Towards Reliable Paper Contributions Annotation in the ACL Rolling Review (2026.findings-acl)
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| Challenge: | Identifying the types of contributions an article makes can help readers grasp its significance. |
| Approach: | They propose to use a typology to categorize articles by their contributions to improve review quality and fairness. |
| Outcome: | The ACL Rolling Review (ARR) introduced a typology requiring authors to specify their contributions to improve review quality and fairness. |
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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 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) (2025.acl-long)
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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. |
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| Challenge: | ACL is 30+ times larger than two decades ago, and we face issues such as overwhelming participants, outdated papers, and low quality review. |
| Approach: | aaron carroll: ACL has become 30+ times larger than two decades ago . he says increasing research in LLM, AI accelerating research can help . carroll will share some of his recent work on AI review automation, paper recommendation, and AI arXiv . |
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Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) (2023.acl-long)
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| Challenge: | a program chair's job is to help reviewers and reviewers make better decisions . 80% of reviewers, reviewers voted to change the criteria for soundness and excitement . |
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Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers) (2023.acl-short)
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| Challenge: | a program chair's job is to help reviewers and reviewers make better decisions . 80% of reviewers, reviewers voted to change the criteria for soundness and excitement . |
| Approach: | a new process for matching papers to reviewers based on keywords was proposed . the authors have also brought back miniconf and RocketChat to allow for better virtual communication . |
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Proceedings of ACL 2018, Student Research Workshop (P18-3)
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| Challenge: | iii: sponsors, mentors, faculty advisors, students, faculty, and organizers for their help . ivy: sponsors include Don and Betty Walker Scholarship Fund, Roam Analytics, Google . |
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Findings of the Association for Computational Linguistics: ACL 2023 (2023.findings-acl)
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| Challenge: | a program chair's job is to help reviewers and reviewers make better decisions . 80% of reviewers, reviewers voted to change the criteria for soundness and excitement . |
| Approach: | a new process for matching papers to reviewers based on keywords was proposed . the authors have also brought back miniconf and RocketChat to allow for better virtual communication . |
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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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Findings of the Association for Computational Linguistics: ACL 2026 (2026.findings-acl)
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| Challenge: | ACL 2026 is a conference that reflects the field's tradition of excellence in scholarship, innovation, and inclusivity. |
| Approach: | acl 2026 is a conference that reflects the field's tradition of excellence in scholarship, innovation, and inclusivity. it received more than 12,148 submissions and accepted 2,296 at the main conference and 2,163 as findings. |
| Outcome: | ACL 2026 received more than 12,148 submissions and accepted 2,296 at the main conference and 2,163 as findings. |