Cross-lingual Event-centric Open Analytics Research Academy

Rezultaty

Cross-lingual alignment, validation, contextualisation and OEKG (V2)

This report includes 1 A report on the crosslingual alignment validation and contextualisation methods developed in WP4 V22 A release of the corresponding software components V23 A report on The Open Event Knowledge Graph V2 released at MS4

Event-centric cross-lingual analytics, cross-cultural studies and CKPP (V2)

A report including information regarding 1 The methods for eventcentric crosslingual analytics developed in WP6 V22 The crosscultural studies conducted in WP6 V23 A release of the corresponding software components V24 A report on the Cleopatra Knowledge Processing Pipeline V2 released at MS5

Interactive access to multilingual information and hybrid computation (V2)

A report on the methods for interactive access to multilingual information and hybrid computation over crosslingual data developed in WP5 V2

Website published

Project homepage is online.

Publikacje

Check_square at CheckThat! 2020: Claim Detection in Social Media via Fusion of Transformer and Syntactic Features

Autorzy: Gullal S. Cheema, Sherzod Hakimov, Ralph Ewerth
Opublikowane w: Proceedings of 11th International Conference of the CLEF Association, CLEF 2020, 2020
Wydawca: CEUR

EveOut: Reproducible Event Dataset for Studying andAnalyzing the Complex Event-Outlet Relationship

Autorzy: Swati, Tomaž Erjavec, Dunja Mladenić
Opublikowane w: SiKDD 2020, Numer Vol C, 2020, Strona(/y) 17-20, ISBN 978-961-264-192-4
Wydawca: JSI

Croatian Film Review Dataset (Cro-FiReDa): A Sentiment Annotated Dataset of Film Reviews

Autorzy: G. Thakkar, N. Mikelić Preradović, M. Tadić
Opublikowane w: Slavic NLP 2023 The 9th Workshop on Slavic Natural Language Processing, 2023, Strona(/y) 25, ISBN 978-1-959429-57-9
Wydawca: Association for Computational Linguistics
DOI: 10.48550/arxiv.2305.08173

CroSentiNews 2.0: A Sentence-Level News Sentiment Corpus

Autorzy: G. Thakkar, N. Mikelić Preradović, M. Tadić
Opublikowane w: 10th Language & Technology Conference: Human Language Technologies as a Challenge for Computer Science and Linguistics, 2023, Strona(/y) 94
Wydawca: Wydawnictwo Naukowe UAM
DOI: 10.48550/arxiv.2305.08187

User Access Models to Event-Centric Information

Autorzy: Sara Abdollahi
Opublikowane w: Companion Proceedings of the Web Conference 2022, 2022, Strona(/y) 329–333
Wydawca: Association for Computing Machinery
DOI: 10.1145/3487553.3524193

Building and Evaluating Universal Named-Entity Recognition English corpus

Autorzy: Diego Alves, Gaurish Thakkar, Marko Tadić
Opublikowane w: CEUR Workshop Proceedings, CLEOPATRA Workshop 2021 co-located with TheWebConf, Numer vol 2829, 2021, Strona(/y) 2-16
Wydawca: CEUR

A Fair and Comprehensive Comparison of Multimodal Tweet Sentiment Analysis Methods

Autorzy: Gullal S. Cheema, Sherzod Hakimov, Eric Müller-Budack, Ralph Ewerth
Opublikowane w: Workshop on Multi-ModalPre-Training for Multimedia Understanding (MMPT 2021), 2021
Wydawca: ACM
DOI: 10.1145/3463945.3469058

MLM - A Benchmark Dataset for Multitask Learning with Multiple Languages and Modalities

Autorzy: Jason Armitage, Endri Kacupaj, Golsa Tahmasebzadeh, Swati, Maria Maleshkova, Ralph Ewerth, Jens Lehmann
Opublikowane w: Proceedings of the 29th ACM International Conference on Information & Knowledge Management, 2020, Strona(/y) 2967-2974, ISBN 9781450368599
Wydawca: ACM
DOI: 10.1145/3340531.3412783

Comprehensive Event Representations using Event Knowledge Graphs and Natural Language Processing

Autorzy: Tin Kuculo
Opublikowane w: 2022, ISBN 978-1-4503-9130-6
Wydawca: Association for Computing Machinery
DOI: 10.1145/3487553.3524199

Natural Language Processing Chains Inside a Cross-lingual Event-Centric Knowledge Pipeline for European Union Under-Resourced Languages

Autorzy: Diego Alves, Gaurish Thakkar, Marko Tadić
Opublikowane w: LREC2020 SLTU-CCURL Workshop, 2020, Strona(/y) 153-158, ISBN 979-10-95546-35-1
Wydawca: ELRA
DOI: 10.6084/m9.figshare.13142756.v1

QuoteKG: A Multilingual Knowledge Graph of Quotes

Autorzy: Tin Kuculo, Simon Gottschalk, Elena Demidova
Opublikowane w: Lecture Notes in Computer Science, 2022, ISBN 978-3-031-06980-2
Wydawca: Springer
DOI: 10.1007/978-3-031-06981-9_21

Multi-task Learning for Cross-Lingual Sentiment Analysis

Autorzy: Gaurish Thakkar, Nives Mikelić Preradović, Marko Tadić
Opublikowane w: CEUR Workshop Proceedings, CLEOPATRA Workshop 2021 co-located with TheWebConf, Numer vol 2829, 2021, Strona(/y) 76-84
Wydawca: CEUR

Typological Approach to Improve Dependency Parsing for Croatian Language

Autorzy: Diego Alves, Božo Bekavac, Marko Tadić
Opublikowane w: Proceedings of the 20th International Workshop on Treebanks and Linguistic Theories (TLT, SyntaxFest 2021), 2021, Strona(/y) 1-11
Wydawca: Association for Computational Linguistics

Negation Detection Using NooJ

Autorzy: Gaurish Thakkar; Nives Mikelić Preradović;; Marko Tadić
Opublikowane w: 44th International Convention on Information, Communication and Electronic Technology (MIPRO), Numer 1, 2021, Strona(/y) 263
Wydawca: IEEE
DOI: 10.23919/MIPRO52101.2021.9597013

A Dataset for Information Spreading over the News

Autorzy: Abdul Sittar, Dunja Mladenić, Tomaž Erjavec
Opublikowane w: SiKDD 2020, Numer vol c, 2020, Strona(/y) 5-8, ISBN 978-961-264-192-4
Wydawca: JSI

Quotations, Coreference Resolution, and Sentiment Annotations in Croatian News Articles: An Exploratory Study

Autorzy: Jelena Sarajlić, Gaurish Thakkar, Diego Alves, Nives Mikelic Preradovic
Opublikowane w: Proceedings of the Conference on Digital Curation Technologies (Qurator 2021), Numer Vol 2836, 2021
Wydawca: CEUR

OEKG: The Open Event Knowledge Graph

Autorzy: Simon Gottschalk, Endri Kacupaj, Sara Abdollahi, Diego Alves, Gabriel Amaral, Elisavet Koutsiana, Tin Kuculo, Daniela Major, Caio Mello, Gullal S. Cheema, Abdul Sittar, Swati, Golsa Tahmasebzadeh and Gaurish Thakkar
Opublikowane w: CEUR Workshop Proceedings, CLEOPATRA Workshop 2021 co-located with TheWebConf, Numer vol 2829, 2021, Strona(/y) 61-75
Wydawca: CEUR

Classification of Cross-cultural News Events

Autorzy: Abdul Sittar, Dunja Mladenić
Opublikowane w: SiKDD 2021, 2021
Wydawca: JSI

TIB's Visual Analytics Group at MediaEval '20: Detecting Fake News on Corona Virus and 5G Conspiracy

Autorzy: Cheema, Gullal S.; Hakimov, Sherzod; Ewerth, Ralph
Opublikowane w: Proceedings of MediaEval 2020 Workshop, Numer 11, 2020
Wydawca: CEUR
DOI: 10.48550/arxiv.2101.03529

Training Multimodal Systems for Classification with Multiple Objectives

Autorzy: Jason Armitage, Shramana Thakur, Rishi Tripathi, Maria Maleshkova and Jens Lehmann
Opublikowane w: CEUR Workshop Proceedings, CLEOPATRA Workshop 2020 co-located with ESWC, Numer vol 2611, 2020, Strona(/y) 57-71
Wydawca: CEUR

Context Transformer with Stacked Pointer Networks for Conversational Question Answering over Knowledge Graphs

Autorzy: Joan Plepi, Endri Kacupaj, Kuldeep Singh, Harsh Thakka, Jens Lehmann
Opublikowane w: ESWC, 2021, Strona(/y) 356--371
Wydawca: Springer
DOI: 10.1007/978-3-030-77385-4_21

TIB-VA at SemEval-2022 Task 5: A Multimodal Architecture for the Detection and Classification of Misogynous Memes

Autorzy: Sherzod Hakimov, Gullal S. Cheema, Ralph Ewerth
Opublikowane w: SemEval Task 5 co-located with NAACL 2022, 2022
Wydawca: Association for Computational Linguistics

UNER: Universal Named-Entity Recognition Framework

Autorzy: Diego Fernando Válio Antunes Alves, Tin Kuculo, Gabriel Amaral, Gaurish Thakkar and Marko Tadic
Opublikowane w: CEUR Workshop Proceedings, CLEOPATRA Workshop 2020 co-located with ESWC, Numer vol 2611, 2020, Strona(/y) 72-79
Wydawca: CEUR

MM-Claims: A Dataset for Multimodal Claim Detection in Social Media

Autorzy: Gullal S. Cheema, Sherzod Hakimov, Abdul Sittar, Eric Müller-Budack, Christian Otto, Ralph Ewerth
Opublikowane w: NAACL Findings, 2022
Wydawca: Association for Computational Linguistics

Multilingual Comparative Analysis of Deep-Learning Dependency Parsing Results Using Parallel Corpora

Autorzy: D. Alves, B. Bekavac, M. Tadić
Opublikowane w: Workshop on Building and Using Comparable Corpora (BUCC 2022) @LREC2022, 2022, Strona(/y) 33-42
Wydawca: Association for Computational Linguistics

Improving Generalization for Multimodal Fake News Detection

Autorzy: Sahar Tahmasebi, Sherzod Hakimov, Ralph Ewerth, Eric Müller-Budack
Opublikowane w: ICMR 2023 - International Conference on Multimedia Retrieval, 2023, ISBN 979-8-4007-0178-8
Wydawca: ACM
DOI: 10.1145/3591106.3592230

Analysis of Corpus-based Word-Order Typological Methods

Autorzy: Diego Alves; Božo Bekavac; Daniel Zeman; Marko Tadić
Opublikowane w: Sixth Workshop on Universal Dependencies, Numer 20, 2023, Strona(/y) 36-46
Wydawca: Association for Computational Linguistics
DOI: 10.5281/zenodo.7947920

EventKG+Click: A Dataset of Language-specific Event-centric User Interaction Traces

Autorzy: Sara Abdollahi, Simon Gottschalk and Elena Demidova
Opublikowane w: CEUR Workshop Proceedings, CLEOPATRA Workshop 2020 co-located with ESWC, Numer vol 2611, 2020, Strona(/y) 32-42
Wydawca: CEUR

Understanding the Impact of Geographical Bias on NewsSentiment: A Case Study on London and Rio Olympics

Autorzy: Swati, Dunja Mladenić
Opublikowane w: SiKDD 2021, 2021
Wydawca: JSI

On the Role of Images for Analyzing Claims in Social Media

Autorzy: Cheema, Gullal S.; Hakimov, Sherzod; Müller-Budack, Eric; Ewerth, Ralph
Opublikowane w: CEUR Workshop Proceedings, CLEOPATRA Workshop 2021 co-located with TheWebConf, Numer vol 2829, 2021, Strona(/y) 32-46
Wydawca: CEUR

A Feature Analysis for Multimodal News Retrieval

Autorzy: Golsa Tahmasebzadeh, Sherzod Hakimov, Eric Müller-Budack and Ralph Ewerth
Opublikowane w: CEUR Workshop Proceedings, CLEOPATRA Workshop 2020 co-located with ESWC, Numer vol 2611, 2020, Strona(/y) 43-56
Wydawca: CEUR

Evaluating Language Tools for Fifteen EU-official Under-resourced Languages

Autorzy: Diego Alves, Gaurish Thakkar, Marko Tadić
Opublikowane w: LREC2020, 2020, Strona(/y) 1859-1866
Wydawca: ELRA
DOI: 10.6084/m9.figshare.13142747.v1

GeoWINE: Geolocation based Wiki, Image, News and Event Retrieval

Autorzy: Golsa Tahmasebzadeh; Endri Kacupaj; Eric Müller-Budack; Sherzod Hakimov; Jens Lehmann; Ralph Ewerth
Opublikowane w: SIGIR, Numer 7, 2021
Wydawca: ACM
DOI: 10.1145/3404835.3462786

Corpus-based Syntactic Typological Methods for Dependency Parsing Improvement

Autorzy: D. Alves, B. Bekavac, D. Zeman, M. Tadić
Opublikowane w: 5th Workshop on Research in Computational Linguistic Typology and Multilingual NLP (SIGTYP 2023), 2023, Strona(/y) 76-88
Wydawca: Association for Computational Linguistics

"""Using the profile of publishers to predict barriers across news articles"""

Autorzy: Abdul Sittar, Dunja Mladenić
Opublikowane w: CEUR Workshop Proceedings, CLEOPATRA Workshop 2021 co-located with TheWebConf, Numer vol 2829, 2021
Wydawca: CEUR

Are You Following the Right News-Outlet? A MachineLearning based approach to outlet prediction

Autorzy: Swati, Dunja Mladenić
Opublikowane w: SiKDD 2020, Numer vol c, 2020, Strona(/y) 33-36, ISBN 978-961-264-192-4
Wydawca: JSI

MM-Locate-News: Multimodal Focus Location Estimation in News

Autorzy: Golsa Tahmasebzadeh, Eric Müller-Budack, Sherzod Hakimov, Ralph Ewerth
Opublikowane w: MMM 2023 - International Conference on MultiMedia Modeling, Numer 2023, 2023, Strona(/y) 204-216
Wydawca: Springer
DOI: 10.1007/978-3-031-27077-2_16

Multimodal Geolocation Estimation of News Photos

Autorzy: Golsa Tahmasebzadeh, Sherzod Hakimov, Ralph Ewerth, Eric Müller-Budack
Opublikowane w: ECIR 2023 - European Conference on Information Retrieval, 2023, Strona(/y) 204–220, ISBN 978-3-031-27077-2
Wydawca: Springer
DOI: 10.1007/978-3-031-28238-6_14

The Optimization of Portuguese Named-Entity Recognition and Classification by Combining Local Grammars and Conditional Random Fields Trained with a Parsed Corpus

Autorzy: Diego Alves; Božo Bekavac; Marko Tadić
Opublikowane w: NooJ2020 conference, Numer vol 1389, 2021, Strona(/y) 196-205
Wydawca: Springer
DOI: 10.1007/978-3-030-70629-6_17

Building Multilingual Corpora for a Complex Named Entity Recognition and Classification Hierarchy using Wikipedia and DBpedia

Autorzy: Diego Alves, Gaurish Thakkar, Gabriel Amaral, Tin Kuculo, Marko Tadić
Opublikowane w: Proceedings of the Conference on Digital Curation Technologies (Qurator 2021), Numer Vol 2836, 2021
Wydawca: CEUR

ParaQA: A Question Answering Dataset with Paraphrase Responses for Single-Turn Conversation

Autorzy: Endri Kacupaj, Barshana Banerjee, Kuldeep Singh, Jens Lehmann
Opublikowane w: ESWC, 2021, Strona(/y) 598-613
Wydawca: Springer
DOI: 10.1007/978-3-030-77385-4_36

Data Augmentation for Pipeline-Based Speech Translation

Autorzy: Diego Alves, Askars Salimbajevs, Mārcis Pinnis
Opublikowane w: Human Language Technologies – The Baltic Perspective - Proceedings of the Ninth International Conference Baltic HLT 2020, 2020, Strona(/y) 73-79, ISBN 9781643681160
Wydawca: IOS Press
DOI: 10.3233/faia200605

VQuAnDa: Verbalization QUestion ANswering DAtaset

Autorzy: Endri Kacupaj, Hamid Zafar, Jens Lehmann, Maria Maleshkova
Opublikowane w: The Semantic Web - 17th International Conference, ESWC 2020, Heraklion, Crete, Greece, May 31–June 4, 2020, Proceedings, Numer 12123, 2020, Strona(/y) 531-547, ISBN 978-3-030-49460-5
Wydawca: Springer International Publishing
DOI: 10.1007/978-3-030-49461-2_31

Pretraining and Fine-Tuning Strategies for Sentiment Analysis of Latvian Tweets

Autorzy: Gaurish Thakkar, Mārcis Pinnis
Opublikowane w: Human Language Technologies – The Baltic Perspective - Proceedings of the Ninth International Conference Baltic HLT 2020, 2020, Strona(/y) 55 - 61, ISBN 9781643681160
Wydawca: IOS Press
DOI: 10.3233/faia200602

EveOut: an Event-centric News Dataset to Analyze an Outlet’s Event Selection

Autorzy: - Swati, Dunja Mladenić and Tomaž Erjavec
Opublikowane w: Informatica - Slovenia, Numer Vol. 45, No. 7, 2021, Strona(/y) 25-30, ISSN 0350-5596
Wydawca: Slovensko Drustvo Informatika
DOI: 10.31449/inf.v45i7.3410

Combining sentiment analysis classifiers to explore multilingual news articles covering London 2012 and Rio 2016 Olympics

Autorzy: Caio Mello, Gullal S. Cheema, Gaurish Thakkar
Opublikowane w: International Journal of Digital Humanities, 2022, ISSN 2524-7840
Wydawca: Springer
DOI: 10.1007/s42803-022-00052-9

LaSER: Language-specific event recommendation

Autorzy: Sara Abdollahi, Simon Gottschalk, Elena Demidova
Opublikowane w: Journal of Web Semantics, Numer 15708268, 2022, ISSN 1570-8268
Wydawca: Elsevier BV
DOI: 10.1016/j.websem.2022.100759

Assessing the Quality of Sources in Wikidata Across Languages: A Hybrid Approach

Autorzy: Gabriel Amaral, Alessandro Piscopo, Lucie-Aimée Kaffee, Odinaldo Rodrigues, Elena Simperl
Opublikowane w: Journal of Data and Information Quality, Numer 19361955, 2021, Strona(/y) 1–35, ISSN 1936-1955
Wydawca: Association for Computing Machinary, Inc.
DOI: 10.1145/3484828

Political and Economic Patterns in COVID-19 News: From Lockdown to Vaccination

Autorzy: Abdul Sittar, Dunja Mladenić, Marko Grobelnik
Opublikowane w: IEEE Access, Numer 21693536, 2022, Strona(/y) 40036-40050, ISSN 2169-3536
Wydawca: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/access.2022.3164692

Analysis of information cascading and propagation barriers across distinctive news events

Autorzy: Abdul Sittar; Dunja Mladenic; Marko Grobelnik
Opublikowane w: Journal of Intelligent Information Systems, Numer 58, 2021, Strona(/y) 119–152, ISSN 1573-7675
Wydawca: Springer
DOI: 10.48550/arxiv.2212.07742

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