Results 1 to 10 of about 27,529,067 (324)
Large language models empowered agent-based modeling and simulation: a survey and perspectives [PDF]
Humanities & Social Sciences Communications, 2023 Agent-based modeling and simulation have evolved as a powerful tool for modeling complex systems, offering insights into emergent behaviors and interactions among diverse agents.
Chen Gao +7 more
doaj +2 more sources
Modeling language shift. [PDF]
Proc Natl Acad Sci U S A, 2017 Languages behave similarly to living species. They display diversity, differentiate in space and time, emerge and disappear. While processes of differentiation happen at a relatively slow rate with a typical timescale of the order of 1,000 years to evolve into different languages, language extinction takes place at a substantially faster rate.
Kandler A, Steele J.
europepmc +6 more sources
AudioLM: A Language Modeling Approach to Audio Generation [PDF]
IEEE/ACM Transactions on Audio Speech and Language Processing, 2022 We introduce AudioLM, a framework for high-quality audio generation with long-term consistency. AudioLM maps the input audio to a sequence of discrete tokens and casts audio generation as a language modeling task in this representation space. We show how
Zalán Borsos +10 more
semanticscholar +1 more source
Multi-sense Language Modelling [PDF]
Proceedings of the Workshop on Dimensions of Meaning: Distributional and Curated Semantics (DistCurate 2022), 2022 The effectiveness of a language model is influenced by its token representations, which must encode contextual information and handle the same word form having a plurality of meanings (polysemy). Currently, none of the common language modelling architectures explicitly model polysemy.
Lekkas, Andrea +2 more
openaire +4 more sources
Hungry Hungry Hippos: Towards Language Modeling with State Space Models [PDF]
International Conference on Learning Representations, 2022 State space models (SSMs) have demonstrated state-of-the-art sequence modeling performance in some modalities, but underperform attention in language modeling.
Tri Dao +5 more
semanticscholar +1 more source
Towards a Quantum Software Modeling Language [PDF]
International Conference on Software Engineering, 2020 We set down the principles behind a modeling language for quantum software. We present a minimal set of extensions to the well-known Unified Modeling Language (UML) that allows it to effectively model quantum software.
Carlos A. Pérez-Delgado +1 more
semanticscholar +1 more source
Language Modeling Is Compression [PDF]
International Conference on Learning Representations, 2023 It has long been established that predictive models can be transformed into lossless compressors and vice versa. Incidentally, in recent years, the machine learning community has focused on training increasingly large and powerful self-supervised ...
Gr'egoire Del'etang +11 more
semanticscholar +1 more source
On Generative Spoken Language Modeling from Raw Audio [PDF]
Transactions of the Association for Computational Linguistics, 2021 We introduce Generative Spoken Language Modeling, the task of learning the acoustic and linguistic characteristics of a language from raw audio (no text, no labels), and a set of metrics to automatically evaluate the learned representations at acoustic ...
Kushal Lakhotia +10 more
semanticscholar +1 more source
Domain Model Based Design of Business Process Architectures
Applied Sciences, 2022 A business process architecture (BPA) model depicts business processes in an organization and their relations. An artifact for generating BPA models is proposed as the outcome of a design science research project.
Fernanda Gonzalez-Lopez +3 more
doaj +1 more source
JuMP: A Modeling Language for Mathematical Optimization [PDF]
SIAM Review, 2015 JuMP is an open-source modeling language that allows users to express a wide range of optimization problems (linear, mixed-integer, quadratic, conic-quadratic, semidefinite, and nonlinear) in a high-level, algebraic syntax.
Iain Dunning, Joey Huchette, Miles Lubin
semanticscholar +1 more source