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Collection of software components for natural language processing (NLP) based on the Apache UIMA framework.

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**Describe the refactoring action** Remove NLP4J module. **Expected benefit** Less code to maintain.

Module-nlp4j
💀 Removal

**Describe the refactoring action** Drop ClearNLP module. **Expected benefit** Less code to maintain.

Module-clearnlp
💀 Removal

This looks like a very nice project with lots of effort put into it. I really appreciate that. However the documentation is severely lacking. There is no usable Getting Started...

⭐️ Enhancement
Module-doc

Refactor conversions into more reusable/uniform units. E.g. have classes called "X2Y" with a method "convert(source, target)".

⭐️ Enhancement

Sometimes it is difficult/infeasible to limit number of output CAS by only using include/exclude patterns. Such as a folder with many similarly named files, or zip files, or when each...

⭐️ Enhancement
Module-api.io
🐾Good first issue

Some time ago I had a discussion with @reckart about a project I am working on where we need paragraph- or even sentence-level language annotations in our document. Then the...

⭐️ Enhancement
Module-api.segmentation

Add support for document-level key-value metadata. I imagine something like this: ``` === Variant 1 MetaDataEntry extends Annotation { String: key String: value } // Simplest option only allowing String...

⭐️ Enhancement
Module-api.metadata

Better support for CoNLL-U v2: - [ ] document boundary (`# newdoc`) - [ ] document ID (`# newdoc id = mf920901-001`) - [ ] paragraph boundary at sentence beginning...

⭐️ Enhancement
Module-io.conll

It would be nice if DKPro would support a score feature of some sorts. The tools then can store the prediction probabillity in this field. It would be useful for...

⭐️ Enhancement

Available here: http://macss.dfki.de/data/dependency_parser/UD_German_Clinical_retrain_250_0.gz

⭐️ Enhancement
Module-stanfordnlp