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Multiple Intelligent Conversation Agent Services for Reception, Management and Integration of Third Country Nationals in the EU

Deliverables

Advanced version of personalized interaction technologies

The deliverable will present the final version of interactive personalized and agentguided information acquisition and provision education community inclusion and personal coaching technologies in WELCOME and the final version of the immersive techniques and setups that support these technologies

Advanced version of multilingual spoken language processing techniques

The deliverable will elaborate on the final versions of all natural language processing techniques targeted in WELCOME

Final version of the ontological representation, reasoning, and conversational awareness frameworks in WELCOME

The deliverable will describe the final version of the semantic representation models and their dynamic extension the advanced semantic reasoning techniques for data integration and semantic enrichment as well as for context interpretation and understanding of discussion topics

Advanced agent planning and agent team coordination techniques

The deliverable will present the final version of the agent planning and agent team coordination techniques

Advanced dialogue management techniques

The deliverable will present the advanced version of the DM module

Advanced version of visual decision support technologies

This deliverable will present the final version of the decision support interfaces for authorities and public administrations

Advanced user requirement driven technology co-design and co-creation

D24 will summarize the first version of the user requirements and outline the final version of the codesign and cocreation of WELCOME technologies

Public final activity report and final self-assessment

The deliverable will contain i the consortium presentation and the objectives of WELCOME ii a summary of the project results iii the management of the data compiled and generated in WELCOME iv the assessment against the performance indicators defined in D12 and D13 and v the impact achieved by the project

Final dissemination and collaboration report

D106 will provide the final version of the report on the dissemination and collaboration activities carried out in the project

Social and Ethical Issues in immersive agent-guided interaction technologies

D93 addresses social and ethical issues in WELCOME

Guidance Recommendations for future immersive agent-guided interaction technologies

D94 includes guidance implementation recommendations for stakeholders

Technology porting protocol

The deliverable will outline the procedures that are to be followed and parameters that are to be taken into account when porting the WELCOME technologies from the contexts of one country to the contexts of another country The application of the protocol will be illustrated for porting the WELCOME technologies from the contexts in Germany and Greece to the contexts in Spain

Advanced interaction patterns between TCNs and actors in the host countries and their socio-psychological dimensions

The deliverable will present the advanced insights concerning the nature and role of sociopsychological parameters in interactions between TCNs and different actors in the host countries as well as the revised and completed interaction patterns

Policy Brief 1

The deliverable will cover the Policy Brief within the first reporting period

Policy Brief 2

The deliverable will cover the Policy Brief towards the end of the second reporting period

Privacy, data protection, social and ethical issues preliminary guide for WELCOME design and development

The deliverable outlines a set of preliminary legal, privacy and ethical criteria for technical partners to take into account when designing WELCOME.

Initial dissemination plan, communication material, and Project website

D10.1 presents the initial dissemination and communication plan of the project, the creation of the project’s communication material to be used as part of dissemination activities, and the setup of the project website, which will provide up-to-date information on project results.

Public showcase

This deliverable will contain the public showcase according to T106

2nd Prototype of the WELCOME platform

The deliverable will document the functionality of the modules of the 2nd prototype of the WELCOME multiagent network and the operation of the network in accordance with the objectives of MS4

1st Prototype of the WELCOME platform

The deliverable will present the functionality of the modules of the 1st prototype of the WELCOME multiagent network and the operation of the network in accordance with the objectives of MS3

Publications

Findings of the 2022 Conference on Machine Translation (WMT22)

Author(s): Bawden Rachel, Bojar Ondřej, Chatterjee Rajen, Dvorkovich Anton, Federmann Christian, Fishel Mark, Freitag Markus, Gowda Thamme, Graham Yvette, Grundkiewicz Roman, Haddow Barry, Huck Matthias, Knowles Rebecca, Kocmi Tom, Koehn Philipp, Monz Christof, Morishita Makoto, Nagata Masaaki, Nakazawa Toshiaki, Negri Matteo, Novák Michal, Popel Martin, Popović Maja, Shmatova Mariya, Turchi Marco
Published in: 2022
Publisher: Association for Computational Linguistics

Improving Both Domain Robustness and Domain Adaptability in Machine Translation

Author(s): Lai Wen, Libovický Jindřich, Fraser Alexander
Published in: Proc. of The 29th International Conference on Computational Linguistics, 2022
Publisher: COLING

Towards a Versatile Intelligent Conversational Agent as Personal Assistant for Migrants

Author(s): L. Wanner, M. Klusch, A. Mavropoulos, E. Jamin, V. Marín, G. Casamayor, J. Černocký, s. Davey, M. Domínguez, E. Egorova, J. Grivolla, G.E. Jaramillo Rojas, A. Karakostas, D. Ntioudis, P. Pecina, O. Sobko, S. Vrochidis, and L. Wertmann
Published in: Advances in Practical Applications of Agents, Multi-Agent Systems, and Social Good. The PAAMS Collection. PAAMS 2021. Lecture Notes in Computer Science, vol 12946, 2021
Publisher: Springer
DOI: 10.1007/978-3-030-85739-4_26

CollFrEn: rich bilingual English–French collocation resource

Author(s): Fisas Elizalde, Beatriz; Espinosa-Anke, Luis; Codina Filbà, Joan; Wanner, Leo
Published in: Joint Workshop on Multiword Expressions and Electronic Lexicons, 2020, Page(s) 1-12
Publisher: Association for Computational Linguistics

A Hierarchical Subspace Model for Language-Attuned Acoustic Unit Discovery

Author(s): Bolaji Yusuf, Lucas Ondel, Lukas Burget, Jan Cernocky, Murat Saraclar
Published in: ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2021, Page(s) 3710-3714, ISBN 978-1-7281-7605-5
Publisher: IEEE
DOI: 10.1109/icassp39728.2021.9414899

ThemePro 2.0: Showcasing the Role of Thematic Progression in Engaging Human-Computer Interaction

Author(s): M. Domínguez Bajo, J. Soler-Company, and L. Wanner
Published in: Proceedings of Interspeech Show and Tell Track,, 2021
Publisher: ISCA

On the Evolution of Syntactic Information Encoded by BERT's Contextualized Representations

Author(s): Pérez-Mayos, Laura; Carlini, Roberto; Ballesteros, Miguel; Wanner, Leo
Published in: Proceedings of the16th conference of the European Chapter of the Association for Computational Linguistics (EACL), 2021, Page(s) 2243-2258, ISBN 978-1-954085-02-2
Publisher: Association for Computational Linguistics

Neural String Edit Distance

Author(s): Libovický Jindřich, Fraser Alexander
Published in: Proc. 3rd Workshop on Evaluation and Comparison of NLP Systems, 2022
Publisher: Association for Computational Linguistics

LARD: Large-scale Artificial Disfluency Generation

Author(s): Tatiana Passali, Thanassis Mavropoulos, Grigorios Tsoumakas, Georgios Meditskos, Stefanos Vrochidis
Published in: Proc. LREC 2022, 2022
Publisher: ELRA

A hierarchical subspace model for language-attuned acoustic unit discovery

Author(s): Bolaji Yusuf, Lucas Ondel, Lukas Burget, Jan Cernocky and Murat Saraclar
Published in: Proceedings ICASSP 2021, 2021
Publisher: IEEE

How much pretraining data do language models need to learn syntax?

Author(s): L. Pérez-Mayos, M. Ballesteros and L. Wanner
Published in: Proc. of the 2021 Conference on Empirical Methods in Natural Language Processing (EMNLP), 2021
Publisher: Association for Computational Linguistics

End-to-End Open Vocabulary Keyword Search

Author(s): Bolaji Yusuf; Alican Gok; Batuhan Gundogdu; Murat Saraclar
Published in: Proceedings of Interspeech - on-line, vol. 2021, no. 8, ISSN 1990-9772, Issue 3, 2021, Page(s) 4388-4392
Publisher: International Speech Communication Association
DOI: 10.48550/arxiv.2108.10357

CUNI Systems for the WMT 22 Czech-Ukrainian Translation Task

Author(s): Popel Martin, Libovický Jindřich, Helcl Jindřich
Published in: Proc. Seventh Conference on Machine Translation, 2022
Publisher: Association for Computational Linguistics

Multilingual Extraction and Categorization of Lexical Collocations with Graph-aware Transformers

Author(s): Espiosa-Anke, L., Shvets, A., Mohammadshahi, A., Henderson, J. and Wanner, L.
Published in: Proc. of the 11th Joint Conference on Lexical and Computational Semantics, 2022
Publisher: Association for Computational Linguistics

Immerse: A Personalized System Addressing the Challenges of Migrant Integration

Author(s): Dimos Ntioudis, Eleni Kamateri, Georgios Meditskos, Anastasios Karakostas, Florian Huber, Romeo Bratska, Stefanos Vrochidis, Babak Akhgar, Ioannis Kompatsiaris
Published in: 2020 IEEE International Conference on Multimedia & Expo Workshops (ICMEW), 2020, Page(s) 1-6, ISBN 978-1-7281-1485-9
Publisher: IEEE
DOI: 10.1109/icmew46912.2020.9105981

MTEQA at WMT21 Metrics Shared Task

Author(s): Krubiński Mateusz, Ghadery Erfan, Pecina Pavel, Moens Marie-Francine
Published in: Proc. of the Sixth Conference on Machine Translation, 2021
Publisher: Association for Computational Linguistics

Out-of-vocabulary words detection with attention and CTC alignments in an end-to-end ASR system

Author(s): Ekaterina Egorova, Hari K. Vydana, Lukas Burget, Jan Cernocky
Published in: Proceedings of Interspeech 2021, 2021
Publisher: ISCA

The Third Multilingual Surface Realization Shared Task: Overview and Evaluation Results'

Author(s): S. Mille, A. Belz, B. Bohnet, T. Castro Ferreira, Y. Graham, and L. Wanner
Published in: Proceedings of the Third Workshop on Multilingual Surface Realization, 2020, Page(s) 1-20
Publisher: Association for Computational Linguistics

AJAN: An Engineering Framework for Semantic Web-Enabled Agents and Multi-Agent Systems

Author(s): Antakli, A; Kazimov, A.; Spieldenner, D.; Jaramillo Rojas, G.E.; Klusch, M.
Published in: Proc. of International Conference on Practical Applications of Agents and Multi-Agent Systems (PAAMS), 2023
Publisher: Springer

Assessing the Syntactic Capabilities of Transformer-based Multilingual Language Models

Author(s): L. Pérez-Mayos, A. Táboas García, S. Mille, and L. Wanner
Published in: Findings of ACL, 2021
Publisher: Association for Computational Linguistics

Analysis of Impact of Emotions on Target Speech Extraction and Speech Separation

Author(s): Ján Švec, Kateřina Žmolíková, Martin Kocour, Marc Delcroix, Tsubasa Ochiai, Ladislav Mošner, Jan Černocký
Published in: Proc. of The 17th International Workshop on Acoustic Signal Enhancement (IWAENC 2022)., 2022
Publisher: IEEE Signal Processing Society

Usage of Visual Analytics to Support Immigration Related, Personalised Language Training Scenarios

Author(s): G.Antzoulatos, T. Mavropoulos, G. Tzionis, A. Karakostas, A. Gonzalez Costas, M. González Burgos, S. Vrochidis, I. Kompatsiaris
Published in: Proc. of the International Conference on Interactive Mobile Communication, Technologies and Learning (IMCL2021), 2021
Publisher: Springer

ThemePro: a toolkit for the analysis of thematic progression

Author(s): Wanner, Leo; Domínguez Bajo, Mónica; Soler Company, Juan
Published in: Proceedings of The 12th Language Resources and Evaluation Conference, LREC 2020, 2020, Page(s) 1000-1007, ISBN 979-10-95546-34-4
Publisher: European Language Resources Association

Evaluating language models for the retrieval and categorization of lexical collocations

Author(s): L. Espinosa-Anke, J. Codina-Filbà, L. Wanner
Published in: Proceedings of the Conference of the European Chapter of the Association for Computational Linguistics, 2021, Page(s) 1406–1417, ISBN 978-1-954085-02-2
Publisher: Association for Computational Linguistics

Just Ask! Evaluating Machine Translation by Asking and Answering Questions

Author(s): Krubiński Mateusz, Ghadery Erfan, Pecina Pavel, Moens Marie-Francine
Published in: Proc. of the Sixth Conference on Machine Translation, 2021
Publisher: Association for Computational Linguistics

Why don’t people use character-level machine translation?

Author(s): Libovický Jindřich, Schmid Helmut, Fraser Alexander
Published in: Findings of the Association for Computational Linguistics, 2022
Publisher: Association for Computational Linguistics

Spelling-Aware Word-Based End-to-End ASR

Author(s): E. Egorova, H. K. Vydana, L. Burget and J. H. Černocký
Published in: IEEE Signal Processing Letters, 2022, ISSN 1070-9908
Publisher: Institute of Electrical and Electronics Engineers

Non-Parametric Bayesian Subspace Models for Acoustic Unit Discovery

Author(s): Lucas Ondel, Bolaji Yusuf, Lukas Burget, Murat Saraclar
Published in: IEEE/ACM TRANSACTIONS ON AUDIO, SPEECH, AND LANGUAGE PROCESSING, 2022, ISSN 2329-9304
Publisher: IEEE

The Information Structure–prosody interface in text-to-speech technologies. An empirical perspective

Author(s): Domínguez, M., Farrús, M. and Wanner, L.
Published in: Linguistics and Linguistic Theory, 2022, Page(s) 419-445, ISSN 1613-7035
Publisher: De Gruyter

The Relation Dimension in the Identification and Classification of Lexically Restricted Word Co-Occurrences in Text Corpora

Author(s): Shvets, A. and Wanner, L.
Published in: Mathematics, 2022, ISSN 2227-7390
Publisher: MDPI

End-to-End Open Vocabulary Keyword Search With Multilingual Neural Representations

Author(s): Bolaji Yusuf, Jan Cernocky, Murat Saraclar
Published in: IEEE/ACM Transactions on Audio, Speech, and Language Processing, 2023, ISSN 2329-9304
Publisher: IEEE
DOI: 10.1109/taslp.2023.3301239

Realidad virtual en enseñanza lingüística a inmigrantes

Author(s): Burgos, M., González, A. y Sánchez, E.
Published in: CITAS, 2022, ISSN 2422-4529
Publisher: División de Educación Abierta y a Distancia, Universidad Santo Tomás - VUAD

Non-Parametric Bayesian Subspace Models for Acoustic Unit Discovery

Author(s): Lucas Ondel; Bolaji Yusuf; Lukas Burget; Murat Saraclar
Published in: https://hal.archives-ouvertes.fr/hal-03467205, Issue 3, 2022, Page(s) 1902-1917, ISSN 2329-9290
Publisher: IEEE Advancing Technology for Humanity
DOI: 10.1109/taslp.2022.3171975

Shaping ICT policies for integrative and inclusive digital services

Author(s): Florian Huber; Yara Abdel Samad; Theoni Spathi; Alessandro Caforio; Carmen Munteanu; Maryam Karimi; Ana Eckhardt Rodriguez; Eszter Kantor; Camille Fiadzo; Leo Wanner; Maria Moudatsou; Eleni Dimopoulou
Published in: Information and Communications Technology in Support of Migration. Security Informatics and Law Enforcement, 2021
Publisher: Springer
DOI: 10.1007/978-3-030-93266-4_21

Concept Extraction Using Pointer–Generator Networks and Distant Supervision for Data Augmentation

Author(s): Alexander Shvets, Leo Wanner
Published in: Knowledge Engineering and Knowledge Management - 22nd International Conference, EKAW 2020, Bolzano, Italy, September 16–20, 2020, Proceedings, Issue 12387, 2020, Page(s) 120-135, ISBN 978-3-030-61243-6
Publisher: Springer International Publishing
DOI: 10.1007/978-3-030-61244-3_8

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