posted by user: bpiwowar || 3637 views || tracked by 5 users: [display]

Neu-IR 2016 : Workshop on Neural Information Retrieval

FacebookTwitterLinkedInGoogle

Link: http://research.microsoft.com/en-us/events/neuir2016/
 
When Jul 21, 2016 - Jul 21, 2016
Where Pisa, Italy
Submission Deadline May 30, 2016
Notification Due Jun 6, 2016
Final Version Due Jun 17, 2016
Categories    information retrieval   neural networks
 

Call For Papers

We solicit submission of papers of two to six pages, representing reports of original research, preliminary research results, proposals for new work, descriptions of neural network based toolkits tailored for IR, and position papers. Papers presented at the workshop will be required to be uploaded to arXiv.org but will be considered non-archival, and may be submitted elsewhere (modified or not), although the workshop site will maintain a link to the arXiv versions. This makes the workshop a forum for the presentation and discussion of current work, without preventing the work from being published elsewhere.

We are interested in submissions relevant to the following main themes:

The application of neural network models in IR tasks, including but not limited to:
Full text document retrieval, passage retrieval, question answering

Web search, searching social media, distributed information retrieval, entity ranking

Learning to rank combined with neural network based representation learning

User and task modelling, personalized search, diversity

Query formulation assistance, query recommendation, conversational search

Multimedia retrieval

Fundamental modelling challenges faced in such applications, including but not limited to:

Learning dense representations for long documents

Dealing with rare queries and rare words

Modelling text at different granularities (character, word, passage, document)

Compositionality of vector representations

Jointly modelling queries, documents, entities and other structured/knowledge data

Best practices for research and development in the area, dealing with concerns such as:

Finding sufficient publicly-available training data

Baselines, test data, avoiding overfitting

Neural network toolkits

Real-world use cases, deployment at scale

All papers will be peer reviewed (single-blind) by the program committee and judged by their relevance to the workshop, especially to the main themes identified above, and their potential to generate discussion. All submissions must be formatted according to the ACM SIG proceedings template. The key dates and the site for submissions are provided at the top of this page. Please note that at least one of the authors of each accepted paper must register for the workshop and present the paper in-person.

Related Resources

CIKM 2017   The 26th 2017 ACM Conference on Information and Knowledge Management
SIGIR 2017   The 40th International ACM SIGIR Conference on Research and Development in Information Retrieval
ICMR 2017   ACM International Conference on Multimedia Retrieval
ICONIP 2017   International Conference on Neural Information Processing
RecSys 2017   RecSys 2017 : 11th ACM Conference on Recommender Systems
ICANN 2017   International Conference on Artificial Neural Networks 2017
NIPS 2016   The Thirtieth Annual Conference on Neural Information Processing Systems
ISMIR 2017   International Symposium/Conference on Music Information Retrieval
NLDB 2017   22nd International Conference on Natural Language & Information Systems
ISNN 2017   Fourteenth International Symposium on Neural Networks