OpenToM: A Comprehensive Benchmark for Evaluating Theory-of-Mind Reasoning Capabilities of Large Language Models
The paper introduces OpenToM, a new benchmark for evaluating the Neural Theory-of-Mind (N-ToM), the machine’s ability to…
Limits of Large Language Models in Debating Humans
This research investigates the capabilities of Large Language Models (LLMs) in debate-based opinion consensus formation. It tests…
TWIG: Towards pre-hoc Hyperparameter Optimisation and Cross-Graph Generalisation via Simulated KGE Models
The paper discusses TWIG (Topologically-Weighted Intelligence Generation), an innovative paradigm for simulating the output of Knowledge Graph…
Veni, Vidi, Vici: Solving the Myriad of Challenges before Knowledge Graph Learning
The article discusses the challenges in Knowledge Graph (KG) learning due to its immense size. Four key…
DeAL: Decoding-time Alignment for Large Language Models
This academic paper introduces DeAL, a framework for Decoding-time Alignment of Large Language Models (LLMs). Current techniques…
LLaVA-Docent: Instruction Tuning with Multimodal Large Language Model to Support Art Appreciation Education
This research uses multimodal large language models (MLLMs) to enhance art appreciation education. The study introduces LLaVA-Docent,…
Prompt Learning on Temporal Interaction Graphs
The paper discusses challenges in Temporal Interaction Graphs (TIGs) used in systems like e-commerce and social networks….
Modelling Human Values for AI Reasoning
The article discusses the importance of integrating human values into AI systems, a concept known as ‘value…
Human Aesthetic Preference-Based Large Text-to-Image Model Personalization: Kandinsky Generation as an Example
The article discusses a new approach in Generative Artificial Intelligence, specifically large text-to-image models. It introduces a…
Le Nozze di Giustizia. Interactions between Artificial Intelligence, Law, Logic, Language and Computation with some case studies in Traffic Regulations and Health Care
This academic paper by Joost J. Joosten and Manuela Montoya Garcia delves into the relationship between Artificial…