Results 21 to 30 of about 27,529,067 (324)
Deriving Language Models from Masked Language Models
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers), 2023 Masked language models (MLM) do not explicitly define a distribution over language, i.e., they are not language models per se. However, recent work has implicitly treated them as such for the purposes of generation and scoring. This paper studies methods for deriving explicit joint distributions from MLMs, focusing on distributions over two tokens ...
Hennigen, Lucas Torroba, Kim, Yoon
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Red Teaming Language Models with Language Models
Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022 Language Models (LMs) often cannot be deployed because of their potential to harm users in hard-to-predict ways. Prior work identifies harmful behaviors before deployment by using human annotators to hand-write test cases. However, human annotation is expensive, limiting the number and diversity of test cases.
Perez, Ethan +8 more
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Toolformer: Language Models Can Teach Themselves to Use Tools [PDF]
Neural Information Processing Systems, 2023 Language models (LMs) exhibit remarkable abilities to solve new tasks from just a few examples or textual instructions, especially at scale. They also, paradoxically, struggle with basic functionality, such as arithmetic or factual lookup, where much ...
Timo Schick +7 more
semanticscholar +1 more source
Modeling Immigrants’ Language Skills [PDF]
SSRN Electronic Journal, 2007 One in nine people between the ages of 18 and 64 in the US, and every second foreign-born person in this age bracket, speaks Spanish at home. And whereas around 80 percent of adult immigrants in the US from non-English speaking countries other than Mexico are proficient in English, only about 50 percent of adult immigrants from Mexico are proficient ...
Chiswick, B., Miller, Paul
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Generative Spoken Dialogue Language Modeling
Transactions of the Association for Computational Linguistics, 2023 We introduce dGSLM, the first “textless” model able to generate audio samples of naturalistic spoken dialogues. It uses recent work on unsupervised spoken unit discovery coupled with a dual-tower transformer architecture with cross-attention trained on ...
Tu Anh Nguyen +10 more
doaj +1 more source
Model-Driven Development of Android Audio-based Applications [PDF]
Computer and Knowledge EngineeringThis paper presents a model-driven engineering framework designed to enhance the development of flexible, high-quality audio-based applications on mobile platforms.
Reza Vakili +2 more
doaj +1 more source
Cognitive-Discursive Modeling of Language Nomination
Вестник Кемеровского государственного университета, 2022 Systemic and structural linguistics has no answer to the question of how one can make new words, as formulated by Prof. L. V. Shcherba. Its methodology strives to distance itself from the human factor and human activity. The present article introduces an
M. Dzh. Tagaev
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Production, 2001 Este artigo apresenta uma experiência real de implantação de um modelo de Pesquisa Operacional para realizar a alocação de referees para avaliar trabalhos submetidos a um congresso de grande porte.
Flavio Cesar F. Fernandes, Evelyn Rios
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DPMine Graphical Language for Automation of Experiments in Process Mining
Моделирование и анализ информационных систем, 2014 Process mining is a new direction in the field of modeling and analysis of processes, where the use of information from event logs describing the history of the system behavior plays an important role.
S. A. Shershakov
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Modeling two-language competition dynamics [PDF]
, 2012 During the last decade, much attention has been paid to language competition in the complex systems community, that is, how the fractions of speakers of several competing languages evolve in time. In this paper we review recent advances in this direction
Aubin J. P. +8 more
core +3 more sources