Zmsp

the Mingled Structured Predictor (zmsp)

Hi, here is a probably useful repo for Structured Prediction tasks.

Related works:

(* The following ones are using the current version of zmsp-vX.)

• "Data-efficient Active Learning for Structured Prediction with Partial Annotation and Self-Training": details

(* The following ones are using the older version of zmsp-v2.)

• "A Survey of Active Learning for Natural Language Processing": details

• "Transfer Learning from Semantic Role Labeling to Event Argument Extraction with Template-based Slot Querying": details

• "On the Benefit of Syntactic Supervision for Cross-lingual Transfer in Semantic Role Labeling": details

• "Comparing Span Extraction Methods for Semantic Role Labeling": details

(* The following ones are using the older version of zmsp-v1.)

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

• "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