Wenrui Liao — accepted AI-conference papers

2025

BAR: A Backward Reasoning based Agent for Complex Minecraft Tasks

Weihong Du, Wenrui Liao, Binyu Yan, Hongru Liang, Anthony G Cohn, Wenqiang Lei

ACL 2025finding

Large language model (LLM) based agents have shown great potential in following human instructions and automatically completing various tasks. To complete a task, the agent needs to decompose it into easily executed steps by planning. Existing studies mainly conduct the planning by inferring what st…

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2024

PAGED: A Benchmark for Procedural Graphs Extraction from Documents

Weihong Du, Wenrui Liao, Hongru Liang, Wenqiang Lei

ACL 2024long

Automatic extraction of procedural graphs from documents creates a low-cost way for users to easily understand a complex procedure by skimming visual graphs. Despite the progress in recent studies, it remains unanswered: whether the existing studies have well solved this task (Q1) and whether the em…

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