AttachmentsCreatorYearTitle
1Asuncion et al.On Smoothing and Inference for Topic Models
2Wallach et al.Rethinking LDA: Why Priors Matter
1Mimno et al.Optimizing Semantic Coherence in Topic Models
1Sewell and Wilkinson`Someone to Watch Over Me': Surveillance, Discipline and the Just-in-Time Labour Process
2DarlingA theoretical and practical implementation tutorial on topic modeling and gibbs sampling
1Apollon and BelisleDigital Critical Editions
1MillerMateriality
2Blei et al.Variational Inference: A Review for Statisticians
3BodeEquivalence of “Close” And “Distant” Reading; Or, toward a New Object for Data-Rich Literary History
1Speculative Bibliography · Ryan Cordell
1OrtizBeing Nepali without Nepal: The imaginative process of ethnicity among the Nepali diaspora in Lancaster, Pa
2Jelodar et al.Latent Dirichlet Allocation (LDA) and Topic modeling: models, applications, a survey
1TEI: Foreword (Tanselle)
0TanselleReproductions and Scholarship
2FlandersTrusting the Electronic Edition
2Fu et al.Nonnegative Matrix Factorization for Signal and Data Analytics: Identifiability, Algorithms, and Applications
2Kargas et al.Tensors, Learning, and 'Kolmogorov Extension' for Finite-alphabet Random Vectors
1BeatonHow to Respond to Data Science: Early Data Criticism by Lionel Trilling
4BarberBayesian Reasoning and Machine Learning
1KuangPredictive and Interpretable Text Machine Learning Models with Applications in Political Science
2Bengio et al.A Neural Probabilistic Language Model
2Hernán et al.Data science is science's second chance to get causal inference right: A classification of data science tasks
2DonohoHigh-Dimensional Data Analysis: The Curses and Blessings of Dimensionality
1AroraOptimization
2Griva et al.Linear and Nonlinear Optimization, Second Edition
2RobevaAlgebraic and Discrete Mathematical Methods for Modern Biology
2WagnerThe Invention of Culture
2Levy and GoldbergNeural word embedding as implicit matrix factorization
3PearlCausal inference in statistics: An overview
1causal inference in statistics - Google Search
2Morse et al.Persistent cascades: Measuring fundamental communication structure in social networks
1MorsePython class for Hawkes processes
3Rizoiu et al.A Tutorial on Hawkes Processes for Events in Social Media
2Laub et al.Hawkes Processes
1Murray-Rust and RzepaThe Next Big Thing: From Hypermedia to Datuments
1Stone Philip J. et al.The general inquirer: A computer system for content analysis and retrieval based on the sentence as a unit of information
2ManiComputational Modeling of Narrative
2Richards et al.Advancing computational models of narrative
1FinlaysonCorpus Annotation in Service of Intelligent Narrative Technologies.
2Finlayson et al.Computational models of narrative: Review of a workshop
2Hervás and FinlaysonThe prevalence of descriptive referring expressions in news and narrative
2FinlaysonDeriving narrative morphologies via analogical story merging
2LakoffStructural Complexity in Fairy Tales
2FinlaysonLearning narrative structure from annotated folktales
1FinlaysonCollecting Semantics in the Wild: The Story Workbench.
3Weiss et al.Text mining: predictive methods for analyzing unstructured information
1Berry et al.Text Mining - Applications and Theory: Applications and Theory
0Feldman and SangerThe Text Mining Handbook
2SavageThe foundations of statistics
2FirthA Synopsis of Linguistic Theory 1930-1955
3Dutil et al.Plan, Attend, Generate: Planning for Sequence-to-Sequence Models
2BengioThe Consciousness Prior
3Cho et al.Learning Phrase Representations using RNN Encoder-Decoder for Statistical Machine Translation
1FirthPersonality and language in society
2HarrisDistributional structure
2HararyStructural Duality
2Zwarts and WinterVector Space Semantics: A Model-Theoretic Analysis of Locative Prepositions
1Erk and PadóA Structured Vector Space Model for Word Meaning in Context
2SahlgrenThe Word-Space Model : Using distributional analysis to represent syntagmatic and paradigmatic relations between words in high-dimensional vector spaces
2Singhal et al.Pivoted document length normalization

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