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Pinli Zhu

2 accepted papers

2025

Sequence Structure Aware Retriever for Procedural Document Retrieval: A New Dataset and Baseline

EMNLP 2025

Execution failures are common in daily life when individuals perform procedural tasks, such as cooking or handicrafts making. Retrieving relevant procedural documents that align closely with both the content of steps and the overall execution sequence can help correct these failures with fewer modif

2024

Grounded Multimodal Procedural Entity Recognition for Procedural Documents: A New Dataset and Baseline

COLING 2024main

Much of commonsense knowledge in real world is the form of procudures or sequences of steps to achieve particular goals. In recent years, knowledge extraction on procedural documents has attracted considerable attention. However, they often focus on procedural text but ignore a common multimodal sce…

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