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Building Natural Language Interfaces to Web APIs

Yu Su, Ahmed Hassan Awadallah, Madian Khabsa, Patrick Pantel, Michael Gamon, Mark Encarnacion
2017 Proceedings of the 2017 ACM on Conference on Information and Knowledge Management - CIKM '17  
We study the problem of natural language interface to APIs (NL2APIs), with a focus on web APIs for web services.  ...  We propose the irst end-to-end framework to build an NL2API for a given web API.  ...  CONCLUSIONS AND FUTURE WORK We formulated the natural language interface to web API (NL2API) problem, and proposed an end-to-end framework to build an NL2API from scratch, with the novel technical contributions  ... 
doi:10.1145/3132847.3133009 dblp:conf/cikm/SuAKPGE17 fatcat:jxeytrhvyna6jhyzbmf4iikxoe

Natural End-User Development of Web Mashups

Saeed Aghaee, Cesare Pautasso, Antonella De Angeli
2013 2013 IEEE Symposium on Visual Languages and Human Centric Computing  
End-User Development (EUD) can be exploited on the Web, where users are disposed to create niche "Web Mashup" applications out of the composition of many existing Web APIs to address their long tail of  ...  NaturalMash is based on an efficient combination of end-user programming techniques including natural language programming, What You See Is What You Get (WYSIWYG), and Programming by Demonstration (PbD  ...  To give a natural language representation of APIs, each of its Tasks and Events is associated with a specific natural language description.  ... 
doi:10.1109/vlhcc.2013.6645253 dblp:conf/vl/AghaeePA13 fatcat:cpqrmkkhqfhcdbrm6r24a33fqi

Compositional Generalization for Natural Language Interfaces to Web APIs [article]

Saghar Hosseini, Ahmed Hassan Awadallah, Yu Su
2021 arXiv   pre-print
This paper presents Okapi, a new dataset for Natural Language to executable web Application Programming Interfaces (NL2API).  ...  We define new compositional generalization tasks for NL2API which explore the models' ability to extrapolate from simple API calls in the training set to new and more complex API calls in the inference  ...  The task of building an end-to-end framework for transferring natural language to a given Web API was introduced by Su et al. [27, 28] .  ... 
arXiv:2112.05209v1 fatcat:ueyptni6ljbxlm3yl7vd6vo6va

What are you talking about?

Erik Wilde
2007 IEEE International Conference on Services Computing (SCC 2007)  
While there are many problems which are simply problems of certain technical decisions, other areas are more fundamental and lead to different perspectives and eventually implementations of service oriented  ...  We argue that the current emphasis of service orientation as a collection of interface descriptions misses the critical point of services, which is that they revolve around resources.  ...  The Universal Business Language (UBL) [4] is an attempt to define a number of useful models which help to avoid the need for explicit agreement, but this approach of a library of popular models naturally  ... 
doi:10.1109/scc.2007.135 dblp:conf/IEEEscc/Wilde07 fatcat:xwumxljwd5bynghboongl77agy

INTELLECTUALIZATION OF PROJECT MANAGEMENT WEB SERVICES BASED ON INTEGRATION WITH NATURAL LANGUAGE PROCESSING MODULES

G.A. Yegoshyna, S.M. Voronoy
2018 Proceedings of the O.S. Popov ОNAT  
The article shows the advantages of using natural language processing tools to improve the efficiency and availability of project management web services.  ...  Since most of natural language processing public web services provide similar functionality with similar performance, it is reasonable to create a multiservice integral system architecture that would be  ...  In its current version, the bot just serves as a natural language interface to SaaS-based corporate knowledge base.  ... 
doi:10.33243/2518-7139-2018-1-2-94-100 fatcat:eqgbxzewnfgfbh6learrkf5otm

Natural Language Interfaces with Fine-Grained User Interaction

Yu Su, Ahmed Hassan Awadallah, Miaosen Wang, Ryen W. White
2018 The 41st International ACM SIGIR Conference on Research & Development in Information Retrieval - SIGIR '18  
In the specific setting of natural language interfaces to web APIs, we conduct a systematic study to verify our hypothesis.  ...  To facilitate this study, we propose a novel modular sequence-to-sequence model to create interactive natural language interfaces.  ...  SIGIR '18, July [8] [9] [10] [11] [12] 2018 Figure 1 : Example of natural language interface to web API. Top: Natural language utterances (commands). Middle: API frame.  ... 
doi:10.1145/3209978.3210013 dblp:conf/sigir/SuAWW18 fatcat:esnqvsgb6ngotiqg6pxahjpkby

An Analysis of BIM Web Service Requirements and Design to Support Energy Efficient Building Lifecycle

Yufei Jiang, Xiao Liu, Fangxiao Liu, Dinghao Wu, Chimay Anumba
2016 Buildings  
We have implemented a RESTful Application Program Interface (API) prototype on a mock BIMserver to demonstrate our idea.  ...  Buildings 2016, 6, 20 2 of 24 by experts in different domains, and their data representations are different in nature, which puts a constraint on model reuse and data exchange among tools.  ...  Acknowledgments: This research is supported in part by the Consortium for Building Energy Innovation (CBEI), sponsored by the Department of Energy under the grant DE-EE0004261.  ... 
doi:10.3390/buildings6020020 fatcat:chw4d7gznjdq7b7uhqdgujakqm

TWORPUS – An Easy-to-Use Tool for the Creation of Tailored Twitter Corpora [chapter]

Alexander Bazo, Manuel Burghardt, Christian Wolff
2013 Lecture Notes in Computer Science  
Tworpus allows scholars to create corpora without having to know about the Twitter Application Programming Interface (API) and related technical aspects.  ...  In this paper we present Tworpus, an easy-to-use tool for the creation of tailored Twitter corpora.  ...  demanding, rather abstract interfaces to such data, for instance Twitter's REST API or the Streaming API.  ... 
doi:10.1007/978-3-642-40722-2_3 fatcat:25fde3thdbfhlmjni44d7anpz4

Design of a Subtitle System for Internet TV Systems

Jaegeol Yim
2016 International Journal of Multimedia and Ubiquitous Engineering  
In order for Internet TV systems to be globalized and to spread throughout the world, broadcasters must provide a subtitling service in foreign languages.  ...  A crawler is proposed as part of the translator to collect cultural and tourism proper nouns.  ...  Then, the natural language processing service analyzes the web page and collects proper nouns.  ... 
doi:10.14257/ijmue.2016.11.5.02 fatcat:l7ewz6nvtzellin44lqczhxsxa

Clairlib: A Toolkit for Natural Language Processing, Information Retrieval, and Network Analysis

Amjad Abu-Jbara, Dragomir R. Radev
2011 Annual Meeting of the Association for Computational Linguistics  
In this paper we present Clairlib, an opensource toolkit for Natural Language Processing, Information Retrieval, and Network Analysis.  ...  It has a command-line interface, a graphical interface, and a documented API. Clairlib is compatible with all the common platforms and operating systems.  ...  to the development of Clairlib.  ... 
dblp:conf/acl/Abu-JbaraR11a fatcat:sek76c4pizbapmujwlutibyfu4

OGC API Features HTML-output as a Feature Dashboard

Lassi Lehto, Jaakko Kähkönen
2021 Abstracts of the International Cartographic Association  
This also facilitates the Web search engines to index geospatial datasets. The use of HTML as a feature encoding language opens up new, uncharted territories for the providers of geodata services.  ...  These information items might be retrieved via service interfaces other than OGC API Features.  ... 
doi:10.5194/ica-abs-3-176-2021 fatcat:b74fvaocsfchxkhf537gty6ugm

An Incorporation of Artificial Intelligence Capabilities in Cloud Computing

Mandeep Kumar
2016 International Journal Of Engineering And Computer Science  
cloud machine learning platform and artificial intelligence cloud services like computer vision, powerful speech recognition, powerful text analysis, fast dynamic translation, smart search, intelligent language  ...   Text Analytics API: Detect sentiment, key phrases, topics, and language from your text.  Web Language Model API: Leverage the power of language models trained on web- scale data.  ...   Bing Web Search API: Connect powerful search to your apps. B.  ... 
doi:10.18535/ijecs/v5i11.63 fatcat:o5wbltjolfefpedjzcpgn62wzy

Comparative study of cloud platforms to develop a Chatbot

Amit Patil, Marimuthu K, Nagaraja Rao A, Niranchana R
2017 International Journal of Engineering & Technology  
A chatbot is a virtual person that can effectively talk to any human being with the help of interactive conversion textual skill.  ...  Finally, by the comparison, we will get to know that which cloud platform is efficient and suitable for developing chatbot.  ...  Acknowledgement I would like to thank VIT University for letting us use the computer labs for our project work and also thankful to all our colleagues for their suggestions.  ... 
doi:10.14419/ijet.v6i3.7628 fatcat:luu266wvy5d57ournkrqdj5tcq

A Structured Semantic Query Interface for Reasoning-Based Search and Retrieval [chapter]

Dimitrios A. Koutsomitropoulos, Ricardo Borillo Domenech, Georgia D. Solomou
2011 Lecture Notes in Computer Science  
In this paper, we propose a structured semantic query interface that helps to construct and submit entailment-based queries in an intuitive way.  ...  Information and knowledge retrieval are today some of the main assets of the Semantic Web.  ...  , and those expressing natural language or keyword-based queries.  ... 
doi:10.1007/978-3-642-21034-1_2 fatcat:hdya4zkwffb6zbskiigqs7fy3y

Curating the Typological Database System [chapter]

2017 CLARIN in the Low Countries  
CLARIN-NL granted funding to the TDS Curator project to migrate this valuable resource to a more durable platform, archiving the data and converting its interface to a true web service architecture that  ...  Due to the pace of change in web technologies, the original so ware has for some time been edging toward obsolescence.  ...  The authors would like to thank these partner institutions and especially their colleagues: Marjan Grootveld, Marc Kemps-Snijders and Rob Zeeman.  ... 
doi:10.5334/bbi.11 fatcat:bznjmt626jc6daon3tgtypurgm
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