Statistically Significant Detection of Linguistic Change
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Steven Skiena | Bryan Perozzi | Rami Al-Rfou' | Vivek Kulkarni | Rami Al-Rfou | Vivek Kulkarni | S. Skiena | Bryan Perozzi
[1] M. Kenward,et al. An Introduction to the Bootstrap , 2007 .
[2] Ellen Isaacs,et al. Teen use of messaging media , 2002, CHI Extended Abstracts.
[3] Slav Petrov,et al. Temporal Analysis of Language through Neural Language Models , 2014, LTCSS@ACL.
[4] Gerhard Heyer,et al. Change of Topics over Time - Tracking Topics by their Change of Meaning , 2009, KDIR.
[5] Harri Siirtola,et al. Variation in noun and pronoun frequencies in a sociohistorical corpus of English , 2011, Lit. Linguistic Comput..
[6] Pascal Vincent,et al. Representation Learning: A Review and New Perspectives , 2012, IEEE Transactions on Pattern Analysis and Machine Intelligence.
[7] Yoshua Bengio,et al. Hierarchical Probabilistic Neural Network Language Model , 2005, AISTATS.
[8] Kevin Duh,et al. A framework for analyzing semantic change of words across time , 2014, IEEE/ACM Joint Conference on Digital Libraries.
[9] H. Varian,et al. Predicting the Present with Google Trends , 2012 .
[10] Timothy Radcliffe,et al. Books of the Century , 2000 .
[11] Jeffrey Dean,et al. Efficient Estimation of Word Representations in Vector Space , 2013, ICLR.
[12] Michèle Basseville,et al. Detection of abrupt changes: theory and application , 1993 .
[13] Eleftherios Mylonakis,et al. Google trends: a web-based tool for real-time surveillance of disease outbreaks. , 2009, Clinical infectious diseases : an official publication of the Infectious Diseases Society of America.
[14] Jeffrey Dean,et al. Distributed Representations of Words and Phrases and their Compositionality , 2013, NIPS.
[15] Guy Merchant. Teenagers in cyberspace: an investigation of language use and language change in internet chatrooms , 2001 .
[16] Ryan P. Adams,et al. Bayesian Online Changepoint Detection , 2007, 0710.3742.
[17] H. Varian,et al. Predicting the Present with Google Trends , 2009 .
[18] D. Wijaya,et al. Understanding semantic change of words over centuries , 2011, DETECT '11.
[19] Yoav Goldberg,et al. A Dataset of Syntactic-Ngrams over Time from a Very Large Corpus of English Books , 2013, *SEMEVAL.
[20] Slav Petrov,et al. Syntactic Annotations for the Google Books NGram Corpus , 2012, ACL.
[21] David Crystal,et al. Internet Linguistics: A Student Guide , 2011 .
[22] Timothy Baldwin,et al. A lexicographic appraisal of an automatic approach for detecting new word-senses , 2013 .
[23] Jason Weston,et al. Natural Language Processing (Almost) from Scratch , 2011, J. Mach. Learn. Res..
[24] Geoffrey Zweig,et al. Linguistic Regularities in Continuous Space Word Representations , 2013, NAACL.
[25] W. A. Taylor. Change-Point Analysis : A Powerful New Tool For Detecting Changes , 2000 .
[26] Steven Skiena,et al. Inducing Language Networks from Continuous Space Word Representations , 2014, CompleNet.
[27] Yoshua Bengio,et al. Adaptive Importance Sampling to Accelerate Training of a Neural Probabilistic Language Model , 2008, IEEE Transactions on Neural Networks.
[28] Steven Skiena,et al. Polyglot: Distributed Word Representations for Multilingual NLP , 2013, CoNLL.
[29] L. Bottou. Stochastic Gradient Learning in Neural Networks , 1991 .
[30] Geoffrey E. Hinton,et al. Learning representations by back-propagating errors , 1986, Nature.
[31] Christian Biemann,et al. That’s sick dude!: Automatic identification of word sense change across different timescales , 2014, ACL.
[32] Steven Skiena,et al. The Expressive Power of Word Embeddings , 2013, ArXiv.
[33] Yoshua Bengio,et al. Neural Probabilistic Language Models , 2006 .
[34] S. Tagliamonte,et al. LINGUISTIC RUIN? LOL! INSTANT MESSAGING AND TEEN LANGUAGE , 2008 .
[35] Jianhua Lin,et al. Divergence measures based on the Shannon entropy , 1991, IEEE Trans. Inf. Theory.
[36] Marc'Aurelio Ranzato,et al. Large Scale Distributed Deep Networks , 2012, NIPS.
[37] Patrick Juola,et al. The Time Course of Language Change , 2003, Comput. Humanit..
[38] Terttu Nevalainen,et al. CEECing the baseline: lexical stability and significant change in a historical corpus , 2012 .
[39] David Zhang,et al. Enhanced Search with Wildcards and Morphological Inflections in the Google Books Ngram Viewer , 2014, ACL.
[40] Marco Baroni,et al. A distributional similarity approach to the detection of semantic change in the Google Books Ngram corpus. , 2011, GEMS.
[41] Geoffrey E. Hinton,et al. Learning distributed representations of concepts. , 1989 .
[42] Xiaohe Chen,et al. Semantic Change Computation: A Successive Approach , 2013, BSI@PAKDD/BSIC@IJCAI.
[43] Geoffrey E. Hinton,et al. A Scalable Hierarchical Distributed Language Model , 2008, NIPS.
[44] Erez Lieberman Aiden,et al. Quantitative Analysis of Culture Using Millions of Digitized Books , 2010, Science.
[45] Steven Skiena,et al. DeepWalk: online learning of social representations , 2014, KDD.