Hi, here are some tools possibly useful for Structured Prediction tasks.

Requirements and how to run, generally: here

How to configurate, generally: here

Related works:

"An Empirical Exploration of Local Ordering Pre-training for Structured Prediction": TODO

"A Two-Step Approach for Implicit Event Argument Detection": details

Some other parsers for interested readers: details

"An Empirical Investigation of Structured Output Modeling for Graph-based Neural Dependency Parsing": details

"On Difficulties of Cross-Lingual Transfer with Order Differences: A Case Study on Dependency Parsing": details