of Lecture Notes in Computer Science, page 136--149. Berlin/Heidelberg, Springer, (2011)
J. Illig, A. Hotho, R. Jäschke, and G. Stumme. Knowledge Processing and Data Analysis, volume 6581 of Lecture Notes in Computer Science, page 136--149. Berlin/Heidelberg, Springer, (2011)
B. Krause, A. Hotho, and G. Stumme. Advances in Information Retrieval, 30th European Conference on IR Research, ECIR 2008, 4956, page 101-113. Springer, (2008)
B. Krause, A. Hotho, and G. Stumme. Proceedings of the IR research, 30th European conference on Advances in information retrieval, page 101--113. Berlin, Heidelberg, Springer-Verlag, (2008)
O. Corby, R. Dieng, and C. Hébert. Conceptual Structures: Logical, Linguistic, and Computational
Issues, 8th International Conference on Conceptual Structures,
ICCS 2000, Darmstadt, Germany, August 14-18, 2000, Proceedings, volume 1867 of LNCS, page 468--482. Springer, (2000)
C. Zhai, A. Velivelli, and B. Yu. Proceedings of the Tenth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, page 743--748. New York, NY, USA, ACM, (2004)
I. Dhillon, and D. Modha. Large-Scale Parallel Data Mining, Workshop on Large-Scale Parallel KDD Systems, SIGKDD, August 15, 1999, San Diego, CA, USA, revised papers, volume 1759 of Lecture Notes in Computer Science, page 245-260. Springer, (2000)
P. Sobhani, D. Inkpen, and X. Zhu. Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics: Volume 2, Short Papers, page 551--557. Association for Computational Linguistics, (2017)
Y. Goldberg, and J. Orwant. Second Joint Conference on Lexical and Computational Semantics (* SEM), Volume 1: Proceedings of the Main Conference and the Shared Task: Semantic Textual Similarity, 1, page 241--247. (2013)