Submission deadline is extended! New due date is Jan 22, 2017.

Background

The 6th Workshop on Vision and Language (VL'17) will be held on April 4, 2016 and co-located with the 15th European Chapter of the Association for Computational Linguistics Conference (EACL), in Valencia, Spain. The workshop is being organised by COST Action IC1307 The European Network on Integrating Vision and Language (iV&L Net).

Research involving both language and vision computing spans a variety of disciplines and applications, and goes back a number of decades. In a recent scene shift, the big data era has thrown up a multitude of tasks in which vision and language are inherently linked. The explosive growth of visual and textual data, both online and in private repositories by diverse institutions and companies, has led to urgent requirements in terms of search, processing and management of digital content. Solutions for providing access to or mining such data effectively depend on the connection between visual and textual content being made interpretable, hence on the 'semantic gap' between vision and language being bridged.

One perspective has been integrated modelling of language and vision, with approaches located at different points between the structured, cognitive modelling end of the spectrum, and the unsupervised machine learning end, with state-of-the-art results in many areas currently being produced at the latter end, in particular by deep learning approaches.

Another perspective is exploring how knowledge about language can help with predominantly visual tasks, and vice versa. Visual interpretation can be aided by text associated with images/videos and knowledge about the world learned from language. On the NLP side, images can help ground language in the physical world, allowing us to develop models for semantics. Words and pictures are often naturally linked online and in the real world, and each modality can provide reinforcing information to aid the other.

Topics

The 6th Workshop on Vision and Language (VL'17) aims to address all the above, with a particular focus on the integrated modelling of vision and language. We welcome papers describing original research combining language and vision. To encourage the sharing of novel and emerging ideas we also welcome papers describing new data sets, grand challenges, open problems, benchmarks and work in progress as well as survey papers.

Topics of interest include (in alphabetical order), but are not limited to:

  • Computational modeling of human vision and language
  • Computer graphics generation from text
  • Human-computer interaction in virtual worlds
  • Human-robot interaction
  • Image and video description and summarization
  • Image and video labeling and annotation
  • Image and video retrieval
  • Language-driven animation
  • Machine translation with visual enhancement
  • Medical image processing
  • Models of distributional semantics involving vision and language
  • Multi-modal discourse analysis
  • Multi-modal human-computer communication
  • Multi-modal temporal and spatial semantics recognition and resolution
  • Recognition of narratives in text and video
  • Recognition of semantic roles and frames in text, images and video
  • Retrieval models across different modalities
  • Text-to-image generation
  • Visual question answering / visual Turing challenge
  • Visually grounded language understanding

Important Dates

First Call for Workshop Papers: Nov 8, 2016
Second Call for Workshop Papers: Dec 9, 2016
Workshop Paper Due Date: Extended - Jan 22, 2017Jan 16, 2017
Notification of Acceptance: Feb 11, 2017
Camera-ready papers due: Feb 21, 2017
Workshop Date: April 4, 2017

Organizers

Anya Belz, University of Brighton, UK
Erkut Erdem, Hacettepe University, Turkey
Katerina Pastra, CSRI and ILSP Athena Research Center, Athens, Greece
Krystian Mikolajczyk, Imperial College London, UK

Program Committee

  • Raffaella Bernardi, University of Trento, Italy
  • Darren Cosker, University of Bath, UK
  • Aykut Erdem, Hacettepe University, Turkey
  • Jacob Goldberger, Bar Ilan University, Israel
  • Jordi Gonzalez, Autonomous University of Barcelona, Spain
  • Frank Keller, University of Edinburgh, UK
  • Douwe Kiela, University of Cambridge, UK
  • Adrian Muscat, University of Malta, Malta
  • Arnau Ramisa, IRI UPC Barcelona, Spain
  • Carina Silberer, University of Edinburgh, UK
  • Caroline Sporleder, Germany
  • Josiah Wang, University of Sheffield, UK
  • Further members t.b.c.

Schedule

Program details will be announced later.

Submission

We invite submission of long papers on new research related to the topics above. Submissions should be up to 8 pages in length, with up to 2 additional pages for references.

Furthermore we invite submission of short papers, up to 4 pages in length, with up to 1 additional page for references. Short papers will be presented in poster form, preceded by short 'boaster' presentations.

All submissions must be in PDF format and must follow the EACL 2017 formatting requirements. See the EACL 2017 Call For Papers for reference: http://eacl2017.org/index.php/calls/call-for-papers. Reviewing will be double-blind, and authors should be careful not to reveal their identity. Please anonymise author names, affiliations, self citation and mention of project names and websites. Leave out the acknowledgements section.

Submissions must be made through https://www.softconf.com/eacl2017/VL2017. Style files and other information about paper formatting requirements are available via the conference website at http://eacl2017.org.

Accepted papers will be published in workshop proceedings, and made available via the ACL Anthology.

Registration

Registration details will be announced later.

History

Past VL Workshops
2016 ACL (Berlin, Germany)
2015 EMNLP (Lisbon, Portugal)
2014 COLING (Dublin, Ireland)
2012 Sheffield University
2011 Brighton University

Organizers