Multimodal wordnets workshop @ LREC 2020
Date: 11th May, 2020 Venue: Palais du Pharo, Marseille, France; LREC 2020 Website: http://hitz.eus/multimodalwordnets2020/ Submission Deadline: 14th Feb., 2020 Submission page: https://www.softconf.com/lrec2020/MMW2020/ Hashtag: #mmwn20
Workshop Description --------------------
Nowadays, data can be found in many different formats and multimodal approaches are gaining attention in many natural language processing tasks such as text generation, machine translation or sentiment analysis. Indeed, many research areas are moving from a single modality to full-fledged multimodality research, e.g. multimodal corpora, multimodal lexicons, etc. For instance, efforts are being made to integrate images, sign languages, sounds, etc. into existing wordnets. As the exchange of information among modalities can be crucial for lexical databases, we want to address this interdisciplinary research area in the first Workshop on “Multimodal wordnets”, co-located with LREC 2020.
The workshop is organized by the Global WordNet Association (GWA). GWA is a free, public and non-commercial organization that provides a platform for discussing, sharing and connecting wordnets for all languages in the world. The GWA has created in 2019 a Working Group dedicated to multimodal wordnets in order to extend the development and use of wordnets to other modalities than just text: some well known examples of multimodal approaches and wordnets are ImageNet, an image database structured according to WordNet hierarchy and ASLNet, A Wordnet for American Sign Language, and the Suggested Upper Merged Ontology (SUMO).
Topics of Interest -------------------
- The workshop aims at studying the interaction and cross-fertilization between wordnets and existing multimodal resources. We invite submissions with original contributions addressing, but not limited to, the topics listed below.
- What are the benefits/drawbacks of multimodal wordnets? How can wordnets help in the transmission and characterization of multimedia information?
- To what extent is it possible to create wordnets in other modalities?
- Which new multimodal initiatives and projects are being carried out involving distinct modalities (written, spoken, audio-visual, signs, pictograms, emojis, geographical and spatio-temporal data...) and knowledge representations (wordnets, lexicons, ontologies, terminologies, dictionaries, corpora, wikipedias, distributional representations, cultural artifacts, books...)?
- What are (can be) the practical applications of multimodal wordnets? How to exploit existing multimodal wordnets, such as Visual Genome, ConceptNet, ImageNet, Imagact, etc.? Sense disambiguation on corpora, images, space role labeling, multimodal knowledge acquisition, commonsense reasoning and inference, distributed concept representation, integration of distributional (corpus-based) and knowledge-based embeddings...
- Which approaches are being developed to create these multimodal resources? How can they be best represented?
- How to automatically map existing resources? How can we deal with similarity and relatedness across modality? How can we deal with specificity? Image, sound, smell, touch, video are all infinitely specific but words are not.
- What is the added value of wordnet hierarchies to other modalities? Which is the role of the multimodal wordnets? Which is the expected format of the resources? Which standards to adopt or to develop? How can we feed and feed back the algorithms with multimodal wordnets?
- Which ethical policies should be followed? (see for instance, https://www.excavating.ai/)
Important Dates ----------------
Submission deadline: February 14, 2020 Notification of acceptance: March 13, 2020 Deadline for camera-ready versions: April 2, 2020 Workshop day: May 11, 2020
Submission details ------------------
Submissions will fall into one of the following categories (page limits exclude references): Long papers: 8 pages max; 30 minutes presentation Short papers: 5 pages max; 15 minutes presentation Poster presentations
Papers must be compliant with the stylesheet adopted for the main conference Proceedings: https://lrec2020.lrec-conf.org/en/submission2020/authors-kit/
Follow this link (https://www.softconf.com/lrec2020/MMW2020/) in START Conference Manager to submit your paper.
Identify, Describe and Share your LRs! ---------------------------------------
Describing your LRs in the LRE Map is now a normal practice in the submission procedure of LREC (introduced in 2010 and adopted by other conferences). To continue the efforts initiated at LREC 2014 about “Sharing LRs” (data, tools, web-services, etc.), authors will have the possibility, when submitting a paper, to upload LRs in a special LREC repository. This effort of sharing LRs, linked to the LRE Map for their description, may become a new “regular” feature for conferences in our field, thus contributing to creating a common repository where everyone can deposit and share data.
As scientific work requires accurate citations of referenced work so as to allow the community to understand the whole context and also replicate the experiments conducted by other researchers, LREC 2020 endorses the need to uniquely Identify LRs through the use of the International Standard Language Resource Number (ISLRN, www.islrn.org), a Persistent Unique Identifier to be assigned to each Language Resource. The assignment of ISLRNs to LRs cited in LREC papers will be offered at submission time.
Organizing Committee ---------------------
Itziar Gonzalez-Dios, University of the Basque Country UPV/EHU Francis Bond, Nanyang Technological University Thierry Declerk, German Research Center for Artificial Intelligence, Saarbrücken Christiane Fellbaum, Princeton University Alexandre Rademaker, IBM Research Brazil and EMAp/FGV German Rigau, University of the Basque Country UPV/EHU Piek Vossen, VU University Amsterdam
Programme Committee (in alphabetical order) -------------------------------------------
Manex Agirrezabal, University of Copenhagen Izaskun Aldezabal, University of the Basque Country UPV/EHU Jan Alexandersson, DFKI Saarbrücken, Germany Gorka Azkune, University of the Basque Country UPV/EHU Sonja Bosch, Department of African Languages, University of South Africa Federico Boschetti, ILC-CNR, Italy Luis Chiruzzo, Universidad de la República de Uruguay Francesca Frontini, Université Paul Valéry, Montpellier, France Xavier Gómez Guinovart, Universidade de Vigo Fahad Khan, ILC-CNR, Italy Maria Koutsombogera, Trinity College Dublin Robert Krovetz, Lexical Research Claudia Loreto Martínez Araneda, Universidad Católica de la Santísima, Chile John P. McCrae, National University of Ireland Gerard de Melo, Rutgers University Verginica Mititelu, Romanian Academy Research Institute for Artificial Intelligence Terhi Nurmikko-Fuller, Australian National University Ahti Lohk, Tallinn University of Technology Petya Osenova, Sofia University Patrizia Paggio, Copenhagen University Bolette Pedersen, University of Copenhagen Maciej Piasecki, Wrocław University of Technology Ronald Poppe, Utrecht University Andrea Amelio Ravelli, University of Florence Paolo Rosso, Universitat Politècnica de València Kevin Scannell, Saint Louis University Chantal van Son, Vrije Universiteit Amsterdam Aitor Soroa, University of the Basque Country UPV/EHU
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