Query Performance Prediction: Techniques and Applications in Modern Information Retrieval

N Arabzadeh, C Meng, M Aliannejadi… - Proceedings of the 2024 …, 2024 - dl.acm.org
Query Performance Prediction is a key task in IR, focusing on estimating the retrieval quality
of a given query without relying on human-labeled relevance judgments. Over the decades …

Instruction following with goal-conditioned reinforcement learning in virtual environments

Z Volovikova, A Skrynnik, P Kuderov, AI Panov - ECAI 2024, 2024 - ebooks.iospress.nl
In this study, we address the issue of enabling an artificial intelligence agent to execute
complex language instructions within virtual environments. In our framework, we assume …

Large Language Models as Minecraft Agents

C Madge, M Poesio - arxiv preprint arxiv:2402.08392, 2024 - arxiv.org
In this work we examine the use of Large Language Models (LLMs) in the challenging
setting of acting as a Minecraft agent. We apply and evaluate LLMs in the builder and …