Complex QA and language models hybrid architectures, Survey

X Daull, P Bellot, E Bruno, V Martin… - arXiv preprint arXiv …, 2023 - arxiv.org
This paper reviews the state-of-the-art of language models architectures and strategies for"
complex" question-answering (QA, CQA, CPS) with a focus on hybridization. Large …

Heterogeneous Knowledge for Augmented Modular Reinforcement Learning

L Wolf, M Musolesi - arXiv preprint arXiv:2306.01158, 2023 - arxiv.org
Existing modular Reinforcement Learning (RL) architectures are generally based on
reusable components, also allowing for``plug-and-play''integration. However, these modules …

Achieving Human-like Chatbots from Reasoning and Optimization Perspectives

YL Tuan - 2024 - search.proquest.com
Human-like chatbots–machines that can act as humans to chat about any topic–need to
listen, understand, reason, respond, and interactively learn to optimize the whole process …