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All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year Sort by creator [A → Z]' creator [Z → A]' publishing year ↑ (asc)' publishing year ↓ (desc)' title [A → Z]' title [Z → A]' Simple Search Page: 1 2 3 4 5...257 Hits 1 – 20 of 5.129 1 ViQuAE, a Dataset for Knowledge-based Visual Question Answering about Named Entities Lerner, Paul; Ferret, Olivier; Guinaudeau, Camille; Le Borgne, Hervé; Besançon, Romaric; Moreno, José G.; Lovón Melgarejo, Jesús In: ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR ’22) ; https://hal-universite-paris-saclay.archives-ouvertes.fr/hal-03650618 ; 2022 (2022) Abstract: International audience ; Whether to retrieve, answer, translate, or reason, multimodality opens up new challenges and perspectives. In this context, we are interested in answering questions about named entities grounded in a visual context using a Knowledge Base (KB). To benchmark this task, called KVQAE (Knowledge-based Visual Question Answering about named Entities), we provide ViQuAE, a dataset of 3.7K questions paired with images. This is the first KVQAE dataset to cover a wide range of entity types (e.g. persons, landmarks, and products). The dataset is annotated using a semi-automatic method. We also propose a KB composed of 1.5M Wikipedia articles paired with images. To set a baseline on the benchmark, we address KVQAE as a two-stage problem: Information Retrieval and Reading Comprehension, with both zero-and few-shot learning methods. The experiments empirically demonstrate the difficulty of the task, especially when questions are not about persons. This work paves the way for better multimodal entity representations and question answering. The dataset, KB, code, and semi-automatic annotation pipeline are freely available at https://github.com/PaulLerner/ViQuAE. Keyword: [INFO.INFO-IR]Computer Science [cs]/Information Retrieval [cs.IR]; [INFO.INFO-MM]Computer Science [cs]/Multimedia [cs.MM]; dataset; knowledge-based visual question answering; multimodal URL: https://hal-universite-paris-saclay.archives-ouvertes.fr/hal-03650618 https://hal-universite-paris-saclay.archives-ouvertes.fr/hal-03650618/document https://doi.org/10.1145/3477495.3531753 https://hal-universite-paris-saclay.archives-ouvertes.fr/hal-03650618/file/lerner_sigir_2022_camera.pdf BASE Hide details 2 Towards combined semantic and lexical scores based on a new representation of textual data to extract experimental data from scientific publications Lentschat, Martin; Buche, Patrice; Dibie-Barthelemy, Juliette... In: ISSN: 1751-5858 ; EISSN: 1751-5866 ; International Journal of Intelligent Information and Database Systems ; https://hal.inrae.fr/hal-03616243 ; International Journal of Intelligent Information and Database Systems, Inderscience, 2022, 15 (1), pp.78. ⟨10.1504/IJIIDS.2022.120146⟩ (2022) BASE Show details 3 Obvie: interface web pour la fouille et la comparaison de textes Alrahabi, Motasem In: Atelier DigitAl Humanities and cuLtural herItAge: data and knowledge management and analysis durant la conférence francophone sur l'Extraction et la Gestion des Connaissances (egc2022) ; https://hal.archives-ouvertes.fr/hal-03543362 ; Atelier DigitAl Humanities and cuLtural herItAge: data and knowledge management and analysis durant la conférence francophone sur l'Extraction et la Gestion des Connaissances (egc2022), Jan 2022, Blois, France ; https://egc2022.univ-tours.fr/ateliers/ (2022) BASE Show details 4 Preprint Citation Praxis in PLOS Bertin, Marc; Atanassova, Iana In: ISSN: 0138-9130 ; EISSN: 1588-2861 ; Scientometrics ; https://hal.archives-ouvertes.fr/hal-03506094 ; In press (2022) BASE Show details 5 Islands and Bridges of Language: Bio-Inspired Structural Analysis of Language Embedding Data Zhou, Hongwei. - : eScholarship, University of California, 2022 BASE Show details 6 Assessing the impact of OCR noise on multilingual event detection over digitised documents Boros, Emanuela; Nguyen, Nhu Khoa; Lejeune, Gaël... In: ISSN: 1432-5012 ; EISSN: 1432-1300 ; International Journal on Digital Libraries ; https://hal.archives-ouvertes.fr/hal-03635985 ; International Journal on Digital Libraries, Springer Verlag, 2022, ⟨10.1007/s00799-022-00325-2⟩ (2022) BASE Show details 7 Introducing the HIPE 2022 Shared Task: Named Entity Recognition and Linking in Multilingual Historical Documents Ehrmann, Maud; Romanello, Matteo; Doucet, Antoine... In: Advances in Information Retrieval. 44th European Conference on IR Research, ECIR 2022, Stavanger, Norway, April 10–14, 2022, Proceedings, Part II ; https://hal.archives-ouvertes.fr/hal-03635971 ; Matthias Hagen; Suzan Verberne; Craig Macdonald; Christin Seifert; Krisztian Balog; Kjetil Nørvåg; Vinay Setty. Advances in Information Retrieval. 44th European Conference on IR Research, ECIR 2022, Stavanger, Norway, April 10–14, 2022, Proceedings, Part II, 13186, Springer International Publishing, pp.347-354, 2022, Lecture Notes in Computer Science, 978-3-030-99738-0. ⟨10.1007/978-3-030-99739-7_44⟩ (2022) BASE Show details 8 Can Character-based Language Models Improve Downstream Task Performance in Low-Resource and Noisy Language Scenarios? Riabi, Arij; Sagot, Benoît; Seddah, Djamé 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) BASE Show details 9 Between History and Natural Language Processing: Study, Enrichment and Online Publication of French Parliamentary Debates of the Early Third Republic (1881-1899) Puren, Marie; Bourgeois, Nicolas; Pellet, Aurélien... In: ParlaCLARIN III at LREC2022 - Workshop on Creating, Enriching and Using Parliamentary Corpora ; https://hal.archives-ouvertes.fr/hal-03623351 ; ParlaCLARIN III at LREC2022 - Workshop on Creating, Enriching and Using Parliamentary Corpora, Jun 2022, Marseille, France ; https://www.clarin.eu/ParlaCLARIN-III (2022) BASE Show details 10 A Dataset for Toponym Resolution in Nineteenth-Century English Newspapers McDonough, Katherine; Wilson, Daniel C. S.; Lawrence, Jon... In: Journal of Open Humanities Data; Vol 8 (2022); 3 ; 2059-481X (2022) BASE Show details 11 Cross-media Scientific Research Achievements Query based on Ranking Learning ... Wang, Benzhi; Liang, Meiyu; Li, Ang. - : arXiv, 2022 BASE Show details 12 Exploring Sub-skeleton Trajectories for Interpretable Recognition of Sign Language ... Gudmundsson, Joachim; Seybold, Martin P.; Pfeifer, John. - : arXiv, 2022 BASE Show details 13 Cross-Lingual Query-Based Summarization of Crisis-Related Social Media: An Abstractive Approach Using Transformers ... Vitiugin, Fedor; Castillo, Carlos. - : arXiv, 2022 BASE Show details 14 Simplifying Multilingual News Clustering Through Projection From a Shared Space ... Santos, João; Mendes, Afonso; Miranda, Sebastião. - : arXiv, 2022 BASE Show details 15 Towards Best Practices for Training Multilingual Dense Retrieval Models ... Zhang, Xinyu; Ogueji, Kelechi; Ma, Xueguang. - : arXiv, 2022 BASE Show details 16 Addressing Issues of Cross-Linguality in Open-Retrieval Question Answering Systems For Emergent Domains ... Albalak, Alon; Levy, Sharon; Wang, William Yang. - : arXiv, 2022 BASE Show details 17 C3: Continued Pretraining with Contrastive Weak Supervision for Cross Language Ad-Hoc Retrieval ... Yang, Eugene; Nair, Suraj; Chandradevan, Ramraj. - : arXiv, 2022 BASE Show details 18 Parameter-Efficient Neural Reranking for Cross-Lingual and Multilingual Retrieval ... Litschko, Robert; Vulić, Ivan; Glavaš, Goran. - : arXiv, 2022 BASE Show details 19 QALD-9-plus: A Multilingual Dataset for Question Answering over DBpedia and Wikidata Translated by Native Speakers ... Perevalov, Aleksandr; Diefenbach, Dennis; Usbeck, Ricardo. - : arXiv, 2022 BASE Show details 20 MuMiN: A Large-Scale Multilingual Multimodal Fact-Checked Misinformation Social Network Dataset ... Nielsen, Dan Saattrup; McConville, Ryan. - : arXiv, 2022 BASE Show details Page: 1 2 3 4 5...257

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