Hi, here is a probably useful repo for Structured Prediction tasks.
(* 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.)
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"A Survey of Active Learning for Natural Language Processing": details
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"Transfer Learning from Semantic Role Labeling to Event Argument Extraction with Template-based Slot Querying": details
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"On the Benefit of Syntactic Supervision for Cross-lingual Transfer in Semantic Role Labeling": details
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"Comparing Span Extraction Methods for Semantic Role Labeling": details
(* The following ones are using the older version of zmsp-v1.)
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"An Empirical Exploration of Local Ordering Pre-training for Structured Prediction": details
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"A Two-Step Approach for Implicit Event Argument Detection": details
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Some other parsers for interested readers: details
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"An Empirical Investigation of Structured Output Modeling for Graph-based Neural Dependency Parsing": details
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"On Difficulties of Cross-Lingual Transfer with Order Differences: A Case Study on Dependency Parsing": details