36.1056, Confs: 5th Workshop on Natural Logic Meets Machine Learning (Germany)

[The LINGUIST List]

LINGUIST List: Vol-36-1056. Thu Mar 27 2025. ISSN: 1069 - 4875.

Subject: 36.1056, Confs: 5th Workshop on Natural Logic Meets Machine Learning (Germany)

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Date: 25-Mar-2025
From: Lasha Abzianidze [L.Abzianidze at uu.nl]
Subject: 5th Workshop on Natural Logic Meets Machine Learning


5th Workshop on Natural Logic Meets Machine Learning
Short Title: NALOMA

Date: 04-Aug-2025 - 08-Aug-2025
Location: Bochum, Germany
Meeting URL: https://naloma.github.io

Linguistic Field(s): Computational Linguistics; Semantics

Submission Deadline: 25-Apr-2025

The 5th iteration of the NALOMA (Natural Logic Meets Machine Learning)
workshop invites submissions on any (theoretical or computational)
aspect of hybrid methods concerning Natural Language Understanding and
Reasoning (NLU&R). The topics include but are not limited to:
 - Hybrid NLU&R systems that integrate logic-based/symbolic methods
with neural networks
 - Explainable NLU&R (with structured explanations)
 - Opening the black-box of deep learning in NLU&R
 - Downstream applications of hybrid NLU&R systems
 - Probabilistic semantics for NLU&R
 - Comparison and contrast between symbolic and deep learning work on
NLU&R
 - Creation, criticism, refinement, and augmentation of NLU&R datasets
 - (Dis)Alignment of humans and machines on NLU&R tasks
 - Addressing inherent human disagreements in NLU&R tasks
 - Generalization of NLU&R systems
 - Fine-grained evaluation of NLU&R systems
NALOMA accepts archival papers (to appear in the ACL anthology
proceedings) and (non-archival) extended abstracts.
The workshop is co-located with ESSLLI (https://2025.esslli.eu),
4-8 August 2025, Bochum (Germany).
The submission deadline is 25 April 2025.
Visit https://naloma.github.io for more details.



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