https://github.com/zzsfornlp/zmsp

The Mingled Structured Predictor
https://github.com/zzsfornlp/zmsp

dependency-parsing semantic-role-labeling structured-prediction

Last synced: 2 months ago
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The Mingled Structured Predictor

• Host: GitHub
• URL: https://github.com/zzsfornlp/zmsp
• Owner: zzsfornlp
• License: gpl-3.0
• Created: 2019-05-16T20:51:13.000Z (over 5 years ago)
• Default Branch: main
• Last Pushed: 2024-03-28T05:50:09.000Z (9 months ago)
• Last Synced: 2024-08-01T23:40:23.263Z (5 months ago)
• Topics: dependency-parsing, semantic-role-labeling, structured-prediction
• Language: Python
• Homepage:
• Size: 6.8 MB
• Stars: 29
• Watchers: 7
• Forks: 7
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

Awesome Lists containing this project

README

        
### the Mingled Structured Predictor (zmsp)

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

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#### Related works:

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

- "Data-efficient Active Learning for Structured Prediction with Partial Annotation and Self-Training": [details](./mspx/docs/al4sp/readme.md)

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(* The following ones are using the older version of zmsp-[v2](./msp2).)

- "A Survey of Active Learning for Natural Language Processing": [details](./msp2/docs/al4nlp/readme.md)

- "Transfer Learning from Semantic Role Labeling to Event Argument Extraction with Template-based Slot Querying": [details](./msp2/docs/srl2arg/readme.md)

- "On the Benefit of Syntactic Supervision for Cross-lingual Transfer in Semantic Role Labeling": [details](./msp2/docs/srl_cl/readme.md)

- "Comparing Span Extraction Methods for Semantic Role Labeling": [details](./msp2/docs/srl_span/readme.md)

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

- "An Empirical Exploration of Local Ordering Pre-training for Structured Prediction": [details](./v1/docs/lbag.md)

- "A Two-Step Approach for Implicit Event Argument Detection": [details](./v1/docs/iarg.md)

- Some other parsers for interested readers: [details](./v1/docs/sop.md)

- "An Empirical Investigation of Structured Output Modeling for Graph-based Neural Dependency Parsing": [details](./v1/docs/emp_graph.md)

- "On Difficulties of Cross-Lingual Transfer with Order Differences: A Case Study on Dependency Parsing": [details](./v1/docs/cl0.md)