Results 41 to 50 of about 1,205,220 (192)

Language Modeling with Highway LSTM

, 2017
Language models (LMs) based on Long Short Term Memory (LSTM) have shown good gains in many automatic speech recognition tasks. In this paper, we extend an LSTM by adding highway networks inside an LSTM and use the resulting Highway LSTM (HW-LSTM) model ...
Kurata, Gakuto, Ramabhadran, Bhuvana, Saon, George, Sethy, Abhinav   +3 more
core   +1 more source

Advanced language modeling approaches, case study: Expert search [PDF]

, 2008
This tutorial gives a clear and detailed overview of advanced language modeling approaches and tools, including the use of document priors, translation models, relevance models, parsimonious models and expectation maximization training.
Hiemstra, D.
core   +3 more sources

Language Modeling on Location-Based Social Networks

ISPRS International Journal of Geo-Information, 2022
The popularity of mobile devices with GPS capabilities, along with the worldwide adoption of social media, have created a rich source of text data combined with spatio-temporal information.
Juglar Diaz, Felipe Bravo-Marquez, Barbara Poblete   +2 more
doaj   +1 more source

Language Modeling with Deep Transformers

, 2019
We explore deep autoregressive Transformer models in language modeling for speech recognition. We focus on two aspects. First, we revisit Transformer model configurations specifically for language modeling. We show that well configured Transformer models
Irie, Kazuki, Ney, Hermann, Schlüter, Ralf, Zeyer, Albert   +3 more
core   +1 more source

Situating language register across the ages, languages, modalities, and cultural aspects: Evidence from complementary methods

Frontiers in Psychology, 2023
In the present review paper by members of the collaborative research center “Register: Language Users' Knowledge of Situational-Functional Variation” (CRC 1412), we assess the pervasiveness of register phenomena across different time periods, languages ...
Valentina N. Pescuma, Dina Serova, Julia Lukassek, Antje Sauermann, Roland Schäfer, Aria Adli, Felix Bildhauer, Markus Egg, Kristina Hülk, Aine Ito, Aine Ito, Stefanie Jannedy, Valia Kordoni, Milena Kuehnast, Silvia Kutscher, Robert Lange, Nico Lehmann, Mingya Liu, Beate Lütke, Katja Maquate, Christine Mooshammer, Vahid Mortezapour, Stefan Müller, Muriel Norde, Elizabeth Pankratz, Elizabeth Pankratz, Angela G. Patarroyo, Ana-Maria Pleşca, Camilo R. Ronderos, Camilo R. Ronderos, Stephanie Rotter, Uli Sauerland, Gohar Schnelle, Britta Schulte, Gediminas Schüppenhauer, Gediminas Schüppenhauer, Bianca Maria Sell, Stephanie Solt, Megumi Terada, Dimitra Tsiapou, Elisabeth Verhoeven, Melanie Weirich, Melanie Weirich, Heike Wiese, Kathy Zaruba, Lars Erik Zeige, Anke Lüdeling, Pia Knoeferle, Pia Knoeferle, Pia Knoeferle   +49 more
doaj   +1 more source

Transformation of UML Behavioral Diagrams to Support Software Model Checking [PDF]

, 2014
Unified Modeling Language (UML) is currently accepted as the standard for modeling (object-oriented) software, and its use is increasing in the aerospace industry.
Júnior, Valdivino Alexandre de Santiago, Santos, Luciana Brasil Rebelo dos, Vijaykumar, Nandamudi Lankalapalli   +2 more
core   +2 more sources

A formal theory of conceptual modeling universals [PDF]

, 2004
Conceptual Modeling is a discipline of great relevance to several areas in Computer Science. In a series of papers [1,2,3] we have been using the General Ontological Language (GOL) and its underlying upper level ontology, proposed in [4,5], to evaluate ...
Guizzardi, Giancarlo, Sinderen, Marten van, Wagner, Gerd   +2 more
core   +3 more sources

Neural Networks Compression for Language Modeling

, 2017
In this paper, we consider several compression techniques for the language modeling problem based on recurrent neural networks (RNNs). It is known that conventional RNNs, e.g, LSTM-based networks in language modeling, are characterized with either high ...
F Jelinek, IV Oseledets, R Kneser, S Hochreiter   +3 more
core   +1 more source

Engineering delta modeling languages [PDF]

Proceedings of the 17th International Software Product Line Conference, 2013
Delta modeling is a modular, yet flexible approach to capture spatial and temporal variability by explicitly representing the differences between system variants or versions. The conceptual idea of delta modeling is language-independent. But, in order to apply delta modeling for a concrete language, so far, a delta language had to be manually developed
Haber, Arne, Hölldobler, Katrin, Kolassa, Carsten, Look, Markus, Müller, Klaus, Rumpe, Bernhard, Schaefer, Ina   +6 more
openaire   +2 more sources

Violation of Leggett–Garg Inequality in Perceiving Cup-like Objects and Cognitive Contextuality

Entropy
This paper is devoted to an experimental investigation of cognitive contextuality inspired by quantum contextuality research. This contextuality is related to, but not identical to context-sensitivity which is well-studied in cognitive psychology and ...
Likan Zhan, Andrei Khrennikov, Yingce Zhu   +2 more
doaj   +1 more source