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All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year Sort by creator [A → Z]' creator [Z → A]' publishing year ↑ (asc)' publishing year ↓ (desc)' title [A → Z]' title [Z → A]' Simple Search Page: 1...4 5 6 7 8 9 10 11 12...15 Hits 141 – 160 of 287 141 Document Image Parsing and Understanding using Neuromorphic Architecture Qiu, Qinru In: DTIC (2015) BASE Show details 142 A Fast Variational Approach for Learning Markov Random Field Language Models Jernite, Yacine; Rush, Alexander M; Sontag, David In: DTIC (2015) Abstract: Language modelling is a fundamental building block of natural language processing. However in practice the size of the vocabulary limits the distributions applicable for this task: specifically one has to either resort to local optimization methods, such as those used in neural language models, or work with heavily constrained distributions. In this work, we take a step towards overcoming these difficulties. We present a method for global-likelihood optimization of a Markov random field language model exploiting long-range contexts in time independent of the corpus size. We take a variational approach to optimizing the likelihood and exploit underlying symmetries to greatly simplify learning. We demonstrate the efficiency of this method both for language modelling and for part-of-speech tagging. ; Published in the Proceedings of the 32nd International Conference on Machine Learning, held in Lille, France, 2015. Published in JMLR: W&CP, v37. Sponsored in part by DARPA. Keyword: *COMPUTATIONAL LINGUISTICS; *LEARNING MACHINES; CONTEXTUAL LANGUAGE MODELS; Cybernetics; EFFICIENCY; INFORMATION PROCESSING; Linguistics; MARKOV PROCESSES; MARKOV RANDOM FIELD LANGUAGE MODELS; MAXIMUM LIKELIHOOD ESTIMATION; NATURAL LANGUAGE; NEURAL LANGUAGE MODELS; NEURAL NETS; NONLINEAR SYSTEMS; OPTIMIZATION; PART-OF-SPEECH TAGGING; PATTERN RECOGNITION; SEMANTICS; STATISTICAL INFERENCE; Statistics and Probability; STOCHASTIC PROCESSES; TARGET CLASSIFICATION; VECTOR ANALYSIS; VOCABULARY URL: http://oai.dtic.mil/oai/oai?&verb=getRecord&metadataPrefix=html&identifier=ADA621682 http://www.dtic.mil/docs/citations/ADA621682 BASE Hide details 143 Methods for Evaluating Text Extraction Toolkits: An Exploratory Investigation Allison, Timothy B; Herceg, Paul M In: DTIC (2015) BASE Show details 144 Study of Discussion Record Analysis Using Temporal Data Crystallization and Its Application to TV Scene Analysis Nitta, Katsumi In: DTIC (2015) BASE Show details 145 Learning to Understand Natural Language with Less Human Effort Krishnamurthy, Jayant In: DTIC (2015) BASE Show details 146 BJUT at TREC 2015 Microblog Track: Real Time Filtering Using Knowledge Base Liu,Luyang; Yang,Zhen. - 2015 BASE Show details 147 Documentary Linguistics and Computational Linguistics: A response to Brooks Bird, Steven; Chiang, David; Frowein, Friedel. - : University of Hawaii Press, 2015 BASE Show details 148 MarsaTag Rauzy, Stéphane Mr, CNRS - LPL. - : Laboratoire parole et langage - UMR 7309 (LPL, Aix-en-Provence FR), 2015. : http://lpl-aix.fr, 2015 BASE Show details 149 MarsaGram Blache, Philippe Dr, Laboratoire parole et langage - UMR 7309; Montcheuil, Grégoire Mr, Laboratoire parole et langage - UMR 7309; Rauzy, Stéphane Dr, Laboratoire parole et langage - UMR 7309. - : Laboratoire parole et langage - UMR 7309 (LPL, Aix-en-Provence FR), 2015. : http://lpl-aix.fr, 2015 BASE Show details 150 Some Puzzles of Politeness and Impoliteness within a Formal Semantics of Offensive Language ; Conflict and Multimodal Communication: Social Research and Machine Intelligence VOGEL, CARL. - : Springer, 2015 BASE Show details 151 Disfluency in Multiparty Social Talk ; Disfluency in Spontaneous Speech 2015 Vogel, Carl; Campbell, Nick. - 2015 BASE Show details 152 Stylochronometry: Timeline Prediction in Stylometric Analysis ; Research and Development in Intelligent Systems XXXII VOGEL, CARL. - : Springer, 2015 BASE Show details 153 Temporal Forces and Type Coercion in Strings ; Proceedings of the 12th International Conference on Finite-State Methods and Natural Language Processing 2015 (FSMNLP 2015) KELLEHER, DEREK; FERNANDO, TIM; VOGEL, CARL. - : Association for Computational Linguistics, 2015 BASE Show details 154 The discourse value of social signals at topic change moments ; Proceedings of the 16th Annual Conference of the International Speech Communication Association (INTERSPEECH 2015) Vogel, Carl; Campbell, Nick. - 2015 BASE Show details 155 An unsupervised EM method to infer time variation in sense probabilities ; ICON 2015 : 12th International Conference on Natural Language Processing EMMS, MARTIN. - 2015 BASE Show details 156 Author verification: basic stacked generalization applied to predictions from a set of heterogeneous learners ; PAN/CLEF Evaluation Lab 2015 VOGEL, CARL. - 2015 BASE Show details 157 A formal approach to the generation of visual language environments supporting multiple views Guerra, Esther; Díaz, Paloma; Lara, Juan de. - : Institute of Electrical and Electronics Engineers, 2015 BASE Show details 158 A Hedging Annotation Scheme Focused on Epistemic Phrases for Informal Language ; Proceedings of the IWCS Workshop on Models for Modality Annotation, MOMA 2015 MAMANI SANCHEZ, LILIANA PAOLA; VOGEL, CARL. - : Association for Computational Linguistics, 2015 BASE Show details 159 Digital humanities: centres and peripheries Schreibman, Susan In: Historical Social Research ; 37 ; 3 ; 46-58 ; Kontroversen um die Digitalen Geisteswissenschaften / Controversies around the digital humanities (2015) BASE Show details 160 Identifying events using computer-assisted text analysis Landmann, Juliane; Züll, Cornelia In: Social Science Computer Review ; 26 ; 4 ; 483-497 (2015) BASE Show details Page: 1...4 5 6 7 8 9 10 11 12...15

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