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UKP Lab
@UKPLab@sigmoid.social  路  activity timestamp 3 months ago

馃 What is #NLP research 饾槼饾槮饾槩饾槶饾槶饾樅 about?
We analyzed 29k+ papers to find out! 馃摎馃攳

馃搶 Our NLPContributions dataset, from the ACL Anthology, reveals what authors actually contribute鈥攁rtifacts, insights, and more.

馃搱 Trends show a swing back towards language & society. Curious where you fit in?

馃巵 Tools, data, and analysis await you:

馃搫 Paper: https://arxiv.org/abs/2409.19505
馃寪Project: https://ukplab.github.io/acl25-nlp-contributions/
馃捇 Code: https://github.com/UKPLab/acl25-nlp-contributions
馃捑 Data: https://tudatalib.ulb.tu-darmstadt.de/handle/tudatalib/4678

(1/馃У)

Diagram showing a taxonomy of NLP contributions, divided into two main categories:

Artifact Contributions

Method/Model

Dataset/Corpus

Task Definition

Knowledge Contributions

Model Analysis

Database Properties

Task Insights

Linguistic Findings

Societal Insights

The structure is visualized as a hierarchical tree with "NLP Contributions" at the top, branching into the two categories, each followed by their respective subtypes represented with icons. All items are grayed out except for the category labels, which are highlighted in blue.
Diagram showing a taxonomy of NLP contributions, divided into two main categories: Artifact Contributions Method/Model Dataset/Corpus Task Definition Knowledge Contributions Model Analysis Database Properties Task Insights Linguistic Findings Societal Insights The structure is visualized as a hierarchical tree with "NLP Contributions" at the top, branching into the two categories, each followed by their respective subtypes represented with icons. All items are grayed out except for the category labels, which are highlighted in blue.
Diagram showing a taxonomy of NLP contributions, divided into two main categories: Artifact Contributions Method/Model Dataset/Corpus Task Definition Knowledge Contributions Model Analysis Database Properties Task Insights Linguistic Findings Societal Insights The structure is visualized as a hierarchical tree with "NLP Contributions" at the top, branching into the two categories, each followed by their respective subtypes represented with icons. All items are grayed out except for the category labels, which are highlighted in blue.
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