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Shirong Shen

3 accepted papers

2022

Event Causality Identification via Derivative Prompt Joint Learning

COLING 2022main

This paper studies event causality identification, which aims at predicting the causality relation for a pair of events in a sentence. Regarding event causality identification as a supervised classification task, most existing methods suffer from the problem of insufficient annotated data. In this p…

2021

Simple or Complex? Complexity-controllable Question Generation with Soft Templates and Deep Mixture of Experts Model

EMNLP 2021finding

The ability to generate natural-language questions with controlled complexity levels is highly desirable as it further expands the applicability of question generation. In this paper, we propose an end-to-end neural complexity-controllable question generation model, which incorporates a mixture of e…

Cited by 17SourcePDFScholar
2020

Hierarchical Chinese Legal event extraction via Pedal Attention Mechanism

COLING 2020main

Event extraction plays an important role in legal applications, including case push and auxiliary judgment. However, traditional event structure cannot express the connections between arguments, which are extremely important in legal events. Therefore, this paper defines a dynamic event structure fo…