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Open IE-Triples Inference - Corpora Development and DNN Architectures

Martin Víta, Petr Škoda
2020 Proceedings of the 2020 Federated Conference on Computer Science and Information Systems  
In this work, we focus on a derived task of relation inference: we propose a method of transforming a general NLI corpus to an annotated corpus for relation inference that utilizes existing NLI annotations  ...  We investigate several DNN siamese architectures for this task and this particular corresponding corpus. We set several baselines including hypothesis only baseline.  ...  Exploiting Open IE for Tasks Derived from NLI Open information extraction systems has already been utilized within NLI environment.  ... 
doi:10.15439/2020f78 dblp:conf/fedcsis/Vita020 fatcat:zz6cd3xfazdgnbbl5poaczttka

Improving similarity measures of relatedness proximity: Toward augmented concept maps

Elan Sasson, Gilad Ravid, Nava Pliskin
2015 Journal of Informetrics  
To cope with this challenge, this paper presents research model for augmenting concept maps on the basis of a novel method of co-word analysis that utilizes webometrics web counts for improving similarity  ...  Technology assessment serves as a use case to demonstrate and validate our approach for a spectrum of information technologies.  ...  Derived proposition Extracted proposition validation statements 1 Cloud Computing and Web Services are infrastructure of open public data cloud for various e-government services '  ... 
doi:10.1016/j.joi.2015.06.003 fatcat:x7e4bpyswbba7luz3j4oinimti

Natural Language Processing as a Foundation of the Semantic Web

Yorick Wilks, Christopher Brewster
2007 Foundations and Trends® in Web Science  
Acknowledgments CB would like to thank José Iria for help in discussing and formulating the Abraxas model, and Ziqi Zhang for undertaking parts of the implementation and evaluation.  ...  Our thanks also to Kieron O'Hara and Wendy Hall for comments, discussion and aid with editing.  ...  The methodology allows, for instance, creating an ontology given an input corpus, extending a corpus given an input ontology or deriving a set of extraction patterns given an input ontology and an input  ... 
doi:10.1561/1800000002 fatcat:n2xfw3qdhverrokidb2globwyq

Reexamining computational support for intelligence analysis: a functional design for a future capability

James Llinas, Galina Rogova, Kevin Barry, James W. Scrofani, James Llinas, Timothy P. Hanratty
2018 Next-Generation Analyst VI  
In other words, the relationship of support between premises and conclusion is a tentative one, potentially defeated by additional information." 2 By the way, we see the (necessary) balancing of Pro and  ...  STANDARDS: Create an argument map that incorporates critical and creative thinking and basic and diagnostic structured analytic techniques in order to provide clearer ACH understanding and validate the ACH. premises  ...  for intelligence analysis in the open literature as summarized in [10] .  ... 
doi:10.1117/12.2304058 fatcat:zuostyx5ynggxhhzarc6rleeny

Recent Advances in Natural Language Processing via Large Pre-Trained Language Models: A Survey [article]

Bonan Min, Hayley Ross, Elior Sulem, Amir Pouran Ben Veyseh, Thien Huu Nguyen, Oscar Sainz, Eneko Agirre, Ilana Heinz, Dan Roth
2021 arXiv   pre-print
We conclude with discussions on limitations and suggested directions for future research.  ...  We also present approaches that use pre-trained language models to generate data for training augmentation or other purposes.  ...  Acknowledgments We would like to thank Paul Cummer for his insightful comments on this work.  ... 
arXiv:2111.01243v1 fatcat:4xfjkkby2bfnhdrhmrdlliy76m

Reasoning-Driven Question-Answering for Natural Language Understanding [article]

Daniel Khashabi
2019 arXiv   pre-print
This primary goal has been studied under different tasks, such as Question Answering (QA) and Textual Entailment (TE).  ...  This thesis is organized into three main parts: In the first part, we explore multiple formalisms to improve existing machine comprehension systems.  ...  It uses Open IE (Banko et al., 2007) tuples derived from the text as the knowledge representation, and performs reasoning over it via an ILP.  ... 
arXiv:1908.04926v1 fatcat:3nls73bpt5fphauhpowkh44fcu

Low-Resource Adaptation of Neural NLP Models [article]

Farhad Nooralahzadeh
2020 arXiv   pre-print
The objective of this thesis is to investigate methods for dealing with such low-resource scenarios in information extraction and natural language understanding.  ...  "Neural Architectures for Named Entity Recognition".  ...  In: Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics. Association for Computational Linguistics.  ... 
arXiv:2011.04372v1 fatcat:626mbe5ba5bkdflv755o35u5pq

Linked open data to represent multilingual poetry collections. A proposal to solve interoperability issues between poetic repertoires

Elena González-Blanco, Gimena del Rio, Clara Martínez Cantón
2016 Zenodo  
Our research was partially conducted in the context of the Junior Research Group 'Linked Open Dictionaries (LiODi) Acknowledgments We would like to thank three anonymous reviewers for insightful feedback  ...  Web Resources Acknowledgments We would like to thank two anonymous reviewers for input and feedback to this paper, as well as OLiA users, contributors and funders for feedback on and support for OLiA  ...  (exploitations) by means of in-depth, labourintensive lexical analysis of corpus data.  ... 
doi:10.5281/zenodo.2551595 fatcat:4nbzl534ebgnbort742fhfoqam

Classifying Argumentative Relations Using Logical Mechanisms and Argumentation Schemes

Yohan Jo, Seojin Bang, Chris Reed, Eduard Hovy
2021 Transactions of the Association for Computational Linguistics  
Acknowledgments We thank the reviewers and action editor for valuable comments.  ...  We use Open IE 5.1 to extract relation tuples, and the probability terms are computed by a textual entailment module ( §4.1).  ...  Table 3 : Mapping between corpus-specific labels and our labels for the causality module. † The order of two input texts are reversed. ‡ The second input text is replaced with a random text in the corpus  ... 
doi:10.1162/tacl_a_00394 fatcat:csyhtbvq3bhslbhk5n5zkgg4mm

Voice Function, Sonority, and Contrapuntal Procedure in Late Medieval Polyphony

Kevin N. Moll
2017 Current Musicology  
Ie ou mains ou fort: -Ie heu-re ou mains ou fort: Et. 16 17 18 19 vogue in the first few decades of the century (cf. Dufay's motet Nuper rosarum flares).  ...  these techniques: the first he calls mehrJach-zweistimmiger Satz ("multiple two-voice counterpoint"); the second he refers to as erweiterter Satz ("expanded counterpoint")-a term deriving from its definitive  ... 
doi:10.7916/d8zp5pjz fatcat:7fdvvsz5rvhqfekpsy7comnk4i

Semantic Similarity from Natural Language and Ontology Analysis

Sébastien Harispe, Sylvie Ranwez, Stefan Janaqi, Jacky Montmain
2015 Synthesis Lectures on Human Language Technologies  
The two state-of-the-art approaches for estimating and quantifying semantic similarities/relatedness of semantic entities are presented in detail: the first one relies on corpora analysis and is based  ...  In this context, this book focuses on semantic measures: approaches designed for comparing semantic entities such as units of language, e.g. words, sentences, or concepts and instances defined into knowledge  ...  Interestingly, corpus of texts can be used to derive the same conclusion.  ... 
doi:10.2200/s00639ed1v01y201504hlt027 fatcat:y3tbtmwwqbhydeuaf2dlqk62ui

Knowledge Graphs [article]

Aidan Hogan, Eva Blomqvist, Michael Cochez, Claudia d'Amato, Gerard de Melo, Claudio Gutierrez, José Emilio Labra Gayo, Sabrina Kirrane, Sebastian Neumaier, Axel Polleres, Roberto Navigli, Axel-Cyrille Ngonga Ngomo (+6 others)
2021 arXiv   pre-print
After some opening remarks, we motivate and contrast various graph-based data models and query languages that are used for knowledge graphs.  ...  We conclude with high-level future research directions for knowledge graphs.  ...  We would also like to thank Matteo Palmonari for feedback on  ... 
arXiv:2003.02320v5 fatcat:ab4hmm2f2bbpvobwkjw4xbrz4u

Book of Abstracts of the Digital Humanities in the Nordic Countries 5th conference. Riga, 20–23 October 2020 [article]

Sanita Reinsone, Anda Baklāne, Jānis Daugavietis
2020 Zenodo  
Acknowledgements We thank the Fritz Thyssen Foundation for their funding for the research project Distant Viewing.  ...  We thank the Staatsbibliothek Berlin for providing access to the Wegehaupt collection.  ...  This entails the identification of a conclusion ("the statement that is doubted") and its premise(s) ("the statement that is supposed to take away that doubt") (Wagemans, 2019) .  ... 
doi:10.5281/zenodo.4107117 fatcat:6ongky6p5rab7gvtawnjmp2ofm

Free Choice in Deontic Inquisitive Semantics (DIS) [chapter]

Martin Aher
2012 Lecture Notes in Computer Science  
Given any χ ⊆ P ow(W ), χ MAX is defined as all the ⊆-maximal elements of χ, ie. σ ∈ χ MAX means that, for any τ ∈ χ with σ ⊆ τ , σ = τ .  ...  relations in downward entailing contexts.  ...  We thank the audience there as well as the reviewers for Amsterdam Colloquium for their comments.  ... 
doi:10.1007/978-3-642-31482-7_3 fatcat:vqnczv27vrbh5bekucsnhlocxm

The Case for a Linked Data Research Engine for Legal Scholars

2019 European Journal of Risk Regulation  
In this paper, we motivate the case for building a software platform that addresses these limitations.  ...  Finally, free to use systems that do provide such features are either too complex to use for general legal scholars, or are not rich enough in their analytics tools.  ...  From the above, we derive the need to develop software that: (1) is more user-friendly and accessible for the general legal scholar; (2) performs advanced visual analysis of case law integrated from multiple  ... 
doi:10.1017/err.2019.51 fatcat:ztjyxarrkjbdhl6455jbhcgufi
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