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Collection : Universite De Perpignan
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Conference

Neurosymbolic AI for Natural Language Inference in French : combining LLMs and theorem provers for semantic parsing and natural language reasoning

Subjects: Neurosymbolic AI; Semantic parsing; Natural language reasoningDüsseldorf; Germany

  • Source: 16th International Conference on Computational Semantics (IWCS 2025)https://hal.science/hal-0535087516th International Conference on Computational Semantics (IWCS 2025), Heinrich Heine

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Conference

Hybrid AI with LLMs and Theorem Provers for Semantic Parsing and Natural Language Inference for French

Subjects: [INFO]Computer Science [cs]; [INFO.INFO-AI]Computer Science [cs]/Artificial Intelligence [cs.AI]; [INFO.INFO-CL]Computer Science [cs]/Computation and Language [cs.CL]Amsterdam; Netherlands

  • Source: FoMo 2025 - ELLIS Winter School on Foundation Models ; https://hal.science/hal-05002405 ; FoMo 2025 - ELLIS Winter School on Foundation Models, Mar 2025, Amsterdam, Netherlands. , 2025 ;

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LLMs Do It All: A Reality Check with Formal Concepts

Subjects: LLM; Formal Concept Analysis; [INFO.INFO-AI]Computer Science [cs]/Artificial Intelligence [cs.AI]

  • Source: https://hal-lirmm.ccsd.cnrs.fr/lirmm-05244628 ; 2025.

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Conference

MAEVa: Ein hybrider Ansatz zur Zuordnung agroökologischer Versuchsvariablen ; MAEVa: A Hybrid Approach for Matching Agroecological Experiment Variables ; MAEVa : Une approche hybride pour la mise en relation des variables expérimentales agroécologiques ; MAEVa: Un approccio ibrido per l'associazione delle variabili degli esperimenti agroecologici

Subjects: Large language models (LLMs); Pre-trained language models (PLMs); Hybrid-based similarityDijon; France

  • Source: RJCIA 2025 - Rencontres des Jeunes Chercheurs en Intelligence Artificielle ; https://hal.science/hal-05166794 ; RJCIA 2025 - Rencontres des Jeunes Chercheurs en Intelligence Artificielle, Jun 2025,

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Academic Journal

MAEVa: A hybrid approach for matching agroecological experiment variables

Subjects: Hybrid-based similarity; Pretrained Language Models (PLMs); Large Language Models (LLMs)

  • Source: ISSN: 2949-7191 ; Natural Language Processing Journal ; https://hal.science/hal-05287424 ; Natural Language Processing Journal, 2025, 13, pp.100180. ⟨10.1016/j.nlp.2025.100180⟩.

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Academic Journal

A benchmark of expert-level academic questions to assess AI capabilities

Subjects: [INFO.INFO-LG]Computer Science [cs]/Machine Learning [cs.LG]; [INFO.INFO-AI]Computer Science [cs]/Artificial Intelligence [cs.AI]; [INFO.INFO-CL]Computer Science [cs]/Computation and Language [cs.CL]

  • Source: ISSN: 0028-0836.

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Report

Benchmarking Large Language Models on Floating-Point Error Classification

Subjects: Large Language Models; computer arithmetic; numerical error

  • Source: https://hal.science/hal-05560550 ; 2026.

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Conference

'Only ChatGPT gets me': An Empirical Analysis of GPT versus other Large Language Models for Emotion Detection in Text

Subjects: BERT; Emotion Detection; Emotion ModelSydney; Australia

  • Source: WWW 2025 - ACM Web Conference ; https://hal.science/hal-04954860 ; WWW 2025 - ACM Web Conference, Apr 2025, Sydney, Australia. ⟨10.1145/3701716.3718375⟩ ;

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Conference

Gypscie-KG: Building a Logic-Based Approach for Knowledge Graph Data Integration View in ML Systems

Subjects: LLM; Data integration; Machine learningFortaleza; Brazil

  • Source: LAGO 2025 – LLMs, Análise de Grafos e Ontologias (SBBD) ; https://hal-lirmm.ccsd.cnrs.fr/lirmm-05229486 ; LAGO 2025 – LLMs, Análise

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Conference

LLM-Assisted Relational Concept Analysis for Class Model Restructuring

Subjects: Refactoring; Class model refactoring; UMLCluj-Napoca; Romania

  • Source: Conceptual Knowledge Structures Second International Joint Conference, CONCEPTS 2025, Cluj-Napoca, Romania, September 8–12, 2025, Proceedings ; 2. International Joint Conference on Conceptual

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