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Rasa: Open Source Language Understanding and Dialogue Management [article]

Tom Bocklisch, Joey Faulkner, Nick Pawlowski, Alan Nichol
2017 arXiv   pre-print
Their purpose is to make machine-learning based dialogue management and language understanding accessible to non-specialist software developers.  ...  We introduce a pair of tools, Rasa NLU and Rasa Core, which are open source python libraries for building conversational software.  ...  Acknowledgements The authors are indebted to the users of both libraries for providing invaluable feedback and creating a supportive community around these tools.  ... 
arXiv:1712.05181v2 fatcat:neua5dx7hzgeros2fs6qome3va

LSTM-RASA Based Agri Farm Assistant for Farmers [article]

Narayana Darapaneni, Selvakumar Raj, Raghul V, Venkatesh Sivaraman, Sunil Mohan, Anwesh Reddy Paduri
2022 arXiv   pre-print
Farmers can have conversation with the Chatbot and get the expert advice in their field. Farmers Assistant is based on RASA Open Source Framework.  ...  The application of Deep Learning and Natural Language based ChatBots are growing rapidly in recent years.  ...  Selection of Framework Rasa Open Source Architecture The Rasa Open Source has 2 main components -Rasa NLU and Rasa Core. RASA NLU is the part which takes care of all NLU processing.  ... 
arXiv:2204.09717v1 fatcat:4jivdhxb4rb3nnic4rjtnyujaa

Healthcare Chatbot using RASA

Harsh Gori, Karan Gori, Smit Patel, Pramila Shinde
2022 Zenodo  
With the help of different chatbots, a person can communicate with text or even audio interface and get a quick reply from the chatbot through AI i.e., artificial intelligence and its subset called machine  ...  This assistant will help predicting the diseases based on symptoms, locate the hospital in their vicinity, booking an appointment and much more.  ...  The concept of stories is used by the RASA OPEN SOURCE in order to train a chatbot efficiently and related to our domain.  ... 
doi:10.5281/zenodo.6395567 fatcat:oymttjjksvbmjb7grjpq5dirxu

Developing FB Chatbot Based on Deep Learning Using RASA Framework for University Enquiries [article]

Yurio Windiatmoko, Ahmad Fathan Hidayatullah, Ridho Rahmadi
2020 arXiv   pre-print
This kind of Deep Learning is based on RNN which has some specific memory savings scheme for the Deep Learning Model, specifically this chatbot using LSTM which already integrates by RASA framework.  ...  Chatbots are functionally helping in several things such as curriculum information, admission for new students, schedule info for any lecture courses, students grade information, and some adding features  ...  entity recognition on rasa nlu also dialogue policy on rasa core, then integrating it with Facebook Messenger.  ... 
arXiv:2009.12341v1 fatcat:xoaz7m72avfd3j2aq7qxcjotxm

An Analytical Study and Review of open source Chatbot framework, Rasa

Rakesh Kumar Sharma, National Informatic Center
2020 International Journal of Engineering Research and  
Out of various implementations, RASA is open source implementation for NLU and DIET model.  ...  In this study, various features of rasa core are studied and upto much extent it can perform complex tasks. Implementation details are studied like interaction with database, API.  ...  The aim of this study was to provide a dialogue system based on machine learning and understanding the language to the enthusiast whoare no such expert in technology.  ... 
doi:10.17577/ijertv9is060723 fatcat:3sv77cw4ijgnpkbukl3yhfqtzy

BHAKTI-RASA (THE SENTIMENT OF DEVOTION) IN JOHN DONNE'S POETRY

Richa Biswal
2021 RESEARCH TRENDS IN MODERN LINGUISTICS AND LITERATURE  
However, the concept of bhakti-rasa is an Indian concept still has not been ignored by writers in any language.  ...  The present paper deals with some of the significant inter-connections between the mEastern and Western branches of aesthetics to address the universality and relevance of bhakti-rasa.  ...  He, the supreme, wants to possess the whole being of the persona and cannot brook the minor interference from any source, spiritual or secular.  ... 
doi:10.29038/2617-6696.2021.4.4.23 fatcat:kyofpijxzreqpma77pwosi6vvm

THE ROLE OF CREATIVITY IN SUSTAINABLE BUSINESS

Mindaugas Laužikas, Rasa Mokšeckienė
2013 Entrepreneurship and Sustainability Issues  
To continue, there is the importance of intercultural dialogue analysed while opening co-operation and partnership opportunities in various regions, mobility opportunities among artists as well as developing  ...  colours to the image of creativity: investments in human resources, trainings, researches, lifelong learning and entrepreneurship open up new opportunities of merging arts and business and concentrating  ...  whose language they are studying) as well as the reunion of business, language and culture make a perfect fit of living and working in a modern society.  ... 
doi:10.9770/jesi.2013.1.1(2) fatcat:cltj7pjcxfgvvlgzagwg4vk6cy

The role of creativity in sustainable business

Mindaugas Laužikas, Rasa Mokšeckienė, Manuela Tvaronavičienė
2013 Entrepreneurship and Sustainability Issues  
To continue, there is the importance of intercultural dialogue analysed while opening co-operation and partnership opportunities in various regions, mobility opportunities among artists as well as developing  ...  colours to the image of creativity: investments in human resources, trainings, researches, lifelong learning and entrepreneurship open up new opportunities of merging arts and business and concentrating  ...  whose language they are studying) as well as the reunion of business, language and culture make a perfect fit of living and working in a modern society.  ... 
doi:10.9770/jesi.2013.1(2) fatcat:t3wmbaxa6jes5n5z5k3lsh3uiq

Deliverable 3.2: Guidelines for CHIs Digital Transformation

Fred Truyen, Rasa Bočytė
2021 Zenodo  
These guidelines go hand-in-hand with the inDICEs Open Observatory and specifically the Self-Assessment Tool, which will enable institutions to continuously assess and adjust their activities.  ...  They situate digital transformation in the context of opening up GLAM collections, inspired by the work at Europeana Foundation, the Europeana Aggregators' Forum and the Europeana Network Association.  ...  from different departments speak and understand the same "language" about the digital processes involved.  ... 
doi:10.5281/zenodo.5666909 fatcat:34s4nze2tjgwxg3nn5vflbudum

THE INDONESIA-MALAYSIA CULTURAL HERITAGE DISPUTES: A CASE STUDY OF THE PENDET DANCE AND RASA SAYANGE FOLK SONG

LAI YEW MENG, YUSTEN KARULUS
2019 MANU: Jurnal Pusat Penataran Ilmu dan Bahasa (PPIB)  
when managing the cultural heritage disputes, with particular attention given to Malaysia's alleged claims of proprietorship over the Pendet dance and Rasa Sayange folk song.  ...  This study found the salience of nationalism and/or domestic nationalist pressure in constraining/affecting SBY administration's management of the cultural heritage disputes affecting the Indonesia-Malaysia  ...  Security Dialogue and the Bilateral Defense Dialogue (Inayati, 2005: 42-43) .  ... 
doi:10.51200/manu.v0i0.1880 fatcat:6ohwjp3g4rhatcfxeorbhtgcvu

Conceptualising a Library Chatbot using Open Source Conversational Artificial Intelligence

Mayukh Bagchi
2020 DESIDOC Journal of Library & Information Technology  
The purpose of the paper is to conceptualize a library chatbot using a recently developed, artificial intelligence-powered open source conversational software platform named Rasa Stack.  ...  The only bottleneck towards such implementation has been the dearth of open source conversational software platforms.  ...  natural Language understanding The technological foundation of the proposed architecture's natural language understanding capabilities rests on Rasa NLU 2 .  ... 
doi:10.14429/djlit.40.06.15611 fatcat:4odplqtzgnhdlmnste5kdp75ey

Cultural integration and cross-cultural management challenges in the Central European Countries: Lithuania and Poland

Jolita Greblikaite, Włodzimierz SROKA, Rasa DAUGĖLIENĖ, Joanna KUROWSKA-PYSZ
2016 European Integration Studies  
The research presents actuality of cultural integration and cross-cultural management in terms of society and business in Poland and Lithuania integrating different cultural groups and ethnic minorities  ...  The article focused on disclosing the situation of cultural integration in Lithuania and Poland lead ing to the different issues of cross-cultural management in labour market and companies activity.  ...  and programs, _ managing global projects and dealing with multiple people, _ have to be opened to new ideas and develop creative solutions.  ... 
doi:10.5755/j01.eis.0.10.16281 fatcat:mr4nd52o6fel3o22jrpb73if6u

CREATIVE ECOLOGIES: DEVELOPING AND MANAGING NEW CONCEPTS OF CREATIVE ECONOMY

Jelena Stankevičienė, Rasa Levickaitė, Monika Braškutė, Elinga Noreikaitė
2011 Business, Management and Education  
management of new concepts of creative economy.  ...  they don't understand it".  ...  sources, and from people who feel their role is to be non aligned".  ... 
doi:10.3846/bme.2011.19 fatcat:hv6e23vrl5aofc7jbfjemyo4bm

The Complexity Approach New Leadership Phenomenon

Rasa Paulienė
2012 International Journal of Advances in Management and Economics  
However, dissentient state that leaders' images of themselves are social constructions and the development of a leadership is coupled to the interaction between leaders and followers.  ...  Yet others argue the need for attributes like vision, discipline, and passion, the need to master capabilities such as sense-making, relating, visioning, and inventing, or the need to mix personal humility  ...  commitments and they would share a common philosophy and language of leadership.  ... 
doi:10.31270/ijame/01/04/2012/08 fatcat:h6n4voie5ndgfnjaadspputy7a

The Development of Creative Industries: The Case of Lithuanian Fashion Design Companies

Mindaugas Laužikas, Rasa Mokšeckienė
2014 Societal Studies  
The analysis of creative industries and, in particular, the specificity of managing creative companies require not only understanding of concepts, such as the creativity, arts and business, but also understanding  ...  The research question of the present article is as follows: are development and management of companies that belong to creative industries efficient, and what  ...  , business management and corporate finance, etc.).  ... 
doi:10.13165/sms-14-6-1-03 fatcat:oqqsr7dxtvfyhescvqy4w4zuz4
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