mlsanityData to 14 Oct 2026

The ACL OCL Corpus: Advancing Open Science in Computational Linguistics

arXiv 2305.14996 ↗First posted 24 May 2023cs.CL cs.DLcited by 17

Not on the map. Why?

Abstract (arXiv)

We present ACL OCL, a scholarly corpus derived from the ACL Anthology to assist Open scientific research in the Computational Linguistics domain. Integrating and enhancing the previous versions of the ACL Anthology, the ACL OCL contributes metadata, PDF files, citation graphs and additional structured full texts with sections, figures, and links to a large knowledge resource (Semantic Scholar). The ACL OCL spans seven decades, containing 73K papers, alongside 210K figures. We spotlight how ACL OCL applies to observe trends in computational linguistics. By detecting paper topics with a supervised neural model, we note that interest in "Syntax: Tagging, Chunking and Parsing" is waning and "Natural Language Generation" is resurging. Our dataset is available from HuggingFace (https://huggingface.co/datasets/WINGNUS/ACL-OCL).

Key facts. Cited by 17 papers in the map (data through 14 Oct 2026). Builds on 33 of its 73 references that are in the map. First posted on arXiv 24 May 2023.

Builds on

33 of 73 references.

References · 33

  1. 2023LLaMA: Open and Efficient Foundation Language Modelscited by 14,132
  2. 2019BART: Denoising Sequence-to-Sequence Pre-training for Natural Language Generation, Translation, and Comprehensioncited by 5,893
  3. 2014Learning Phrase Representations using RNN Encoder-Decoder for Statistical Machine Translationcited by 4,057
  4. 2022Learn to Explain: Multimodal Reasoning via Thought Chains for Science Question Answeringcited by 1,919
  5. 2014Convolutional Neural Networks for Sentence Classificationcited by 1,127
  6. 2019How Can We Know What Language Models Know?cited by 959
  7. 2022Galactica: A Large Language Model for Sciencecited by 744
  8. 2020SPECTER: Document-level Representation Learning using Citation-informed Transformerscited by 430
  9. 2019Benchmarking Zero-shot Text Classification: Datasets, Evaluation and Entailment Approachcited by 308
  10. 2022WANLI: Worker and AI Collaboration for Natural Language Inference Dataset Creationcited by 202
  11. 2020CORD-19: The COVID-19 Open Research Datasetcited by 180
  12. 2020TLDR: Extreme Summarization of Scientific Documentscited by 136
21 more
  1. 2019Structural Scaffolds for Citation Intent Classification in Scientific Publicationscited by 130
  2. 2023The Semantic Scholar Open Data Platformcited by 118
  3. 2020SciREX: A Challenge Dataset for Document-Level Information Extractioncited by 113
  4. 2021SciCap: Generating Captions for Scientific Figurescited by 77
  5. 2018Survey of Computational Approaches to Lexical Semantic Changecited by 62
  6. 2022Some Languages are More Equal than Others: Probing Deeper into the Linguistic Disparity in the NLP Worldcited by 55
  7. 2022Incorporating Hierarchy into Text Encoder: a Contrastive Learning Approach for Hierarchical Text Classificationcited by 52
  8. 2019Identification of Tasks, Datasets, Evaluation Metrics, and Numeric Scores for Scientific Leaderboards Constructioncited by 50
  9. 2022CSL: A Large-scale Chinese Scientific Literature Datasetcited by 45
  10. 2021Bringing Structure into Summaries: a Faceted Summarization Dataset for Long Scientific Documentscited by 33
  11. 2021TDMSci: A Specialized Corpus for Scientific Literature Entity Tagging of Tasks Datasets and Metricscited by 30
  12. 2021ParaSCI: A Large Scientific Paraphrase Dataset for Longer Paraphrase Generationcited by 28
  13. 2022SciNLI: A Corpus for Natural Language Inference on Scientific Textcited by 27
  14. 2021Weakly-supervised Text Classification Based on Keyword Graphcited by 25
  15. 2023unarXive 2022: All arXiv Publications Pre-Processed for NLP, Including Structured Full-Text and Citation Networkcited by 24
  16. 2019PaRe: A Paper-Reviewer Matching Approach Using a Common Topic Spacecited by 14
  17. 2023A Benchmark of PDF Information Extraction Tools using a Multi-Task and Multi-Domain Evaluation Framework for Academic Documentscited by 11
  18. 2022Automatic Error Analysis for Document-level Information Extractioncited by 10
  19. 2023ACL-Fig: A Dataset for Scientific Figure Classificationcited by 10
  20. 2023Assessing the potential of LLM-assisted annotation for corpus-based pragmatics and discourse analysis: The case of apologycited by 10
  21. 2022What Factors Should Paper-Reviewer Assignments Rely On? Community Perspectives on Issues and Ideals in Conference Peer-Reviewcited by 4

Built on by

Cited by year (2026 to 14 Oct)

Citing papers per year: 2023: 1; 2024: 8; 2025: 3; 2026: 5.

17 papers.

Sort:

By area:

  1. 2024AnthroScore: A Computational Linguistic Measure of Anthropomorphismcited by 27
  2. 2023A Material Lens on Coloniality in NLPcited by 21
  3. 2024Social Intelligence Data Infrastructure: Structuring the Present and Navigating the Futurecited by 11
  4. 2025Automatic Evaluation Metrics for Artificially Generated Scientific Researchcited by 8
  5. 2024Unsupervised Domain Adaptation for Keyphrase Generation using Citation Contextscited by 4
  6. 2025Do Large Multimodal Models Solve Caption Generation for Scientific Figures? Lessons Learned from SciCap Challenge 2023cited by 4
  7. 2024Ethical Concern Identification in NLP: A Corpus of ACL Anthology Ethics Statementscited by 3
  8. 2024RAAMove: A Corpus for Analyzing Moves in Research Article Abstractscited by 1
  9. 2024From Model-centered to Human-Centered: Revision Distance as a Metric for Text Evaluation in LLMs-based Applicationscited by 1
  10. 2024A Systematic Survey of Natural Language Processing for the Greek Languagecited by 1
  11. 2024Speciesism in Natural Language Processing Researchcited by 1
  12. 2026ACL-Verbatim: hallucination-free question answering for researchcited by 1
5 more
  1. 2025Objectifying the Subjective: Cognitive Biases in Topic Interpretationscited by 0
  2. 2026GraFine: Retrieval-Time Refinement for Efficient Graph RAG over Corpus Graphscited by 0
  3. 2026Crystal: Characterizing Relative Impact of Scholarly Publicationscited by 0
  4. 2026What Limits Us? Analyzing Self-Reported Limitations in NLP Researchcited by 0
  5. 2026Towards the Roof of the World: NLP Progress in Tibetan Languagescited by 0