| Vol-3644 urn:nbn:de:0074-3644-4 Copyright © 2023 for the individual papers by the papers' authors. Copyright © 2023 for the volume as a collection by its editors. This volume and its papers are published under the Creative Commons License Attribution 4.0 International (CC BY 4.0).

# CogAI 2023
Cognitive AI 2023

### Proceedings of the International Workshop on Cognitive AI 2023
co-located with the 3rd International Conference on Learning & Reasoning (IJCLR 2023)

### Bari, Italy, 13-15 November 2023.

Edited by

### Pablo León Villagrá *
Xue Li **

* Brown University, USA
** University of Edinburgh, School of Informatics, UK

## Table of Contents

- Preface
  Summary: There were 12 papers submitted for peer-review to this workshop. Out of these, 10 papers were accepted for this volume. Among these, 1 was withdraw by authors because they decided to extend their study. Thus, 9 papers are published in this proceeding.

### Session 1: Cognitive Intelligence

- A Cognitive Architecture for Integrated Robot Systems
  Mohan Sridharan
- Word Association Network of English Words Unique to Singapore English
  Jin Jye Wong, Cynthia S. Q. Siew
- Active Learning in Neurosymbolic AI with Embed2Sym
  Alexander Philipp Rader, Alessandra Russo

### Session 2: Communication

- Intonation Template Matching for Syllable-Level Prosody Encoding
  Abdul Rehman, Jian Jun Zhang, Xiaosong Yang
- Cognitive Load of Modern TTS Systems Under Noisy Conditions
  Avashna Govender, Simon King
- Sound Symbolism in Automatic Emotion Recognition and Sentiment Analysis
  Alexander J. Kilpatrick

### Session 3: Representation Repair

- Automating Theory Repair in First Order Logic
  Wan Ki Wong, Xue Li, Alan Bundy
- An Overview of Using Large Language Models for the Symbol Grounding Task in ABC Repair System
  Pak Yin Chan, Xue Li, Alan Bundy
- Logic and Theory Repair in Legal Modification
  Yiwei Lu, Yuhui Lin, Xue Li, Alan Bundy, Burkhard Schafer, Andrew Ireland

2023-12-01: submitted by Xue Li , metadata incl. bibliographic data published under Creative Commons CC0
2024-02-22: published on CEUR Workshop Proceedings (CEUR-WS.org, ISSN 1613-0073) |valid HTML5|