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Shuaipeng Liu

2 accepted papers

2022

DESED: Dialogue-based Explanation for Sentence-level Event Detection

COLING 2022main

Many recent sentence-level event detection efforts focus on enriching sentence semantics, e.g., via multi-task or prompt-based learning. Despite the promising performance, these methods commonly depend on label-extensive manual annotations or require domain expertise to design sophisticated template…

2022

MUSIED: A Benchmark for Event Detection from Multi-Source Heterogeneous Informal Texts

EMNLP 2022main

Event detection (ED) identifies and classifies event triggers from unstructured texts, serving as a fundamental task for information extraction. Despite the remarkable progress achieved in the past several years, most research efforts focus on detecting events from formal texts (e.g., news articles,…