36.479, Confs: Computational Linguistics; Semantics / Germany

[The LINGUIST List]

LINGUIST List: Vol-36-479. Wed Feb 05 2025. ISSN: 1069 - 4875.

Subject: 36.479, Confs: Computational Linguistics; Semantics / Germany

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Date: 04-Feb-2025
From: Lasha Abzianidze [L.Abzianidze at uu.nl]
Subject: 5th workshop on Natural Logic Meets Machine Learning (NALOMA)


5th workshop on Natural Logic Meets Machine Learning (NALOMA)

Location: ESSLLI in Bochum, Germany
Meeting URL: https://naloma.github.io/

Linguistic Field(s): Computational Linguistics; Semantics

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. 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), 28
July-8 August 2025, Bochum (Germany).
The submission deadline is 25 April.
Please visit https://naloma.github.io for more details about the call.



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