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ACL ARC

archive 2025-07-28

ACL Anthology Reference Corpus (ACL ARC) is a collection of 10,920 academic papers from the ACL Anthology. ACL ARC is cleaned to remove:

  • files that look like not full papers, paper fragments, foreign-language papers (e.g., French), or pure junk.
  • headers (title and author information; NOT abstract).
  • footers ("References" line and the actual references).
  • some bad characters (spurious characters).
  • some page numbers (i.e., a single number appearing on a line, with nothing else attached to it).
  • significant foreign-language (e.g., French) content in an otherwise English paper.

The cleaned corpus has 10,628 documents.

Source: ACL ARC

HomepageBenchmarksPapers JSON

Benchmarks archive 2025-07-28

All 3 leaderboards whose dataset resolves to this page shown (sort by any header). "First row" is the archive's own first row at snapshot, in the archive's row order; nothing here re-ranks and metric direction is not asserted.

First row (archive order)PaperCode
Citation Intent Classification ACL-ARC SS-cGAN + SciBERT Macro-F1 81.75 Leveraging GANs for citation intent classification and... davialvb/intent-citation-network 8 Compare
Sentence Classification ACL-ARC FE-MLM + Span F1 78.1 Improving Self-supervised Pre-training via a... — 4 Compare
Continual Pretraining ACL-ARC DAS F1 (macro) 0.6936 Continual Pre-training of Language Models zixuanke/pycontinual +1 1 Compare

Papers archive 2025-07-28

11 shown of 11 papers with a leaderboard row on this dataset's benchmarks, newest first. The archive's own "papers using this dataset" list was never published, so this is the benchmark-backed subset; the archive's count for this dataset is 14. The Syntology column is from Syntology's graph (read 2026-09-24), stated per sample; it is not part of any archive number.

DateSamples run Syntology
Leveraging GANs for citation intent classification and its impact on citation network analysis 1 1 27 May 2025 not harvested
CitePrompt: Using Prompts to Identify Citation Intent in Scientific Papers 1 1 25 Apr 2023 not harvested
Continual Pre-training of Language Models 2 1 7 Feb 2023 not harvested
VarMAE: Pre-training of Variational Masked Autoencoder for Domain-adaptive Language Understanding 0 1 1 Nov 2022 not harvested
Improving Self-supervised Pre-training via a Fully-Explored Masked Language Model 0 1 12 Oct 2020 not harvested
Structural Scaffolds for Citation Intent Classification in Scientific Publications 1 2 2 Apr 2019 ran 0 of 5 samples (5 unverified)
SciBERT: A Pretrained Language Model for Scientific Text 6 1 26 Mar 2019 not harvested
Deep contextualized word representations 46 1 15 Feb 2018 ran 23 of 58 samples (35 unverified; 25 pointer-only for licence)
Measuring the Evolution of a Scientific Field through Citation Frames 1 2 1 Jan 2018 not harvested
Hierarchical Attention Networks for Document Classification 1 1 1 Jun 2016 not harvested
Purpose and Polarity of Citation: Towards NLP-based Bibliometrics 0 1 1 Jun 2013 not harvested

Dataset loaders archive 2025-07-28

No loader listed in the archive.

Tasks archive 2025-07-28

Citation RecommendationSentence ClassificationContinual PretrainingCitation Intent Classification

License archive 2025-07-28

No licence recorded in the archive. Absence here is not a statement about the dataset's terms.

Modalities archive 2025-07-28

No modality tagged.

Languages archive 2025-07-28

English

Variants archive 2025-07-28

  • ACL-ARC
  • ACL ARC
  • ACL ARC citation contexts with DBLP ID

3 variant names, as the archive lists them.

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