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Multi-agent Communication meets Natural Language: Synergies between Functional and Structural Language Learning
[article]
2020
arXiv
pre-print
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We present a method for combining multi-agent communication and traditional data-driven approaches to natural language learning, with an end goal of teaching agents to communicate with humans in natural ...
We introduce a new way for combining the two types of learning based on the idea of reranking language model samples, and show that this method outperforms others in communicating with humans in a visual ...
Acknowledgements We thank Kris Cao, Laura Rimell, Chris Dyer, Phil Blunsom, Aida Nematzadeh and the DeepMind Language Team for useful feedback, Susie Young and Adam Liska for help with annotations. ...
arXiv:2005.07064v1
fatcat:fdb36gk4arblbdd3rtkxgmpyba
Multi-agent Communication meets Natural Language: Synergies between Functional and Structural Language Learning
2020
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics
unpublished
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We present a method for combining multiagent communication and traditional datadriven approaches to natural language learning, with an end goal of teaching agents to communicate with humans in natural ...
We introduce a new way for combining the two types of learning based on the idea of reranking language model samples, and show that this method outperforms others in communicating with humans in a visual ...
Acknowledgements We thank Kris Cao, Laura Rimell, Chris Dyer, Phil Blunsom, Aida Nematzadeh and the DeepMind Language Team for useful feedback, Susie Young and Adam Liska for help with annotations. ...
doi:10.18653/v1/2020.acl-main.685
fatcat:4tyh7kt6mjfqvpyjsoqtyeuhty
Language and the Theory of the Firm
2007
Quarterly Journal of Economics
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We develop a theory of optimal organizational languages and identify a key trade-o¤ between facilitating internal communication and encouraging communication with other organizations. ...
This endogenous discontinuity in communication structure results in a discontinuity in ...rm structure, and a limit on ...rm scope. ...
with or without a hierarchy for example 1, as a function of the cost of communication and of the synergy parameter p. ...
doi:10.1162/qjec.122.1.373
fatcat:sd7wjvw7lzblvfrlofnrppgrx4
An Overview of Natural Language State Representation for Reinforcement Learning
[article]
2020
arXiv
pre-print
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In various tasks, the state can either be described by natural language or be natural language itself. ...
This survey outlines the strategies used in the literature to build natural language state representations. ...
Acknowledgments We thank the two anonymous reviewers for their feedback and suggestions. ...
arXiv:2007.09774v1
fatcat:rlcplc3u5ncljacugblczaidpa
The Mind-Mapping approach (MMA): A culture and language "free" technique
1993
South African Journal of Communication Disorders
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In this paper the need for language and culture "free" therapeutic techniques will be discussed. ...
In the conclusion, it is suggested that global techniques such as the MMA, which are based on fundamental and universal principles, are the route to finding language and culture "free" techniques. ...
Thus, stimulating a synergy between the two hemispheres is critical to effective accelerated learning. ...
doi:10.4102/sajcd.v40i1.264
fatcat:ahi523mzbbet5eohfve677hrum
Language in Language Evolution Research
2021
Biolinguistics
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to cross-fertilisation and synergies. ...
Many controversies in language evolution research derive from the fact that language is itself a natural language word, which makes the underlying concept fuzzy and cumbersome, and a common perception ...
We are grateful to Marta Sibierska for her valuable comments and to Aleksandra Poniewierska and Aleksandra Szczepańska for their assistance in editing the manuscript. ...
doi:10.5964/bioling.9157
fatcat:bxv5iskglfa7deobzfpzfrpzum
The Multinational Corporation as a Multilingual Community: Language and Organization in a Global Context
[chapter]
2017
Language in International Business
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This paper develops a framework for analyzing the multinational corporation (MNC) as a multilingual community in which parent functional language and subunit functional languages are concurrently used ...
To the extent that language design is the product of deliberate choice, we suggest that headquarters functional language is determined by the MNC's international strategy, organizational structure, and ...
Acknowledgements We thank Professor Mary Ann Von Glinow and the anonymous reviewers for their insightful comments.
Notes ...
doi:10.1007/978-3-319-42745-4_4
fatcat:aiolyt7cafbjbdcn6ycanjdg4e
Learning Natural Language Generation from Scratch
[article]
2021
arXiv
pre-print
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This paper introduces TRUncated ReinForcement Learning for Language (TrufLL), an original ap-proach to train conditional language models from scratch by only using reinforcement learning (RL). ...
TrufLL thus enables to train a language agent by solely interacting withits environment without any task-specific prior knowledge; it is only guided with a task-agnostic languagemodel. ...
Multi-agent communication meets natural language:
Synergies between functional and structural language learning. In Proc. of Association for Computational
Linguistics (ACL). ...
arXiv:2109.09371v1
fatcat:2ks2fmyjz5bgrmzclj5hfb25mq
A Survey of Natural Language Generation
[article]
2021
arXiv
pre-print
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2022 accepted doi:10.1145/3554727 arXiv:2112.11739v2 fatcat:a2kzdmeyojakjge5skxceqi4u4
research issues that arise due to the increasing synergy between NLG and other artificial intelligence areas, such as computer vision, text and computational creativity. ...
This paper offers a comprehensive review of the research on Natural Language Generation (NLG) over the past two decades, especially in relation to data-to-text generation and text-to-text generation deep ...
Natural Language Generation (NLG) is the process of producing a natural language text in order to meet specified communicative goals. ...
arXiv:2112.11739v1
fatcat:ygrpp6f25ja4vfbhcr5ycfpxhy
The Urban Language (Urbslingua) ‒ Phenomenological Method
2017
Marketing i Zarządzanie
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A morphosign (language equivalent for a grapheme) is an indivisible structural element of the urbanized space. ...
It consists of biological activities of an individual which serve to satisfy the universal human needs (sleep, movement, communication, mating, learning, defence, feeding, recreation, playing, construction ...
Let us make a reference, again, to linguistics, particularly to the first and the second function of the language. According to the first function, the language is a means of communication. ...
doi:10.18276/miz.2017.50-03
fatcat:muycr4weczgkvkuvkscwszgqh4
Conglomerate Industry Choice and Product Language
2018
Management science
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overlap and potential synergies. ...
We also find evidence linking these results to specific synergies such as potential entry into new markets and realized synergies in the form of higher 10-K product description growth. ...
They also thank Ricardo Alonso, Peter MacKay, Andrea Prat, Merih Sevilir, Albert Sheen, and Denis Sosyura, as well as seminar participants at the Western Finance Association meetings, the University of ...
doi:10.1287/mnsc.2016.2693
fatcat:yzmrfbzjerel5cpimmyr3useyy
Teaching Arabic as a Second Language in Nigeria
2012
Procedia - Social and Behavioral Sciences
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Language learning as a scientific process and a student-centred activity requires a wide range of planned teaching-learning activities. ...
A number of obstacles hinder the effectiveness of teaching and learning Arabic in Nigeria as a Foreign Language (AFL).This paper situates the search for durable interventions within the context of the ...
/Communicative Approaches, Total Physical Response (TPR), the Silent Way, Suggestopedia, Community Language Learning (CLL) and the Total Immersion Programme. ...
doi:10.1016/j.sbspro.2012.11.254
fatcat:uwqa6i6qgvdu3gl3dnihnry4ca
Review of the Summer Institute in Cognitive Sciences 2010: The Origins of Language
2010
Biolinguistics
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Third, language is inseparable from its socio-cultural environment; social or simulation studies on the emergence and evolution of communication system can reveal the nature of linguistic functions and ...
in songbirds functions additionally in their vocal learning and adulthood. ...
doaj:35636ce2eb78473186ad2e88da0fdfc6
fatcat:iwxh6vryazekjew6mcjnd7f3fa
Digital Language Learning (DLL): Insights from Behavior, Cognition, and the Brain
2021
Bilingualism: Language and Cognition
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Theoretically, DLL provides a forum for understanding differences between child language and adult L2 learning, and the effects of learning context and learner characteristics. ...
How can we leverage digital technologies to enhance language learning and bilingual representation? ...
The authors wish to express gratitude to Chan-yuan Gu, Zhexiao Guo, Jennifer Legault, Yingying Peng, Jing Wang, Jiayan Zhao and other members in the Brain, Language, and Computation Lab for their assistance ...
doi:10.1017/s1366728921000353
fatcat:vdvqxi523ngv5c24jpm47xg2oy
Language and other complex behaviors: Unifying characteristics, computational models, neural mechanisms
2017
Language Sciences
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erroneously believed to hinge on "object recognition" (Edelman, 2017a), and in language, where problem-level thinking is dominated by the conception of communication as packaging meanings into messages ...
obligatory in biology: Mayr's (1961) concerns about explaining causation (including the distinction between proximate and ultimate causes), and Tinbergen's (1963) four questions -survival value, ontogeny ...
GODIVA) and extend them so as to meet the functional-computational demands of language. ...
doi:10.1016/j.langsci.2017.04.003
fatcat:kisve5cuqfb2nl42wioegqwvl4
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