Dependency Parsing
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Benchmarks
Penn Treebank
Universal Dependencies
GENIA - LAS
GENIA - UAS
Tweebank
CoNLL-2009
French GSD
ParTUT
Sequoia Treebank
Spoken Corpus
UD2.5 test
100STLYE-Labelled
Chinese Treebank
DaNE
NLPCC-2019
Most implemented
Deep Biaffine Attention for Neural Dependency Parsing
CamemBERT: a Tasty French Language Model
Transition-Based Dependency Parsing with Stack Long Short-Term Memory
SciBERT: A Pretrained Language Model for Scientific Text
KLUE: Korean Language Understanding Evaluation
Papers
Explaining BiomedCLIP with Weighted Banzhaf Interactions Supported by Tree-Gram Parsing
Vision-Language Models (VLMs) are demonstrating significant capabilities in medical tasks like radiology analysis, yet providing faithful and interpretable explanations remains a key consideration for their responsible d…
Dependency ParsingDynamic Parsing and Updating Natural Language Specification using VLMs for Robust Vision-Language Tracking
Vision-language tracking guided by natural language specifications leverages high-level semantic cues of target objects to substantially boost tracking accuracy and robustness. Existing studies have verified that adaptiv…
Dependency ParsingAfriSUD: A Dependency Treebank Collection for Evaluating Models on African Languages
Despite their linguistic diversity and global significance, African languages remain underrepresented in research and resources to support NLP. We aim to bridge this gap by introducing AfriSUD, the first large-scale coll…
Part-Of-Speech TaggingDependency ParsingArabic Sentence Segmentation Across Genres and Punctuation Conditions
Sentence segmentation in Arabic is challenging due to ambiguous and inconsistent punctuation, with many texts lacking reliable sentence boundary markers. Existing approaches rely heavily on punctuation cues and are typic…
Dependency ParsingHarnessing Linguistic Dissimilarity for Language Generalization on Unseen Low-Resource Varieties
Low-resource language varieties used by specific groups remain neglected in the development of Multilingual Language Models. A great deal of cross-lingual research focuses on inter-lingual language transfer which strives…
Dependency ParsingDependency Parsing Across the Resource Spectrum: Evaluating Architectures on High and Low-Resource Languages
Transformer-based models achieve state-of-the-art dependency parsing for high-resource languages, yet their advantage over simpler architectures in low-resource settings remains poorly understood. We evaluate four parser…
Dependency Parsing