AAAI 2024 Workshop NuCLeaR Submissions

Neuro-Symbolic Representations of 3D Scenes using Universal Scene Description Language
M Shifat Hossain, Md Rubel Ahmed, Laura Pullum, Sumit Jha, Rickard Ewetz
- Published: 11 Dec 2023, Last Modified: 18 Dec 2023
- NuCLeaR 2024
- Readers: Everyone
RDR: The Recap, Deliberate, and Respond Method for Enhanced Language Understanding
Yuxin Zi, Hariram Veeramani, Kaushik Roy, Amit P. Sheth
- Published: 11 Dec 2023, Last Modified: 23 Dec 2023
- NuCLeaR 2024
- Readers: Everyone
Combining Case-Based Reasoning with Deep Learning: Context and Ongoing Case Feature Learning Research
David Leake, Zachary Wilkerson, David J. Crandall
- Published: 11 Dec 2023, Last Modified: 22 Dec 2023
- NuCLeaR 2024
- Readers: Everyone
ChatLogic: Integrating Logic Programming with Large Language Models for Multi-step Reasoning
Zhongsheng Wang, Jiamou Liu, Qiming Bao, Hongfei Rong, Jingfeng Zhang
- Published: 11 Dec 2023, Last Modified: 21 Dec 2023
- NuCLeaR 2024
- Readers: Everyone
Towards Consistent Language Models Using Controlled Prompting and Decoding
Jasmin Mousavi, Arash Termehchy
- Published: 11 Dec 2023, Last Modified: 05 Feb 2024
- NuCLeaR 2024
- Readers: Everyone
CRoW: Benchmarking Commonsense Reasoning in Real-World Tasks
Mete Ismayilzada, Debjit Paul, Syrielle Montariol, Mor Geva, Antoine Bosselut
- Published: 11 Dec 2023, Last Modified: 18 Dec 2023
- NuCLeaR 2024
- Readers: Everyone
DeiSAM: Segment Anything with Deictic Prompting
Hikaru Shindo, Manuel Brack, Gopika Sudhakaran, Devendra Singh Dhami, Patrick Schramowski, Kristian Kersting
- Published: 11 Dec 2023, Last Modified: 22 Dec 2023
- NuCLeaR 2024
- Readers: Everyone
Counting Reward Automata: Sample Efficient Reinforcement Learning Through The Exploitation of Reward Function Structure
Tristan Bester, Benjamin Rosman, Steven James, Geraud Nangue Tasse
- Published: 11 Dec 2023, Last Modified: 19 Dec 2023
- NuCLeaR 2024
- Readers: Everyone
Improving Multi-Hop Reasoning in LLMs by Learning from Rich Human Feedback
Nitish Joshi, Koushik Kalyanaraman, Zhiting Hu, Kumar Chellapilla, He He, Li Erran Li
- Published: 11 Dec 2023, Last Modified: 24 Dec 2023
- NuCLeaR 2024
- Readers: Everyone
Fine-Tuning Language Models Using Formal Methods Feedback
Yunhao Yang, Neel P. Bhatt, Tyler Ingebrand, William Ward, Steven Carr, Zhangyang Wang, ufuk topcu
- Published: 11 Dec 2023, Last Modified: 20 Dec 2023
- NuCLeaR 2024
- Readers: Everyone
Plan-SOFAI: A Neuro-Symbolic Planning Architecture
Francesco Fabiano, Vishal Pallagani, Marianna Bergamaschi Ganapini, Lior Horesh, Andrea Loreggia, Keerthiram Murugesan, Francesca Rossi, Biplav Srivastava
- Published: 11 Dec 2023, Last Modified: 22 Dec 2023
- NuCLeaR 2024
- Readers: Everyone
Learning Safety Constraints From Demonstration Using One-Class Decision Trees
Mattijs Baert, Sam Leroux, Pieter Simoens
- Published: 11 Dec 2023, Last Modified: 14 Dec 2023
- NuCLeaR 2024
- Readers: Everyone
Towards Generalization in Subitizing with Neuro-Symbolic Loss using Holographic Reduced Representations
Mohammad Mahmudul Alam, Edward Raff, Tim Oates
- Published: 11 Dec 2023, Last Modified: 15 Dec 2023
- NuCLeaR 2024
- Readers: Everyone
TaxoKnow: Taxonomy as Prior Knowledge in the Loss Function of Multi-class Classification
Mohsen Pourvali, Yao Meng, Chen Sheng, Yangzhou Du
- Published: 11 Dec 2023, Last Modified: 21 Dec 2023
- NuCLeaR 2024
- Readers: Everyone
Domain Specific Question Answering Over Knowledge Graphs Using Logical Programming and Large Language Models
Navid Madani, Kenneth Joseph, Rohini Srihari
- Published: 11 Dec 2023, Last Modified: 13 Dec 2023
- NuCLeaR 2024
- Readers: Everyone