The ACL OCL Corpus: Advancing Open Science in Computational Linguistics (2023.emnlp-main)
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| Challenge: | ACL OCL is a scholarly corpus derived from the ACL Anthology . it provides metadata, PDF files, citation graphs and additional structured full texts . |
| Approach: | They present ACL OCL, a scholarly corpus derived from the ACL Anthology . it integrates metadata, PDF files, citation graphs and additional structured full texts . they highlight how it applies to observe trends in computational linguistics . |
| Outcome: | The ACL OCL spans seven decades and contains 73,285 papers . the scholarly corpus is based on the ACL Anthology and is available from HuggingFace . |
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Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) (2024.acl-long)
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| Challenge: | ACL 2024 is the 62nd Annual Meeting of the Association for Computational Linguistics . it is run by 20 volunteers overseeing the administration of the association . |
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Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers) (2026.acl-short)
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| Challenge: | ACL is 30+ times larger than two decades ago, and we face issues such as overwhelming participants, outdated papers, and low quality review. |
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| Challenge: | ACL 2025 received more than 8300 submissions and accepted 1700 at the main conference and 1392 as findings. |
| Approach: | ACL 2025 received 8300 submissions and accepted 1700 at the main conference and 1392 as findings. |
| Outcome: | ACL 2025 received 8300 submissions and accepted 1700 at the main conference and 1392 as findings. |
Findings of the Association for Computational Linguistics: ACL 2025 (2025.findings-acl)
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| Challenge: | ACL 2025 received more than 8300 submissions and accepted 1700 at the main conference and 1392 as findings. |
| Approach: | ACL 2025 received 8300 submissions and accepted 1700 at the main conference and 1392 as findings. |
| Outcome: | ACL 2025 received 8300 submissions and accepted 1700 at the main conference and 1392 as findings. |
FoRC4CL: A Fine-grained Field of Research Classification and Annotated Dataset of NLP Articles (2024.lrec-main)
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| Challenge: | Existing systems for categorising scientific knowledge are lacking in many digital repositories. |
| Approach: | They propose to classify papers in the ACL Anthology using a hierarchical taxonomy of core CL/NLP topics and sub-topics. |
| Outcome: | The proposed corpus of 1,500 ACL Anthology publications is annotated with their main contributions using a hierarchical taxonomy of core CL/NLP topics and sub-topics. |
Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers) (2025.acl-short)
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| Challenge: | ACL 2025 received more than 8300 submissions and accepted 1700 at the main conference and 1392 as findings. |
| Approach: | ACL 2025 received 8300 submissions and accepted 1700 at the main conference and 1392 as findings. |
| Outcome: | ACL 2025 received 8300 submissions and accepted 1700 at the main conference and 1392 as findings. |
Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics (Volume 1: Long Papers) (2024.eacl-long)
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Automatic Annotation of Semantic Term Types in the Complete ACL Anthology Reference Corpus (L18-1)
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| Challenge: | a recent increase in quantitative studies of scientific text collections has led to a significant increase in the use of semantic labeling techniques. |
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