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European Language Grid

Deliverables

Data Management Plan (version 1)

D5.4 will mostly contain the template to be used within ELG and also by all providers to document the resources they supply to the ELG. It will account for all issues mentioned above (documentation, metadata description, legal aspects, e.g., licensing condition and access, preservation, sustainability plan, etc.).

Base Infrastructure (second release)

Second version of the base infrastructure. The update consists in the delivery of a development/test environment (e.g., Kubernetes) for deploying, scaling and executing containerized applications (LT services) and any required additional software. D1.3 will present the setup and include manuals and training material; training sessions, documented in D1.3, will be delivered to ELG partners on how to use the base infrastructure.

Platform GUI (initial release)

Software code and report. The first release of the platform GUI will include the initial version of CMS system from T3.3 and a basic set of GUI features for the portal (T3.4). D3.2 will populate the public information channel with initial web content.

Metadata schema

D2.3 (result of T2.2) will consist of the metadata schema and a report. The schema, to be delivered in the form of XSD and RDF/OWL, will cater for the description of all resources and entities envisaged by ELG. It will build upon the META-SHARE schema (and its profiles) and the model of LT-World. Its specification will be based on D2.1, on the technical requirements for achieving interoperability and execution of services (T2.5) as well as on legal considerations for accessing resources (T5.4). The design of the schema will be modular (per resource type), flexible and aiming at standardisation (deploying controlled vocabularies, especially the widely accepted ones). The schema will include mappings to popular schemas and schemas used by the partners and initiatives that will share their resources with ELG.

Services, Tools and Components (first release)

D4.1 will consist of software code and a report. D4.1 will include the collected and prioritised set of existing services, tools, and components (result of T4.1). All tools, services, and components will be classified by type (e.g., MT, IE, ASR), languages addressed, licensing information, code/tool location, programming language/REST API details, etc. D4.1 will include a first set of tools and services integrated within the ELG (result of T4.2-4.5). At this point, the goal is to prove successful integration with the ELG platform and identify any issues with APIs, containerisation process, etc. and feed those back to WP2 for refinement in subsequent releases. Task leaders will be responsible for integration of at least five tools and services for each LT category (i.e., task).

Identification and collection of existing data sets, models, identified gaps and plans (version 1)

D5.1 will report on the identified resources and the associated identification methodology. The ELG platform will document all metadata elements needed. A summary of the results and a description of the methodology will be provided.

ELG platform (first release)

Software code and report. The first release of the platform will include the backend components required for the operation of the catalogue, i.e., the user management component (part of T2.8), components supporting documentation, uploading, storing and downloading of all resource types (tools and services, datasets, etc.), and APIs required for interacting with other layers (T2.3 and T2.4). An alpha release will be made internally available at M14 for testing with the upload of a limited sets of tools and services (D4.1) and datasets (WP5). D2.4 will introduce the platform, and include the first version of the guidelines on its use and provision of resources, instructions for containerisation and invoking of remotely accessible web services.

Base Infrastructure (first release)

A first version of the base infrastructure (VMs, networking, storage) will be delivered to the ELG partners. All required support tools for developing the ELG software will be installed, configured and delivered; e.g., source control management and a CI server. The report will briefly present all development/support tools and the setup of the base infrastructure.

Market place report (setup and progress report)

D7.3 will report on the set up and progress towards establishing the ELG as the primary LT market place in Europe. It will report on all activities carried out, events participated in, presentations given, first success stories, obstacles etc.

User requirements and functional specifications

D2.1 (outcome of T2.1) will be a report consisting of a short description of the ELG target user groups, requirements for the prioritised ELG functionalities per user group, functional specifications for the ELG platform services.

Call 1 results and description of selected pilot projects

D6.2 will describe the selection process and results of the first call for pilot proposals. Apart from statistics (number of submitted and accepted proposals, total budget, budget breakdown), it will also summarize the evaluation process. For all accepted projects, it will briefly describe them, including their goals and objectives and other relevant information, such as the planned use of the ELG in those projects. In addition, it will contain recommendations for the organization and administration of the second call.

NCC report and LTB report

D7.2 will report on the set up of the NCC network of networks, it will list the NCC Leads and additional members as well as activities carried out with or by the NCCs. D7.2 will also include an analysis of the setup procedure and the engagement of the NCC Leads. Furthermore, D7.2 will report on the set up of the European LT Board.

Sustainability plan (progress report)

D7.8 will provide the intermediate progress regarding T7.5. It will systematically list all different options towards establishing a legal entity to guarantee the sustainability of the ELG platform with all their individual pros and cons.

Pilot calls setup

D6.1 will provide a blueprint for organizing the pilots from the calls, panel and expert group (pilot board), management, submission procedure, help for the applicants, timelines, execution and evaluation. The content will be ready by the time the first call will be issued, but it will contain also all possible changes between the first and second calls. D6.1 will thus be essential for smooth and successful pilots demonstrating the use and usability of the ELG.

Requirements and architectural specification of the base infrastructure

D1.1 (to be assigned to the subcontractor) will present the outcome of T1.1. It will report on the software and hardware requirements of the base infrastructure and present the architectural specification of the infrastructure and its interaction with the ELG system (including a diagram, with all ELG components). D1.1 will present and justify the selected solutions for (a) creating, managing, configuring a cloud platform (e.g., OpenStack plus anything else required); (b) deploying, scaling, executing containerized applications (e.g., Kubernetes); (c) any other software complementing the selected architecture (e.g., private Docker registries, load balancers etc.); (d) software for monitoring the ELG components, i.e., ELG platform, metadata database, metadata index, LT services execution nodes (e.g., Kubernetes nodes). The justification must include benefits and drawbacks, results from experiments, comparison and contrast with alternatives, etc.

ELG Conference 2019 and LTB Meeting 2019

D7.5 reports on the ELG Conference 2019 and the co-located LTB Meeting 2019 (participants, stakeholders, results etc.).

Requirements and design guidelines

This report will consist of two parts: short description of the GUI features, user stories and design sketches with further development and design guidelines. D3.1 will also contain a description of the overall architecture for the GUI, including the suggested web technology stack. D3.1 is the outcome of T3.1 and T3.2.

Specification of the ELG platform architecture

The aim of D2.2, drafted in Task 2.1, is to provide a detailed description of the ELG architecture and the design of the core layer, i.e., the backend systems that constitute the system and the interactions among them, as well as their interactions with the base infrastructure (WP1), the user interface and support and maintenance components (WP3). The report will document the technical solutions envisaged (e.g., selection of the database, programming tools etc.). Open source solutions will be preferred. The design will be made in close collaboration with WP1, WP3, WP4 and WP5 to ensure that all ingredients of the platform will be consistently built.

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Publications

Requirements and design guidelines

Author(s): Julija Melnika, Andis Lagzdiņš, Uldis Siliņš, Raivis Skadins, Andrejs Vasiļjevs
Published in: 2019
Publisher: ELG Consortium

ELG Conference 2021 and ELG Conference 2022

Author(s): Annika Grützner-Zahn, Katrin Marheinecke, Rémi Calizzano, Georg Rehm
Published in: 2022
Publisher: ELG Consortium

ELG Conference 2019 and LTC Meeting 2019

Author(s): Katrin Marheinecke, Stefanie Hegele, Georg Rehm
Published in: 2019
Publisher: ELG Consortium

Platform GUI (initial release)

Author(s): Andis Lagzdiņš, Uldis Siliņš, Jūlija Meļņika, Penny Labropoulou, Athanasia Kolovou, Dimitris Galanis
Published in: 2020
Publisher: ELG Consortium

ELG Conference 2020 and LTC Meeting 2020

Author(s): Katrin Marheinecke, Rémi Calizzano, Georg Rehm
Published in: 2020
Publisher: ELG Consortium

Base Infrastructure (second release)

Author(s): Florian Kintzel, Georg Rehm
Published in: 2019
Publisher: ELG Consortium

Proceedings of the 1st International Workshop on Language Technology Platforms

Author(s): Rehm, Georg; Bontcheva, Kalina; Choukri, Khalid; Hajič, Jan; Piperidis, Stelios; Vasiļjevs, Andrejs
Published in: 2020
Publisher: European Language Resources Association
DOI: 10.5281/zenodo.4058110

ELG platform (second release)

Author(s): Penny Labropoulou, Dimitris Galanis, Miltos Deligiannis, Katerina Gkirtzou, Leon Voukoutis, Athanasia Kolovou, Dimitris Gkoumas, Stelios Piperidis, Florian Kintzel, Remi Calizzano, Georg Rehm, Ian Roberts, Kalina Bontcheva, Andis Lagzdiņš, Jūlija Meļņika
Published in: 2021
Publisher: ELG Consortium

National Competence Centres and Language Technology Council

Author(s): Georg Rehm, Katrin Marheinecke
Published in: 2019
Publisher: ELG Consortium

Understanding Transformers for Bot Detection in Twitter

Author(s): Garcia-Silva, Andres; Berrio, Cristian; Gomez-Perez, Jose Manuel
Published in: 2021
Publisher: ArXiv
DOI: 10.48550/arxiv.2104.06182

User requirements and functional specifications

Author(s): Julija Melnika, Dr. Andrejs Vasiljevs, Dr. Raivis Skadins, Andis Lagzdins
Published in: 2019
Publisher: ELG Consortium

Data sets, identified gaps, produced resources and models (version 2)

Author(s): Victoria Arranz, Khalid Choukri, Valérie Mapelli, Mickaël Rigault, Jan Hajic, Ondrej Kosarko, Cristian Berrio, Andrés Garcia-Silva, Rémi Calizzano, Nils Feldhus, Miltos Deligiannis, Penny Labropoulou, Stelios Piperidis, Ulrich Germann
Published in: 2021
Publisher: ELG Consortium

Platform GUI (final release)

Author(s): Andis Lagzdiņš, Uldis Siliņš, Andrejs Vasiļjevs, Aivars Bērziņš, Indra Sāmīte, Athanasia Kolovou, Dimitris Gkoumas, Penny Labropoulou, Stelios Piperidis
Published in: 2022
Publisher: ELG Consortium

Data sets, models, identified gaps, produced resources and their exploitation within ELG (version 3)

Author(s): Victoria Arranz, Khalid Choukri, Valérie Mapelli, Mickaël Rigault, Penny Labropoulou, Miltos Deligiannis, Leon Voukoutis, Stelios Piperidis, Ulrich Germann
Published in: 2022
Publisher: ELG Consortium

Pilot Calls Setup

Author(s): Jana Hamrlová, Lukáš Kačena, Jan Hajič
Published in: 2020
Publisher: ELG Consortium

ELG platform (final release)

Author(s): Penny Labropoulou, Dimitris Galanis, Miltos Deligiannis, Katerina Gkirtzou, Leon Voukoutis, Athanasia Kolovou, Dimitris Gkoumas, Juli Bakagianni, Stelios Piperidis, Florian Kintzel, Remi Calizzano, Georg Rehm, Ian Roberts, Kalina Bontcheva, Andis Lagzdiņš, Aivars Bērziņš
Published in: 2022
Publisher: ELG Consortium

Call 1 results and description of selected pilot projects

Author(s): Jana Hamrlová, Lukáš Kačena, Jan Hajič
Published in: 2020
Publisher: ELG Consortium

Grid Content: Services, Tools and Components (First Release)

Author(s): Ian Roberts, Andres Garcia Silva, Miroslav Janosik, Andis Lagzdiņš, Nils Feldhus, Georg Rehm, Dimitris Galanis, Dusan Varis, Ulrich Germann
Published in: 2020
Publisher: ELG Consortium

Identification and collection of existing data sets, models, identified gaps and plans (version 1)

Author(s): Victoria Arranz, Khalid Choukri, Valérie Mapelli, Cristian Martinez, Penny Labropoulou, Miltos Deligiannis, Stelios Piperidis
Published in: 2020
Publisher: ELG Consortium

Call 2 results and description of selected pilot projects

Author(s): Jana Hamrlová, Lukáš Kačena, Jan Hajič
Published in: 2021
Publisher: ELG Consortium

Data Management Plan (version 3)

Author(s): Mickaël Rigault, Victoria Arranz, Khalid Choukri, Valérie Mapelli, Pawel Kamocki, Lucille Blanchard
Published in: 2022
Publisher: ELG Consortium

ELG platform (first release)

Author(s): Penny Labropoulou, Dimitris Galanis, Miltos Deligiannis, Katerina Gkirtzou, Athanasia Kolovou, Dimitris Gkoumas, Stelios Piperidis, Florian Kintzel, Nils Feldhus, Georg Rehm, Ian Roberts, Kalina Bontcheva, Andis Lagzdiņš, Jūlija Meļņika
Published in: 2020
Publisher: ELG Consortium

Marketplace Report

Author(s): Katja Prinz, Gerhard Backfried, Alexander Oberkersch, Erinc Dikici
Published in: 2020
Publisher: ELG Consortium

Specification of the ELG platform architecture

Author(s): Stelios Piperidis, Dimitris Galanis, Miltos Deligiannis, Katerina Gkirtzou, Penny Labropoulou, Georg Rehm, Florian Kintzel, Maria Moritz, Ian Roberts, Kalina Bontcheva
Published in: 2019
Publisher: ELG Consortium

Data Management Plan (version 2)

Author(s): Mickaël Rigault, Victoria Arranz, Khalid Choukri, Valérie Mapelli, Pawel Kamocki, Lucille Blanchard
Published in: 2020
Publisher: ELG Consortium

Base Infrastructure (third release)

Author(s): Florian Kintzel, Georg Rehm
Published in: 2020
Publisher: ELG Consortium

Base Infrastructure (first release)

Author(s): Maria Moritz, Florian Kintzel, Ela Elsholz, Georg Rehm, Ian Roberts
Published in: 2019
Publisher: ELG Consortium

Sustainability Plan (Final Version)

Author(s): Georg Rehm, Katrin Marheinecke
Published in: 2022
Publisher: ELG Consortium

Platform GUI (interim release)

Author(s): Andis Lagzdinš, Uldis Silinš, Ēriks Ajausks, Penny Labropoulou, Dimitris Gkoumas
Published in: 2021
Publisher: ELG Consortium

Base Infrastructure (Final Release)

Author(s): Florian Kintzel, Georg Rehm
Published in: 2021
Publisher: ELG Consortium

Data Management Plan (version 1)

Author(s): Pawel Kamocki, Khalid Choukri, Valérie Mapelli, Lucille Blanchard, Mickaël Rigault
Published in: 2019
Publisher: ELG Consortium

Requirements and architectural specification of the base infrastructure

Author(s): Florian Kintzel, Maria Moritz, Georg Rehm
Published in: 2019
Publisher: ELG Consortium

Grid Content: Services, Tools & Components (Final Release)

Author(s): Ian Roberts, Andres Garcia Silva, Miroslav Janosik, Nils Feldhus, Dimitris Galanis, Andis Lagzdiņš, Rémi Calizzano
Published in: 2022
Publisher: ELG Consortium

Grid Content: Services, Tools and Components (Interim Release)

Author(s): Ian Roberts, Andres Garcia Silva, Miroslav Janosik, Andis Lagzdiņš, Nils Feldhus, Georg Rehm, Dimitris Galanis, Dusan Varis, Ulrich Germann
Published in: 2021
Publisher: ELG Consortium

Sustainability Plan (Progress Report)

Author(s): Georg Rehm, Katrin Marheinecke, Stefanie Hegele
Published in: 2020
Publisher: ELG Consortium

Metadata schema

Author(s): Penny Labropoulou, Katerina Gkirtzou, Miltos Deligiannis, Dimitris Galanis, Maria Gavriilidou, Stelios Piperidis, Georg Rehm, Maria Moritz, Andrés Garcia Silva
Published in: 2019
Publisher: ELG Consortium

Evaluation of pilot project execution and results

Author(s): Lukáš Kačena, Jana Hamrlová, Jan Hajič
Published in: 2022
Publisher: ELG Consortium

ISAAQ -- Mastering Textbook Questions with Pre-trained Transformers and Bottom-Up and Top-Down Attention

Author(s): Jose Manuel Gomez-Perez; Raul Ortega
Published in: Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP), 2020, Page(s) 5469-5479
Publisher: Association for Computational Linguistics
DOI: 10.48550/arxiv.2010.00562

The University of Edinburgh's submission to the German-to-English and English-to-German Tracks in the WMT 2020 News Translation and Zero-shot Translation Robustness Tasks

Author(s): Ulrich Germann
Published in: Proceedings of the Fifth Conference on Machine Translation, 2020
Publisher: Association for Computational Linguistics

European Language Grid: A Joint Platform for the European Language Technology Community

Author(s): Georg Rehm; Stelios Piperidis; Kalina Bontcheva; Jan Hajič; Victoria Arranz; Andrejs Vasiļjevs; Gerhard Backfried; Jose Manuel Gomez-Perez; Ulrich Germann; Rémi Calizzano; Nils Feldhus; Stefanie Hegele; Florian Kintzel; Katrin Marheinecke; Julián Moreno-Schneider; Dimitris Galanis; Penny Labropoulou; Miltos Deligiannis; Katerina Gkirtzou; Athanasia Kolovou; Dimitris Gkoumas; Leon Voukoutis; Ia
Published in: Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: System Demonstrations, 2021, Page(s) 221-230, ISBN 978-1-954085-05-3
Publisher: Association for Computational Linguistics
DOI: 10.18653/v1/2021.eacl-demos.26

Data search and discovery in language data spaces: challenges and solutions

Author(s): Stelios Piperidis, Penny Labropoulou, Georg Rehm
Published in: Data Spaces & Semantic Interoperability: Requirements, standards, certification, tools, licenses and more…, 2022
Publisher: International Data Space Association

The University of Edinburgh's Submission to the IWSLT21 Simultaneous Translation Task

Author(s): Sukanta Sen, Ulrich Germann, and Barry Haddow
Published in: Proceedings of the 18th International Conference on Spoken Language Translation, 2021, Page(s) 46–51
Publisher: Association for Computational Linguistics
DOI: 10.18653/v1/2021.iwslt-1.4

Towards Practical Semantic Interoperability in NLP Platforms

Author(s): Julian Moreno-Schneider, Rémi Calizzano, Florian Kintzel, Georg Rehm, Dimitris Galanis and Ian Roberts
Published in: Proceedings of the 18th Joint ACL - ISO Workshop on Interoperable Semantic Annotation (ISA18), LREC2022, 2022
Publisher: European Language Resources Association

Collaborative Metadata Aggregation and Curation in Support of Digital Language Equality Monitoring

Author(s): Maria Giagkou, Stelios Piperidis, Penny Labropoulou, Miltos Deligiannis, Athanasia Kolovou and Leon Voukoutis
Published in: Proceedings of the Workshop Towards Digital Language Equality (TDLE), LREC2022, 2022, Page(s) 27‑35
Publisher: European Language Resources Association

Assessing the Lexico-Semantic Relational Knowledge Captured by Word and Concept Embeddings

Author(s): Ronald Denaux; Jose Manuel Gomez-Perez
Published in: K-CAP '19: Proceedings of the 10th International Conference on Knowledge Capture, 2019, Page(s) 29-36, ISBN 978-1-4503-7008-0
Publisher: Association for Computing Machinery
DOI: 10.48550/arxiv.1909.11042

Towards an Interoperable Ecosystem of AI and LT Platforms: A Roadmap for the Implementation of Different Levels of Interoperability

Author(s): Georg Rehm; Dimitris Galanis; Penny Labropoulou; Stelios Piperidis; Martin Welß; Ricardo Usbeck; Joachim Köhler; Miltos Deligiannis; Katerina Gkirtzou; Johannes Fischer; Christian Chiarcos; Nils Feldhus; Julian Moreno-Schneider; Florian Kintzel; Elena Montiel-Ponsoda; Víctor Rodriguez-Doncel; John Philip McCrae; David Laqua; Irina Patricia Theile; Christian Dittmar; Kalina Bontcheva; Ian Robert
Published in: Proceedings of the 1st International Workshop on Language Technology Platforms, 2020, ISBN 979-10-95546-64-1
Publisher: LREC
DOI: 10.5281/zenodo.3842629

The University of Edinburgh’s Submissions to the WMT19 News Translation Task

Author(s): Rachel Bawden, Nikolay Bogoychev, Ulrich Germann, Roman Grundkiewicz, Faheem Kirefu, Antonio Valerio Miceli Barone, Alexandra Birch
Published in: Proceedings of the Fourth Conference on Machine Translation (Volume 2: Shared Task Papers, Day 1), 2019, Page(s) 103-115
Publisher: Association for Computational Linguistics
DOI: 10.18653/v1/w19-5304

Lattice-Based Unsupervised Test-Time Adaptation of Neural Network Acoustic Models

Author(s): Klejch, Ondrej; Fainberg, Joachim; Bell, Peter; Renals, Steve
Published in: Proceedings Interspeech 2019, 2019, Page(s) 1596-1600
Publisher: International Speech Communication Association

Proceedings of the 1st International Workshop on Language Technology Platforms

Author(s): Georg Rehm, Kalina Bontcheva, Khalid Choukri, Jan Hajič, Stelios Piperidis, Andrejs Vasiļjevs (Editors)
Published in: Proceedings of the 1st International Workshop on Language Technology Platforms, 2020
Publisher: European Language Resources Association

European Language Grid: An Overview

Author(s): Rehm, G., Berger, M., Elsholz, E., Hegele, S., Kintzel, F., Marheinecke, K., Piperidis, S., Deligiannis, M., Galanis, D., Gkirtzou, K., Labropoulou, P., Bontcheva, K., Jones, D., Roberts, I., Hajic, J., Hamrlová, J., Kačena, L., Choukri, K., Arranz, V., Vasiļjevs, A., Anvari, O., Lagzdiņš, A., Meļņika, J., Backfried, G., Dikici, E., Janosik, M., Prinz, K., Prinz, C., Stampler, S., Thomas-An
Published in: Proceedings of the 12th Language Resources and Evaluation Conference (LREC 2020), 2020, Page(s) 3366‑3380
Publisher: European Language Resources Association

The European Language Technology Landscape in 2020: Language-Centric and Human-Centric AI for Cross-Cultural Communication in Multilingual Europe

Author(s): Georg Rehm, Katrin Marheinecke, Stefanie Hegele, Stelios Piperidis, Kalina Bontcheva, Jan Hajic, Khalid Choukri, Andrejs Vasiļjevs, Gerhard Backfried, Christoph Prinz, Jose Manuel Gomez-Perez, Luc Meertens, Paul Lukowicz, Josef van Genabith, Andrea Lösch, Philipp Slusallek, Morten Irgens, Patrick Gatellier, Joachim Köhler, Laure Le Bars, Dimitra Anastasiou, Albina Auksoriūtė, Núria Bel, Ant
Published in: Proceedings of the 12th Language Resources and Evaluation Conference, 2020, Page(s) 3322‑3332
Publisher: European Language Resource Association (ELRA)
DOI: 10.5281/zenodo.4059156

Making Metadata Fit for Next Generation Language Technology Platforms: The Metadata Schema of the European Language Grid

Author(s): Labropoulou, P., Gkirtzou, K., Gavriilidou, M., Deligiannis, M., Galanis, D., Piperidis, S., Rehm, G., Berger, M., Mapelli, V., Rigault, M., Arranz, V., Choukri, K., Backfried, G., Perez, J. M. G., and Garcia-Silva, A.
Published in: Proceedings of the 12th Language Resources and Evaluation Conference (LREC 2020), 2020, Page(s) 3428‑3437
Publisher: European Language Resources Association (ELRA)

Speaker Adaptive Training Using Model Agnostic Meta-Learning

Author(s): Ondrej Klejch, Joachim Fainberg, Peter Bell, Steve Renals
Published in: 2019 IEEE Automatic Speech Recognition and Understanding Workshop (ASRU), 2019, Page(s) 881-888, ISBN 978-1-7281-0306-8
Publisher: IEEE
DOI: 10.1109/asru46091.2019.9003751

Look, Read and Enrich - Learning from Scientific Figures and their Captions

Author(s): Jose Manuel Gomez-Perez, Raul Ortega
Published in: Proceedings of the 10th International Conference on Knowledge Capture, 2019, Page(s) 101-108, ISBN 9781-450370080
Publisher: ACM
DOI: 10.1145/3360901.3364420

Learning Embeddings from Scientific Corpora using Lexical, Grammatical and Semantic Information

Author(s): Andrés García-Silva, Ronald Denaux, José Manuél Gómez-Pérez
Published in: K-CAP '19: Proceedings of the 10th International Conference on Knowledge Capture, 2019
Publisher: Association for Computing Machinery

An Empirical Study on Pre-trained Embeddings and Language Models for Bot Detection

Author(s): Andres Garcia-Silva, Cristian Berrio, José Manuel Gómez-Pérez
Published in: Proceedings of the 4th Workshop on Representation Learning for NLP (RepL4NLP-2019), 2019, Page(s) 148-155
Publisher: Association for Computational Linguistics
DOI: 10.18653/v1/w19-4317

Character Mapping and Ad-hoc Adaptation: Edinburgh’s IWSLT 2020 Open Domain Translation System

Author(s): Pinzhen Chen, Nikolay Bogoychev, Ulrich Germann
Published in: Proceedings of the 17th International Conference on Spoken Language Translation, 2020, Page(s) 122-129
Publisher: Association for Computational Linguistics
DOI: 10.18653/v1/2020.iwslt-1.14

Acoustic Model Adaptation from Raw Waveforms with Sincnet

Author(s): Fainberg, J., Klejch, O., Loweimi, E., Bell, P., & Renals, S. (2019)
Published in: 2019 IEEE Automatic Speech Recognition and Understanding Workshop (ASRU), 2019, Page(s) 897-904
Publisher: Institute of Electrical and Electronics Engineers (IEEE)

Quantitative Evaluation of Alternative Translations in a Corpus of Highly Dissimilar Finnish Paraphrases

Author(s): Chang, Li-Hsin; Pyysalo, Sampo; Kanerva, Jenna; Ginter, Filip
Published in: Proceedings of the First Workshop on Modelling Translation - Translatology in the Digital Age, 2021, Page(s) 100-107, ISBN 978-91-7929-613-1
Publisher: Association for Computational Linguistics
DOI: 10.48550/arxiv.2105.02477

A Workflow Manager for Complex NLP and Content Curation Pipelines

Author(s): Moreno-Schneider, Juli��n; Bourgonje, Peter; Kintzel, Florian; Rehm, Georg
Published in: Proceedings of the 1st International Workshop on Language Technology Platforms, 2020, Page(s) 73-80, ISBN 979-10-95546-64-1
Publisher: European Language Resources Association
DOI: 10.48550/arxiv.2004.14130

Speed-optimized, Compact Student Models that Distill Knowledge from a Larger Teacher Model: the UEDIN-CUNI Submission to the WMT 2020 News Translation Task

Author(s): Ulrich Germann, Roman Grundkiewicz, Martin Popel, Radina Dobreva, Nikolay Bogoychev, and Kenneth Heafield
Published in: Proceedings of the Fifth Conference on Machine Translation, 2020
Publisher: Association for Computational Linguistics

Classifying Scientific Publications with BERT -- Is Self-Attention a Feature Selection Method?

Author(s): Garcia-Silva, Andres; Gomez-Perez, Jose Manuel
Published in: Advances in Information Retrieval - 43rd European Conference on IR Research, ECIR 2021, Virtual Event, March 28 – April 1, 2021, Proceedings, Part I, 2021
Publisher: Springer International Publishing
DOI: 10.48550/arxiv.2101.08114

On the impact of knowledge-based linguistic annotations in the quality of scientific embeddings

Author(s): Andres Garcia-Silva; Ronald Denaux; Jose Manuel Gomez-Perez
Published in: Future Generation Computer Systems, 120, 2021, Page(s) 26-35, ISSN 0167-739X
Publisher: Elsevier BV
DOI: 10.1016/j.future.2021.02.019

Adaptation Algorithms for Neural Network-Based Speech Recognition: An Overview

Author(s): P. Bell, J. Fainberg, O. Klejch, J. Li, S. Renals, and P. Swietojanski
Published in: EEE Open Journal of Signal Processing, 2, 2021, Page(s) 33-66, ISSN 2644-1322
Publisher: IEEE
DOI: 10.1109/ojsp.2020.3045349

Observations on Annotations

Author(s): Rehm, Georg
Published in: Annotations in Scholarly Edition and Research. Functions, Differentiation, Systematization, 2020, Page(s) 299-324, ISBN 9783110689112
Publisher: De Gruyter
DOI: 10.1515/9783110689112