DMR 2024 - 2nd Call for Papers

Timeline
When                                    Tues, May 21
Where                                   Torino, Italy
Mode                                    hybrid
Direct Submission Deadline              February 23 --> EXTENDED 
ARR Commitment Deadline                 March 25 
Notification of Acceptance              March 27
Final Version Due                       April 8

Workshop site: https://dmr2024.github.io/index.html

DMR 2024 will be co-located with LREC-COLING 2024 (the 2024 Joint International 
Conference on Computational Linguistics, Language Resources and Evaluation), 
20-25 May, 2024 at the Lingotto Conference Centre, Torino, Italy. DMR 2024 will 
be a hybrid event (real-time virtual participation allowed), but in-person 
participation is encouraged. 

DMR 2024 submission website: https://softconf.com/lrec-coling2024/dmr2024/

LREC-COLING 2024 website: https://lrec-coling-2024.org/

Contact us with questions at [email protected]

Overview
DMR 2024 invites the submissions of long and short papers about original works 
on meaning representations. As the special theme of DMR 2024, we also invite 
the submissions of original research that have in any way leveraged, expanded, 
or been inspired by the “Marthaverse of Meaning”-- the 50 years of 
gold-standard contributions to the field of NLP by 2023 ACL lifetime 
Achievement Award recipient, Dr. Martha Palmer.

Broader Goals
DMR intends to bring together researchers who are producers and consumers of 
meaning representations and, through their interaction, gain a deeper 
understanding of the key elements of meaning representations that are the most 
valuable to the NLP community. The workshop will provide an opportunity for 
meaning representation researchers to present new frameworks and to critically 
examine existing frameworks with the goal of using their findings to inform the 
design of next-generation meaning representations. One particular goal is to 
explore opportunities and identify challenges in the design and use of meaning 
representations in multilingual settings. Another is to understand the 
relationship between distributed meaning representations trained on large data 
sets using network models and the symbolic meaning representations that are 
carefully designed and annotated by NLP researchers, with an aim of gaining a 
deeper understanding of areas where each type of meaning representation is the 
most effective.

Special Theme: A Marthaverse of Meaning
In her 2023 ACL Lifetime Achievement Award acceptance speech, Dr. Martha Palmer 
(University of Colorado, Boulder) sums up her 50 years of research in AI and 
NLP in six words: “Finding meaning, quite literally, in words.” This year's 
workshop honors Dr. Palmer's contributions with a special theme on resources, 
approaches, and applications that draw upon her manifold contributions to the 
field. These resources include Treebanks (Chinese and Arabic TreeBanks, Hindi 
and Urdu Treebanks), PropBanks (English, Chinese and Arabic), VerbNet, 
OntoNotes, Abstract Meaning Representation (AMR), and Uniform Meaning 
Representation (UMR). These resources share attention to semantic detail 
combined with scalability and, therefore, an ability to generalize to and 
support a variety of different NLP applications and tasks. Indeed, the 
applicability of her research extends beyond the textual to the multimodal, 
where she has broadly contributed to the cross-modal event understanding.

DMR 2024 seeks to highlight the depth and the breadth of Dr. Palmer's 
contributions and their influence over the field of natural language processing 
by inviting the submission of original works that have in any way leveraged, 
expanded, or been inspired by the ``Marthaverse of Meaning.'' We also seek to 
recognize Dr. Palmer's long tenure of dedication to outstanding mentorship that 
has been so powerful for the many students who have gone on to shape the NLP 
research community and the field at large.

Topics
The workshop solicits papers that address one or more of the following topics:
Treebanks and the syntax-semantics interface;
PropBanks, VerbNets, and semantic role labeling resources;
OntoNotes and word sense disambiguation resources;
Expansion or pairing of semantic resources with LLMs;
Design and annotation of meaning representations;
Cross-framework comparison of meaning representations;
Automatic parsing of meaning representations;
Automatic generation of text from meaning representations;
Strengths and weaknesses of existing meaning representations exposed as a 
result of using them in natural language applications or natural language 
understanding systems;
Use of meaning representations in real-world applications;
Issues in applying meaning representations to multilingual settings;
Issues in bringing multimodality into meaning representations;
The relationship between symbolic meaning representations and distributed 
semantic representations;
The use of LLMs to create meaning representations
Formal properties of meaning representations;
Any other topics that address the design, processing, and use of meaning 
representations or Dr. Martha Palmer's contributions to NLP.

Submission Details
Submissions should report original and unpublished research on topics of 
interest to the workshop. Accepted papers are expected to be presented at the 
workshop and will be published in the workshop proceedings on the ACL 
Anthology. They should emphasize obtained results rather than intended work and 
should clearly indicate the state of completion of the reported results. A 
paper accepted for presentation at the workshop must not be or have been 
presented at any other meeting with publicly available proceedings.

Submissions and Templates: Submission is electronic, using the Softconf START 
conference management system at https://softconf.com/lrec-coling2024/dmr2024/. 
Submissions must adhere to the two-column LREC-COLING format. Long papers must 
not exceed eight (8) pages of content and short papers must not exceed four (4) 
pages of content. If a paper is accepted, the authors will be given an 
additional page to address reviewers’ comments in the final version. References 
and appendices do not count against these limits. 

When submitting a paper from the START page, authors will be asked to provide 
essential information about resources (in a broad sense, i.e. also 
technologies, standards, evaluation kits, etc.) that have been used for the 
work described in the paper or are a new result of your research. Moreover, 
ELRA encourages all LREC-COLING authors to share the described LRs (data, 
tools, services, etc.) to enable their reuse and replicability of experiments 
(including evaluation ones).
We also accept commitments from the ACL Rolling Review (ARR). All ARR 
commitments to DMR must have received all reviews and meta-reviews by March 25, 
2024.  For more info on ARR in general, see https://aclrollingreview.org. 

Author Responsibilities: Reviewing of papers will be double-blind. Therefore, 
the paper must not include the authors’ names and affiliations or 
self-references that reveal any author’s identity–e.g., “We previously showed 
(Smith, 1991) …” should be replaced with citations such as “Smith (1991) 
previously showed …”. The submissions should also avoid links to non-anonymized 
repositories: the code should be either submitted as supplementary material in 
the final version of the paper, or as a link to an anonymized repository (e.g., 
Anonymous GitHub or Anonym Share). Papers that do not conform to these 
requirements will be rejected without review.
If the paper is available as a preprint, this must be indicated on the 
submission form but not in the paper itself. In addition, DMR 2024, in 
accordance with LREC-COLING 2024, will follow the same policy as ACL 
conferences establishing an anonymity period during which non-anonymous posting 
of preprints is not allowed. 
Papers that have been or will be under consideration for other venues at the 
same time must be declared at submission time. If a paper is accepted for 
publication at DMR 2024, it must be immediately withdrawn from other venues. If 
a paper under review at DMR 2024 is accepted elsewhere and authors intend to 
proceed there, the workshop committee must be notified immediately.

Authors of papers that have been or will be submitted to other meetings or 
publications must provide this information to the workshop organizers 
[email protected]. Authors of accepted papers must notify the program 
chairs within 10 days of acceptance if the paper is withdrawn for any reason.
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