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Can Character-based Language Models Improve Downstream Task Performance in Low-Resource and Noisy Language Scenarios?
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In: Seventh Workshop on Noisy User-generated Text (W-NUT 2021, colocated with EMNLP 2021) ; https://hal.inria.fr/hal-03527328 ; Seventh Workshop on Noisy User-generated Text (W-NUT 2021, colocated with EMNLP 2021), Jan 2022, punta cana, Dominican Republic ; https://aclanthology.org/2021.wnut-1.47/ (2022)
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Cross-lingual few-shot hate speech and offensive language detection using meta learning
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In: ISSN: 2169-3536 ; EISSN: 2169-3536 ; IEEE Access ; https://hal.archives-ouvertes.fr/hal-03559484 ; IEEE Access, IEEE, 2022, 10, pp.14880-14896. ⟨10.1109/ACCESS.2022.3147588⟩ (2022)
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A comparative study of different features for efficient automatic hate speech detection
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In: IPrA 2021 - 17th International Pragmatics Conference ; https://hal.archives-ouvertes.fr/hal-03115781 ; IPrA 2021 - 17th International Pragmatics Conference, Jun 2021, Winterthur, Switzerland (2021)
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Multiword Expression Features for Automatic Hate Speech Detection
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In: NLDB 2021 - 26th International Conference on Natural Language & Information Systems ; https://hal.archives-ouvertes.fr/hal-03231047 ; NLDB 2021 - 26th International Conference on Natural Language & Information Systems, Jun 2021, Saarbrücken/Virtual, Germany ; http://nldb2021.sb.dfki.de/ (2021)
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| 5 |
Management support system and group planning in continuing education ; Système d’aide à la gestion et planification de groupe en formation continue
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In: https://hal.archives-ouvertes.fr/tel-03557025 ; Environnements Informatiques pour l'Apprentissage Humain. Université de Lille, CRIStAL UMR 9189, 2021. Français (2021)
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Dynamics of cascades on burstiness-controlled temporal networks
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In: ISSN: 2041-1723 ; EISSN: 2041-1723 ; Nature Communications ; https://hal.inria.fr/hal-03117999 ; Nature Communications, Nature Publishing Group, 2021, 12 (1), pp.1-9. ⟨10.1038/s41467-020-20398-4⟩ (2021)
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Hate speech and offensive language detection using transfer learning approaches ; Détection du discours de haine et du langage offensant utilisant des approches de Transfer Learning
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In: https://tel.archives-ouvertes.fr/tel-03276023 ; Document and Text Processing. Institut Polytechnique de Paris, 2021. English. ⟨NNT : 2021IPPAS007⟩ (2021)
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Dataset of coronavirus content from Instagram with an exploratory analysis
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In: ISSN: 2169-3536 ; EISSN: 2169-3536 ; IEEE Access ; https://hal.archives-ouvertes.fr/hal-03559489 ; IEEE Access, IEEE, 2021, 9, pp.157192-157202. ⟨10.1109/ACCESS.2021.3126552⟩ (2021)
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Application-Oriented Approach for Detecting Cyberaggression in Social Media
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In: International Conference on Applied Human Factors and Ergonomics ; https://hal.archives-ouvertes.fr/hal-02903422 ; International Conference on Applied Human Factors and Ergonomics, Jul 2020, San Diego, United States. pp.129-136, ⟨10.1007/978-3-030-51328-3_19⟩ ; https://link.springer.com/chapter/10.1007%2F978-3-030-51328-3_19 (2020)
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Abstract:
International audience ; The paper discuses and demonstrates the use of named-entity recognition for automatic hate speech detection. Our approach also addresses the design of models to map storylines and social anchors. They provide valuable background information for the analysis and correct classification of the brief statements used in social media. Furthermore, named-entity recognition can help to tackle the specifics of the language style often used in hate tweets, a style that differs from regular language in deliberate and unintentional misspellings, strange abbreviations and interpunctuations, and the use of symbols. We implemented a prototype for our approach that automatically analyzes tweets along storylines. It operates on a series of bags of words containing names of persons, locations, characteristic words for insults, threats, and phenomena reflected in social anchors. We demonstrate our approach using a collection of German tweets that address the vitally discussed topic "refugees" in Germany.
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Keyword:
[INFO.INFO-AI]Computer Science [cs]/Artificial Intelligence [cs.AI]; [INFO.INFO-IR]Computer Science [cs]/Information Retrieval [cs.IR]; [INFO.INFO-LG]Computer Science [cs]/Machine Learning [cs.LG]; [INFO.INFO-SI]Computer Science [cs]/Social and Information Networks [cs.SI]; Hate speech detection; Named-Entity recognition; Social anchor; Storyline
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URL: https://hal.archives-ouvertes.fr/hal-02903422/file/Englmeier_Kurt_1623.pdf
https://hal.archives-ouvertes.fr/hal-02903422
https://hal.archives-ouvertes.fr/hal-02903422/document
https://doi.org/10.1007/978-3-030-51328-3_19
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| 10 |
Capitalizing on a TREC Track to Build a Tweet Summarization Dataset
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In: CIRCLE 2020 ; Proceedings of the Joint Conference of the Information Retrieval Communities in Europe (CIRCLE 2020) ; Joint Conference of the Information Retrieval Communities in Europe (CIRCLE 2020) ; https://hal.archives-ouvertes.fr/hal-03095613 ; Joint Conference of the Information Retrieval Communities in Europe (CIRCLE 2020), Université de Toulouse, France, Jul 2020, Samatan, Gers, France. pp.1-9 ; http://ceur-ws.org/Vol-2621/CIRCLE20_20.pdf (2020)
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| 11 |
Représentations lexicales pour la détection non supervisée d'événements dans un flux de tweets : étude sur des corpus français et anglais
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In: Extraction et Gestion des connaissances, EGC 2020 ; https://hal-centralesupelec.archives-ouvertes.fr/hal-02432990 ; Extraction et Gestion des connaissances, EGC 2020, Jan 2020, Bruxelles, Belgique (2020)
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| 12 |
Temporal social network reconstruction using wireless proximity sensors: model selection and consequences
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In: ISSN: 2193-1127 ; EISSN: 2193-1127 ; EPJ Data Science ; https://hal.inria.fr/hal-03117988 ; EPJ Data Science, EDP Sciences, 2020, 9 (1), ⟨10.1140/epjds/s13688-020-00237-8⟩ (2020)
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| 13 |
Using Twitter Streams for Opinion Mining: a case study on Airport Noise
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In: ISSN: 1865-0929 ; Communications in Computer and Information Science ; https://hal.archives-ouvertes.fr/hal-03018998 ; Communications in Computer and Information Science, Springer Verlag, 2020, ⟨10.1007/978-3-030-44900-1_10⟩ (2020)
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| 14 |
Using Sentiment Analysis for Pseudo-Relevance Feedback in Social Book Search
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In: ICTIR '20: The 2020 ACM SIGIR International Conference on the Theory of Information Retrieval ; https://hal.archives-ouvertes.fr/hal-03124566 ; ICTIR '20: The 2020 ACM SIGIR International Conference on the Theory of Information Retrieval, Sep 2020, Stavanger, Norway. pp.29-32, ⟨10.1145/3409256.3409847⟩ ; https://ictir2020.org (2020)
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| 15 |
Computational detection of socioeconomic inequalities ; Détection computationnelle des inégalités socioéconomiques
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In: https://hal.archives-ouvertes.fr/tel-02459170 ; Artificial Intelligence [cs.AI]. Université de Lyon, 2020. English. ⟨NNT : 2020LYSEN001⟩ (2020)
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| 16 |
Joint embedding of structure and features via graph convolutional networks
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In: ISSN: 2364-8228 ; EISSN: 2364-8228 ; Applied Network Science ; https://hal.inria.fr/hal-02388402 ; Applied Network Science, Springer, 2020, 5 (1), ⟨10.1007/s41109-019-0237-x⟩ (2020)
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| 17 |
Information Adoption via Repeated or Diversified Social Influence on Twitter
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In: ASONAM 2020 - IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining ; https://hal.inria.fr/hal-03197971 ; ASONAM 2020 - IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, Dec 2020, The Hague, Netherlands. pp.237-241, ⟨10.1109/ASONAM49781.2020.9381365⟩ (2020)
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| 18 |
Interpretable socioeconomic status inference from aerial imagery through urban patterns
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In: EISSN: 2522-5839 ; Nature Machine Intelligence ; https://hal.inria.fr/hal-03117994 ; Nature Machine Intelligence, Nature Research, 2020, 2 (11), pp.684-692. ⟨10.1038/s42256-020-00243-5⟩ (2020)
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| 19 |
Affective behavior modeling on social networks ; Modélisation des sentiments sur les réseaux sociaux
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In: https://tel.archives-ouvertes.fr/tel-03339755 ; Social and Information Networks [cs.SI]. Université Montpellier, 2020. English. ⟨NNT : 2020MONTS073⟩ (2020)
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Novel Version of PageRank, CheiRank and 2DRank for Wikipedia in Multilingual Network Using Social Impact
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In: BIS: International Conference on Business Information Systems ; https://hal.archives-ouvertes.fr/hal-03217697 ; Witold Abramowicz, Gary Klein. BIS: International Conference on Business Information Systems, Springer, pp.319-334, 2020, 23rd International Conference, BIS 2020, Colorado Springs, CO, USA, June 8–10, 2020, Proceedings, 978-3-030-53337-3. ⟨10.1007/978-3-030-53337-3_24⟩ (2020)
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