[CfP] Last Deadline Reminder - NL4AI @ AIxIA 2026 - 9th Workshop on Natural Language for Artificial Intelligence | 6-9 October 2026, Perugia, Italy

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[Apologies for Cross Posting]

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NL4AI 2026 =E2=80=93 9th Workshop on Natural Language for Artificial Intell=
igence,
at the 24th International Conference of the Italian Association for
Artificial Intelligence (AIxIA 2026)
6=E2=80=939 October 2026 | Perugia, Italy
=E2=95=90=E2=95=90=E2=95=90=E2=95=90=E2=95=90=E2=95=90=E2=95=90=E2=95=90=E2=
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Website: http://sag.art.uniroma2.it/NL4AI/
Contact Email:   [email protected]

=E2=94=80=E2=94=80 IMPORTANT DATES =E2=94=80=E2=94=80=E2=94=80=E2=94=80=E2=
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[EXTENDED] Paper Submission deadline: 24 July 2026, 23:59 AoE (Firm
Deadline)=F0=9F=9A=A8
Notification to authors:   19 August 2026
Camera-ready due:         26 August 2026
Workshop Dates:               6=E2=80=939 October 2026
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We invite submissions to NL4AI 2026, the Ninth Workshop on Natural Language
for Artificial Intelligence, to be held in Perugia from the 6th to the 9th
of October 2026, within the 24th International Conference of the Italian
Association for Artificial Intelligence (AIxIA 2026), and supported by AILC
(http://www.ai-lc.it/).

The goal of NL4AI is to explore the role of Computational Linguistics and
Natural Language Processing in Artificial Intelligence applications. We
believe that new technological challenges and opportunities arise at the
boundary between NLP and AI. On the one hand, AI applications benefit from
a deeper understanding of problems related to Natural Language, and thus
the integration of advanced NLP techniques. On the other hand, NLP benefits
greatly from being used in wider areas of AI where problems and
methodologies related to NL can be evaluated in new contexts.

TOPICS OF INTEREST

Topics include but are not limited to:
NLP and AI Applications (health, legal domain, social media and journalism,
etc.)
Natural Language Interfaces for Human Robot Interaction
Resources, Benchmarks, and Evaluation
Discourse and Pragmatics
Semantics
Natural Language Generation
Creativity, Style, and Narrative Generation
Summarization
Information Extraction in AI Applications
Machine Learning for NLP
LLMs, Foundation Models and Applications
Interpretability, Explainability and Analysis of Models for NLP
Natural Language Inference
Question Answering and Reading Comprehension
Sentiment Analysis, Opinion Mining, and Argumentation
Abusive Language Detection and Analysis
NLP for Fact Checking, Fake News Detection and Analysis
Conversational Agents in Human-Computer Interaction
Speech and Spoken Language Processing
Language and other Multimodality
Multimodal (text-image) data sources
Machine Translation and Multilinguality
Low-Resource NLP and Linguistic Diversity
Cognitive Modeling and Psycholinguistics
Computational Historical Linguistics, Social Science, and Cultural Analytic=
s
Ethics, Fairness, and Societal Impacts of NLP
NLP and Industrial Challenges
Accepted papers will be published in the workshop proceedings via CEUR
Workshop Proceedings. Depending on the number and quality of papers
received, we will consider proposing a special issue in relevant journals.
The Program Committee will select the Best Workshop Paper from the accepted
papers.

SUBMISSIONS

We encourage original submissions that describe new theoretical models,
applied techniques, and research in progress. Substantial extensions to
works already published or presented in other locations are welcome as well=
.

We invite two kinds of submissions:
Short/Demo Paper. Maximum length of 6 pages + up to 2 pages of
Acknowledgements/Declaration on Generative AI/References
Regular Papers. Maximum length of 12 pages + up to 2 pages of references
Acknowledgements/Declaration on Generative AI/References.

Please note that papers with less than 25000 characters will be considered
short papers in the CEUR proceedings.

Submissions Evaluation. Submissions will be peer-reviewed (single-blind) by
the program committee members. Evaluation criteria will include novelty,
significance for theory/practice, technical soundness, and quality of
presentation. Note that reviewers will not be required to evaluate
appendices providing a review of the papers. Appendices are intended for
including details for reproducibility and/or additional results.

How to Submit. Proceedings shall be submitted to CEUR-WS.org for online
publication and all papers must follow the 2022 CEUR-ART - 1 Column paper
style.
The LaTeX template can be downloaded as source file from the NL4AI website
or accessed as a Template in Overleaf.

All the papers should be submitted via EasyChair:
https://easychair.org/conferences/?conf=3Dnl4ai2026
Note: All submissions must be compatible with CEUR (https://ceur-ws.org/)
and include the CEUR Declaration on Generative AI section (
https://ceur-ws.org/GenAI/Policy.html). Papers missing this section will be
desk rejected.


WORKSHOP ORGANIZERS

Alessandro Bondielli (University of Pisa)
Giovanni Bonetta (Fondazione Bruno Kessler)
Elisa Leonardelli (Fondazione Bruno Kessler)
Irene Siragusa (University of Palermo)


We look forward to seeing you in Perugia!

The NL4AI 2026 Workshop Organizers

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<div dir=3D"ltr"><div>[Apologies for Cross Posting]<br><br>=E2=95=90=E2=95=
=90=E2=95=90=E2=95=90=E2=95=90=E2=95=90=E2=95=90=E2=95=90=E2=95=90=E2=95=90=
=E2=95=90=E2=95=90=E2=95=90=E2=95=90=E2=95=90=E2=95=90=E2=95=90=E2=95=90=E2=
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=95=90=E2=95=90=E2=95=90=E2=95=90=E2=95=90=E2=95=90=E2=95=90=E2=95=90=E2=95=
=90=E2=95=90=E2=95=90=E2=95=90=E2=95=90=E2=95=90=E2=95=90=E2=95=90<br>NL4AI=
 2026 =E2=80=93 9th Workshop on Natural Language for Artificial Intelligenc=
e, at the 24th International Conference of the Italian Association for Arti=
ficial Intelligence (AIxIA 2026)<br>6=E2=80=939 October 2026 | Perugia, Ita=
ly<br>=E2=95=90=E2=95=90=E2=95=90=E2=95=90=E2=95=90=E2=95=90=E2=95=90=E2=95=
=90=E2=95=90=E2=95=90=E2=95=90=E2=95=90=E2=95=90=E2=95=90=E2=95=90=E2=95=90=
=E2=95=90=E2=95=90=E2=95=90=E2=95=90=E2=95=90=E2=95=90=E2=95=90=E2=95=90=E2=
=95=90=E2=95=90=E2=95=90=E2=95=90=E2=95=90=E2=95=90=E2=95=90=E2=95=90=E2=95=
=90=E2=95=90=E2=95=90=E2=95=90=E2=95=90=E2=95=90=E2=95=90=E2=95=90=E2=95=90=
=E2=95=90=E2=95=90=E2=95=90=E2=95=90=E2=95=90=E2=95=90=E2=95=90=E2=95=90=E2=
=95=90=E2=95=90=E2=95=90=E2=95=90=E2=95=90=E2=95=90=E2=95=90=E2=95=90=E2=95=
=90=E2=95=90<br>Website: <a href=3D"http://sag.art.uniroma2.it/NL4AI/">http=
://sag.art.uniroma2.it/NL4AI/</a> <br>Contact Email: 	 =C2=A0 <a href=3D"ma=
ilto:[email protected]">[email protected]</a><br><br>=E2=94=80=E2=94=80=
 IMPORTANT DATES =E2=94=80=E2=94=80=E2=94=80=E2=94=80=E2=94=80=E2=94=80=E2=
=94=80=E2=94=80=E2=94=80=E2=94=80=E2=94=80=E2=94=80=E2=94=80=E2=94=80=E2=94=
=80=E2=94=80=E2=94=80=E2=94=80<br><br>[EXTENDED] Paper Submission deadline:=
 24 July 2026, 23:59 AoE (Firm Deadline)=F0=9F=9A=A8 <br>Notification to au=
thors: =C2=A0	19 August 2026<br>Camera-ready due: =C2=A0 =C2=A0 =C2=A0 =C2=
=A0 	26 August 2026<br>Workshop Dates: =C2=A0 =C2=A0 =C2=A0 =C2=A0 =C2=A0 =
=C2=A0 =C2=A0 	6=E2=80=939 October 2026<br>=E2=94=80=E2=94=80=E2=94=80=E2=
=94=80=E2=94=80=E2=94=80=E2=94=80=E2=94=80=E2=94=80=E2=94=80=E2=94=80=E2=94=
=80=E2=94=80=E2=94=80=E2=94=80=E2=94=80=E2=94=80=E2=94=80=E2=94=80=E2=94=80=
=E2=94=80=E2=94=80=E2=94=80=E2=94=80=E2=94=80=E2=94=80=E2=94=80=E2=94=80=E2=
=94=80=E2=94=80=E2=94=80=E2=94=80=E2=94=80=E2=94=80=E2=94=80=E2=94=80<br><b=
r>We invite submissions to NL4AI 2026, the Ninth Workshop on Natural Langua=
ge for Artificial Intelligence, to be held in Perugia from the 6th to the 9=
th of October 2026, within the 24th International Conference of the Italian=
 Association for Artificial Intelligence (AIxIA 2026), and supported by AIL=
C (<a href=3D"http://www.ai-lc.it/">http://www.ai-lc.it/</a>).<br><br>The g=
oal of NL4AI is to explore the role of Computational Linguistics and Natura=
l Language Processing in Artificial Intelligence applications. We believe t=
hat new technological challenges and opportunities arise at the boundary be=
tween NLP and AI. On the one hand, AI applications benefit from a deeper un=
derstanding of problems related to Natural Language, and thus the integrati=
on of advanced NLP techniques. On the other hand, NLP benefits greatly from=
 being used in wider areas of AI where problems and methodologies related t=
o NL can be evaluated in new contexts.<br><br>TOPICS OF INTEREST<br><br>Top=
ics include but are not limited to:<br>NLP and AI Applications (health, leg=
al domain, social media and journalism, etc.)<br>Natural Language Interface=
s for Human Robot Interaction<br>Resources, Benchmarks, and Evaluation<br>D=
iscourse and Pragmatics<br>Semantics<br>Natural Language Generation<br>Crea=
tivity, Style, and Narrative Generation<br>Summarization<br>Information Ext=
raction in AI Applications<br>Machine Learning for NLP<br>LLMs, Foundation =
Models and Applications<br>Interpretability, Explainability and Analysis of=
 Models for NLP<br>Natural Language Inference<br>Question Answering and Rea=
ding Comprehension<br>Sentiment Analysis, Opinion Mining, and Argumentation=
<br>Abusive Language Detection and Analysis<br>NLP for Fact Checking, Fake =
News Detection and Analysis<br>Conversational Agents in Human-Computer Inte=
raction<br>Speech and Spoken Language Processing<br>Language and other Mult=
imodality<br>Multimodal (text-image) data sources<br>Machine Translation an=
d Multilinguality<br>Low-Resource NLP and Linguistic Diversity<br>Cognitive=
 Modeling and Psycholinguistics<br>Computational Historical Linguistics, So=
cial Science, and Cultural Analytics<br>Ethics, Fairness, and Societal Impa=
cts of NLP<br>NLP and Industrial Challenges<br>Accepted papers will be publ=
ished in the workshop proceedings via CEUR Workshop Proceedings. Depending =
on the number and quality of papers received, we will consider proposing a =
special issue in relevant journals. The Program Committee will select the B=
est Workshop Paper from the accepted papers.<br><br>SUBMISSIONS<br><br>We e=
ncourage original submissions that describe new theoretical models, applied=
 techniques, and research in progress. Substantial extensions to works alre=
ady published or presented in other locations are welcome as well.<br><br>W=
e invite two kinds of submissions:<br>Short/Demo Paper. Maximum length of 6=
 pages + up to 2 pages of Acknowledgements/Declaration on Generative AI/Ref=
erences<br>Regular Papers. Maximum length of 12 pages + up to 2 pages of re=
ferences Acknowledgements/Declaration on Generative AI/References. <br><br>=
Please note that papers with less than 25000 characters will be considered =
short papers in the CEUR proceedings.<br><br>Submissions Evaluation. Submis=
sions will be peer-reviewed (single-blind) by the program committee members=
. Evaluation criteria will include novelty, significance for theory/practic=
e, technical soundness, and quality of presentation. Note that reviewers wi=
ll not be required to evaluate appendices providing a review of the papers.=
 Appendices are intended for including details for reproducibility and/or a=
dditional results.<br><br>How to Submit. Proceedings shall be submitted to =
CEUR-WS.org for online publication and all papers must follow the 2022 CEUR=
-ART - 1 Column paper style.<br>The LaTeX template can be downloaded as sou=
rce file from the NL4AI website or accessed as a Template in Overleaf.<br><=
br>All the papers should be submitted via EasyChair: <a href=3D"https://eas=
ychair.org/conferences/?conf=3Dnl4ai2026">https://easychair.org/conferences=
/?conf=3Dnl4ai2026</a> <br>Note: All submissions must be compatible with CE=
UR (<a href=3D"https://ceur-ws.org/">https://ceur-ws.org/</a>) and include =
the CEUR Declaration on Generative AI section (<a href=3D"https://ceur-ws.o=
rg/GenAI/Policy.html">https://ceur-ws.org/GenAI/Policy.html</a>). Papers mi=
ssing this section will be desk rejected.<br><br><br>WORKSHOP ORGANIZERS<br=
><br>Alessandro Bondielli (University of Pisa)<br>Giovanni Bonetta (Fondazi=
one Bruno Kessler)<br>Elisa Leonardelli (Fondazione Bruno Kessler)<br>Irene=
 Siragusa (University of Palermo)<br><br><br>We look forward to seeing you =
in Perugia!<br><br>The NL4AI 2026 Workshop Organizers<br><br><br><br><br></=
div></div>

<br>
<div style=3D"font-family:Arial,Helvetica,sans-serif"><span style=3D"font-s=
ize:x-small">--</span></div><div><div><font size=3D"1"><font face=3D"Arial,=
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one sono di natura=C2=A0</font><span style=3D"font-family:Arial,Helvetica,s=
ans-serif">privata e come tali sono da considerarsi riservate ed indirizzat=
e=C2=A0</span><span style=3D"font-family:Arial,Helvetica,sans-serif">esclus=
ivamente ai destinatari indicati e per le finalit=C3=A0 strettamente=C2=A0<=
/span><span style=3D"font-family:Arial,Helvetica,sans-serif">legate al rela=
tivo contenuto. Se avete ricevuto questo messaggio per=C2=A0</span><span st=
yle=3D"font-family:Arial,Helvetica,sans-serif">errore, vi preghiamo di elim=
inarlo e di inviare una comunicazione=C2=A0</span><span style=3D"font-famil=
y:Arial,Helvetica,sans-serif">all=E2=80=99indirizzo e-mail del mittente.</s=
pan></font></div></div><div style=3D"font-family:Arial,Helvetica,sans-serif=
"><font face=3D"Arial, Helvetica, sans-serif" size=3D"1">--</font></div><di=
v style=3D"font-family:Arial,Helvetica,sans-serif"><font size=3D"1">The inf=
ormation transmitted is intended only for the person or entity to which it =
is addressed and may contain confidential and/or privileged material. If yo=
u received this in error, please contact the sender and delete the material=
.</font></div>
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