[CfP] KR 2026 Special track: KR in the wild

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KR 2026 Special track: KR in the wild
Call for Papers
################################################################
23rd International Conference on Principles of Knowledge Representation and=
 Reasoning
https://kr.org/KR2026/

As a complement to the traditional KR Main Track focusing more on theoretic=
al advances in KR, the KR in the Wild track aims to showcase successful dep=
loyments of KR formalisms in all types of application domains as well as re=
cent developments in the state-of-the-art in automated reasoning systems wh=
ich form the basis for successful deployment of declarative problem solving=
 in an ever-increasing number of practical settings.

Towards these goals, the KR in the Wild Track welcomes contributions from a=
reas that are sometimes considered as not core KR research. This includes (=
but is not restricted to) state-of-the-art reasoning systems and solvers de=
veloped in the various vibrant declarative programming communities as well =
as insightful applications of such systems. As further goals, the track aim=
s to foster interactions between practical and theoretical advances, and to=
 encourage the discussion of new ideas, research experiences, emerging resu=
lts and open challenges that can inspire novel research directions and infl=
uence the future of KR research.

################################################################
Expected Contributions
################################################################

We invite submissions of papers on all aspects of the development, deployme=
nt, and evaluation of KR tools and techniques to solve application problems=
, including:
- System descriptions including the description of algorithmic techniques, =
heuristics and optimizations for established systems
- Case studies, including descriptions of the problem setting, data and too=
ls used, and lessons learned
- Assessments and reports of experimental studies, rigorously assessing asp=
ects such as scalability, usability, acceptance and uptake
- Benchmarks and resources that may support the assessment of KR tools, suc=
h as data sets, collections of problems with =93solution sets=94, or gold s=
tandards
- Technology standards with relationships to KR that were recently publishe=
d or are at an advanced stage of development that is already accessible to =
the public.

In each case, the significance of the contribution =93in the wild=94 will b=
e an important evaluation criterion. Therefore, current active usage, user =
interest, or relevance to communities of researchers or practitioners shoul=
d be documented.

################################################################
Important Dates
################################################################

The deadlines are AoE =96 Anywhere on Earth (UTC-12).

Submission of title and abstract: February 8, 2026
Paper submission deadline: February 13, 2026
Author response period: March 24-28, 2026
Notification of acceptance: April 13, 2026
Camera-ready due: May 3, 2026
Conference dates: July 20-23, 2026

################################################################
Submission Guidelines and Evaluation Criteria
################################################################

Similarly as for the KR 2026 Main Track, submissions should be anonymous an=
d will be subject to double-anonymous peer review. However, when relevant t=
o the claimed significance, authors in the KR in the Wild track are allowed=
 to name the specific software, application, or artefact that they are repo=
rting on, and they can claim to be (among) the creators of that contributio=
n.

Contributions may be regular papers (up to 9 pages) or short papers (up to =
4 pages), including abstract, figures, and appendices (if any) but excludin=
g references and acknowledgements. Details on the submission process and fo=
rmatting instructions are provided on the KR 2026 website:
https://kr.org/KR2026/

Submissions will be rigorously peer reviewed by PC members on the basis of =
the overall quality of their technical contribution, with special attention=
 to the suitability of submissions in terms of the scope of the KR in the W=
ild Track. Due to the applied nature of the KR In the Wild Track, authors a=
re recommended to make, as applicable, any relevant data and implementation=
 code available to allow other researchers to reproduce the reported result=
s.

Accepted papers will be published in the KR 2026 proceedings. At least one =
author of each accepted paper is required to participate in the conference =
and present the work.

################################################################
Selection Process
################################################################

The submissions will be selected based on the excellent scientific quality,=
 potential impact, correctness, novelty, originality, significance of resul=
ts, clarity, and quality of the presentation.
Additionally, track-relevant criteria will be considered. This includes the=
 impact and novelty of the application setting or system presented; quality=
 of empirical evaluation; and availability of resources (data, benchmarks, =
implementation, etc).

################################################################
Inquiries
################################################################

Inquiries should be sent by email to [email protected] and will be =
handled by the KR in the Wild Track chairs:

Markus Kr=F6tzsch, TU Dresden
Alexandra Russo, Imperial College London
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KR 2026 Special track: KR in the wild</div>
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Call for Papers</div>
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23rd International Conference on Principles of Knowledge Representation and=
 Reasoning</div>
<div style=3D"font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, =
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https://kr.org/KR2026/</div>
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Calibri, Helvetica, sans-serif; font-size: 12pt; color: rgb(0, 0, 0);" clas=
s=3D"elementToProof">
As a complement to the traditional KR Main Track focusing more on theoretic=
al advances in KR, the KR in the Wild track aims to showcase successful dep=
loyments of KR formalisms in all types of application domains as well as re=
cent developments in the state-of-the-art
 in automated reasoning systems which form the basis for successful deploym=
ent of declarative problem solving in an ever-increasing number of practica=
l settings.</div>
<div style=3D"font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, =
Calibri, Helvetica, sans-serif; font-size: 12pt; color: rgb(0, 0, 0);" clas=
s=3D"elementToProof">
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<div style=3D"font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, =
Calibri, Helvetica, sans-serif; font-size: 12pt; color: rgb(0, 0, 0);" clas=
s=3D"elementToProof">
Towards these goals, the KR in the Wild Track welcomes contributions from a=
reas that are sometimes considered as not core KR research. This includes (=
but is not restricted to) state-of-the-art reasoning systems and solvers de=
veloped in the various vibrant declarative
 programming communities as well as insightful applications of such systems=
. As further goals, the track aims to foster interactions between practical=
 and theoretical advances, and to encourage the discussion of new ideas, re=
search experiences, emerging results
 and open challenges that can inspire novel research directions and influen=
ce the future of KR research.</div>
<div style=3D"font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, =
Calibri, Helvetica, sans-serif; font-size: 12pt; color: rgb(0, 0, 0);" clas=
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Expected Contributions</div>
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s=3D"elementToProof">
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</div>
<div style=3D"font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, =
Calibri, Helvetica, sans-serif; font-size: 12pt; color: rgb(0, 0, 0);" clas=
s=3D"elementToProof">
We invite submissions of papers on all aspects of the development, deployme=
nt, and evaluation of KR tools and techniques to solve application problems=
, including:</div>
<div style=3D"font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, =
Calibri, Helvetica, sans-serif; font-size: 12pt; color: rgb(0, 0, 0);" clas=
s=3D"elementToProof">
- System descriptions including the description of algorithmic techniques, =
heuristics and optimizations for established systems</div>
<div style=3D"font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, =
Calibri, Helvetica, sans-serif; font-size: 12pt; color: rgb(0, 0, 0);" clas=
s=3D"elementToProof">
- Case studies, including descriptions of the problem setting, data and too=
ls used, and lessons learned</div>
<div style=3D"font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, =
Calibri, Helvetica, sans-serif; font-size: 12pt; color: rgb(0, 0, 0);" clas=
s=3D"elementToProof">
- Assessments and reports of experimental studies, rigorously assessing asp=
ects such as scalability, usability, acceptance and uptake</div>
<div style=3D"font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, =
Calibri, Helvetica, sans-serif; font-size: 12pt; color: rgb(0, 0, 0);" clas=
s=3D"elementToProof">
- Benchmarks and resources that may support the assessment of KR tools, suc=
h as data sets, collections of problems with =93solution sets=94, or gold s=
tandards</div>
<div style=3D"font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, =
Calibri, Helvetica, sans-serif; font-size: 12pt; color: rgb(0, 0, 0);" clas=
s=3D"elementToProof">
- Technology standards with relationships to KR that were recently publishe=
d or are at an advanced stage of development that is already accessible to =
the public.</div>
<div style=3D"font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, =
Calibri, Helvetica, sans-serif; font-size: 12pt; color: rgb(0, 0, 0);" clas=
s=3D"elementToProof">
<br>
</div>
<div style=3D"font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, =
Calibri, Helvetica, sans-serif; font-size: 12pt; color: rgb(0, 0, 0);" clas=
s=3D"elementToProof">
In each case, the significance of the contribution =93in the wild=94 will b=
e an important evaluation criterion. Therefore, current active usage, user =
interest, or relevance to communities of researchers or practitioners shoul=
d be documented.</div>
<div style=3D"font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, =
Calibri, Helvetica, sans-serif; font-size: 12pt; color: rgb(0, 0, 0);" clas=
s=3D"elementToProof">
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Important Dates</div>
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The deadlines are AoE =96 Anywhere on Earth (UTC-12).</div>
<div style=3D"font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, =
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Submission of title and abstract: February 8, 2026</div>
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Paper submission deadline: February 13, 2026</div>
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Author response period: March 24-28, 2026</div>
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Notification of acceptance: April 13, 2026</div>
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Camera-ready due: May 3, 2026</div>
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Conference dates: July 20-23, 2026</div>
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################################################################</div>
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Submission Guidelines and Evaluation Criteria</div>
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s=3D"elementToProof">
Similarly as for the KR 2026 Main Track, submissions should be anonymous an=
d will be subject to double-anonymous peer review. However, when relevant t=
o the claimed significance, authors in the KR in the Wild track are allowed=
 to name the specific software,
 application, or artefact that they are reporting on, and they can claim to=
 be (among) the creators of that contribution.</div>
<div style=3D"font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, =
Calibri, Helvetica, sans-serif; font-size: 12pt; color: rgb(0, 0, 0);" clas=
s=3D"elementToProof">
<br>
</div>
<div style=3D"font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, =
Calibri, Helvetica, sans-serif; font-size: 12pt; color: rgb(0, 0, 0);" clas=
s=3D"elementToProof">
Contributions may be regular papers (up to 9 pages) or short papers (up to =
4 pages), including abstract, figures, and appendices (if any) but excludin=
g references and acknowledgements. Details on the submission process and fo=
rmatting instructions are provided
 on the KR 2026 website:</div>
<div style=3D"font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, =
Calibri, Helvetica, sans-serif; font-size: 12pt; color: rgb(0, 0, 0);" clas=
s=3D"elementToProof">
https://kr.org/KR2026/</div>
<div style=3D"font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, =
Calibri, Helvetica, sans-serif; font-size: 12pt; color: rgb(0, 0, 0);" clas=
s=3D"elementToProof">
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</div>
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Calibri, Helvetica, sans-serif; font-size: 12pt; color: rgb(0, 0, 0);" clas=
s=3D"elementToProof">
Submissions will be rigorously peer reviewed by PC members on the basis of =
the overall quality of their technical contribution, with special attention=
 to the suitability of submissions in terms of the scope of the KR in the W=
ild Track. Due to the applied nature
 of the KR In the Wild Track, authors are recommended to make, as applicabl=
e, any relevant data and implementation code available to allow other resea=
rchers to reproduce the reported results.</div>
<div style=3D"font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, =
Calibri, Helvetica, sans-serif; font-size: 12pt; color: rgb(0, 0, 0);" clas=
s=3D"elementToProof">
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</div>
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Calibri, Helvetica, sans-serif; font-size: 12pt; color: rgb(0, 0, 0);" clas=
s=3D"elementToProof">
Accepted papers will be published in the KR 2026 proceedings. At least one =
author of each accepted paper is required to participate in the conference =
and present the work.</div>
<div style=3D"font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, =
Calibri, Helvetica, sans-serif; font-size: 12pt; color: rgb(0, 0, 0);" clas=
s=3D"elementToProof">
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Selection Process</div>
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</div>
<div style=3D"font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, =
Calibri, Helvetica, sans-serif; font-size: 12pt; color: rgb(0, 0, 0);" clas=
s=3D"elementToProof">
The submissions will be selected based on the excellent scientific quality,=
 potential impact, correctness, novelty, originality, significance of resul=
ts, clarity, and quality of the presentation.</div>
<div style=3D"font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, =
Calibri, Helvetica, sans-serif; font-size: 12pt; color: rgb(0, 0, 0);" clas=
s=3D"elementToProof">
Additionally, track-relevant criteria will be considered. This includes the=
 impact and novelty of the application setting or system presented; quality=
 of empirical evaluation; and availability of resources (data, benchmarks, =
implementation, etc).</div>
<div style=3D"font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, =
Calibri, Helvetica, sans-serif; font-size: 12pt; color: rgb(0, 0, 0);" clas=
s=3D"elementToProof">
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</div>
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Inquiries</div>
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<br>
</div>
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Calibri, Helvetica, sans-serif; font-size: 12pt; color: rgb(0, 0, 0);" clas=
s=3D"elementToProof">
Inquiries should be sent by email to [email protected] and will be =
handled by the KR in the Wild Track chairs:</div>
<div style=3D"font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, =
Calibri, Helvetica, sans-serif; font-size: 12pt; color: rgb(0, 0, 0);" clas=
s=3D"elementToProof">
<br>
</div>
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Calibri, Helvetica, sans-serif; font-size: 12pt; color: rgb(0, 0, 0);" clas=
s=3D"elementToProof">
Markus Kr=F6tzsch, TU Dresden</div>
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Alexandra Russo, Imperial College London</div>
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