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Posted to issues@opennlp.apache.org by "Kristian Rickert (Jira)" <ji...@apache.org> on 2026/09/20 17:49:00 UTC

[jira] [Created] (OPENNLP-1991) Add a feedforward neural dependency parser

Kristian Rickert created OPENNLP-1991:
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             Summary: Add a feedforward neural dependency parser
                 Key: OPENNLP-1991
                 URL: https://issues.apache.org/jira/browse/OPENNLP-1991
             Project: OpenNLP
          Issue Type: Improvement
            Reporter: Kristian Rickert


Add a feedforward neural implementation of the dependency parser API introduced by OPENNLP-547. Use OpenNLP’s standard model container, artifact serializers, TrainingParameters, factory, and CLI conventions. Include deterministic training, greedy and beam decoding, model round-trip tests, and held-out Universal Dependencies evaluation. Address the deferred review feedback on shared scoring/training logic and parser-owned caches.  Implement this without new dependencies.

The list above may still get this ticket to further split.  For now this is a placeholder to capture the code that was moved out of OPENNLP-547.  I'll edit after 547 is merged.



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