The AnnCor CHILDES Treebank (L18-1)

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Challenge: Using the AnnCor CHILDES Treebank, we assign adult grammar syntactic structures to children's utterances.
Approach: They propose a partially manually verified treebank for Dutch CHILDES corpora . they argue that human annotation and automatic checks on this annotation must go hand in hand .
Outcome: The AnnCor CHILDES Treebank is the first partially manually verified treebank for Dutch CHILdes corpora.

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A Universal Dependencies Treebank of Ancient Hebrew (2022.lrec-1)

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Challenge: Using a rule-based parser, we construct a treebank with morphological annotations of Ancient Hebrew . the Hebrew Scriptures are a collection of 39 books written in the first millennium BC in Ancient Hebrew.
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Spoken Language Treebanks in Universal Dependencies: an Overview (2022.lrec-1)

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Challenge: spoken language treebanks have divergent annotation schemes limiting cross-resource explorations . many spoken language trees have no written form, but many of the world languages have no spoken form at all.
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Building a Universal Dependencies Treebank for Occitan (2020.lrec-1)

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Challenge: Low-resourced regional, non-official or minority languages often face lack of institutional support . low-resource languages often find themselves in a similar situation .
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The Tembusu Treebank: An English Learner Treebank (2022.lrec-1)

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Challenge: a new treebank is created to help diagnose ungrammatical sentences using mal-rules . the Tembusu Learner Treebank is an open treebank created from the corpus of Learner English .
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The DReaM Corpus: A Multilingual Annotated Corpus of Grammars for the World’s Languages (2020.lrec-1)

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Challenge: Until recently, language descriptions were available in paper form only, with indexes as the only search aid.
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A Penn-style Treebank of Middle Low German (2020.lrec-1)

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Challenge: attestation for Middle Low German is rich, but its syntax remains relatively understudied.
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Universal Dependencies v2: An Evergrowing Multilingual Treebank Collection (2020.lrec-1)

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Challenge: Universal Dependencies is an open community effort to create cross-linguistically consistent treebank annotation for many languages.
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Cheating a Parser to Death: Data-driven Cross-Treebank Annotation Transfer (L18-1)

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Challenge: Using annotated corpus for linguistic purposes is no longer justified . hand-crafted syntactic resources such as grammars and lexicons can be used as sources of features to guide data driven systems.
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Yorùbá Dependency Treebank (YTB) (2020.lrec-1)

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Challenge: Low-resource languages present enormous NLP opportunities as well as varying degrees of difficulties.
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