Update dataset card with paper link, code link and metadata

README.md

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-license: cc-by-nc-4.0
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+---
+license: cc-by-nc-4.0
+task_categories:
+- other
+language:
+- sk
+tags:
+- keyphrase-extraction
+size_categories:
+- 100K<n<1M
+---
+
+# SlovKE: A Large-Scale Dataset and LLM Evaluation for Slovak Keyphrase Extraction
+
+This repository contains the SlovKE dataset, as presented in the paper [SlovKE: A Large-Scale Dataset and LLM Evaluation for Slovak Keyphrase Extraction](https://huggingface.co/papers/2603.15523).
+
+- **Code:** [https://github.com/NaiveNeuron/SlovKE](https://github.com/NaiveNeuron/SlovKE)
+
+## Dataset Description
+
+SlovKE is a large-scale dataset for Slovak keyphrase extraction, consisting of 227,432 scientific abstracts with author-assigned keyphrases. The data was scraped and cleaned from the Slovak Central Register of Theses. It represents a significant resource for low-resource, morphologically rich language processing, representing a 25-fold increase over prior Slovak resources and approaching the scale of established English benchmarks like KP20K.
+
+The dataset is designed to benchmark both unsupervised baselines (such as YAKE, TextRank, and KeyBERT) and LLM-based extraction methods (like KeyLLM). It highlights the challenges of morphological mismatch in inflected languages where surface forms in the text must be matched to canonical author-assigned keyphrases.