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| Challenge: | ACL is 30+ times larger than two decades ago, and we face issues such as overwhelming participants, outdated papers, and low quality review.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 . |
| Outcome: | aaron e. muller: ACL has become 30+ times larger than two decades ago . he says recent work on AI review automation, paper recommendation, and arXiv is promising . |
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Findings of the Association for Computational Linguistics: ACL-IJCNLP 2021 (2021.findings-acl)
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| Challenge: | . - (EN) |
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Findings of the Association for Computational Linguistics: ACL 2024 (2024.findings-acl)
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| Challenge: | . - (EN) |
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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 . |
| Approach: | the 62nd Annual Meeting of the Association for Computational Linguistics will be held in Bangkok, Thailand, on august 11-16, 2024 . the program was overseen by three program chairs, who oversaw the review process and selected the keynote speakers . |
| Outcome: | the 62nd annual meeting of the Association for Computational Linguistics will be held in Bangkok, Thailand, on august 11-16, 2024 . the meeting will be the flagship conference of the association and has seen drastic changes over the years . |
Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics (P19-1)
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| Challenge: | ACL 2019 received a record number of papers, close to three thousand, a sharp increase . aaron safina: organizers have to adapt quickly to numbers that surpass previous estimates . but he says conference needs to be large but should be enjoyable for all, retain original spirit . |
| Approach: | a record number of papers were submitted for the 2019 ACL conference . aaron ramirez: organizers worked hard to ensure a program that suits most participants . the conference will feature 9 tutorials, 18 one-day workshops and a varied program, he says . |
| Outcome: | a record number of papers received at the 2019 ACL, says cnn's nigel tsang . ttsong: organizers worked hard and professionally to make conference enjoyable for all . the conference will feature 9 tutorials, 18 one-day workshops, and the fourth conference on machine translation . |
Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) (P18-1)
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| Challenge: | ACL 2018 is only the second time that an ACL conference has been held in Australia. |
| Approach: | acl 2018 is the 56th annual meeting of the Association for Computational Linguistics in australia . a cnn special guest is john mcdonald, the general chair of the conference . |
| Outcome: | the 56th Annual Meeting of the Association for Computational Linguistics will be held in Melbourne on thursday, november 8 . the conference will be the second time that an ACL conference has been held in australia . |
Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers) (P18-2)
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| Challenge: | ACL 2018 is only the second time that an ACL conference has been held in Australia. |
| Approach: | acl 2018 is the 56th annual meeting of the Association for Computational Linguistics in australia . a cnn special guest is john mcdonald, the general chair of the conference . |
| Outcome: | the 56th Annual Meeting of the Association for Computational Linguistics will be held in Melbourne on thursday, november 8 . the conference will be the second time that an ACL conference has been held in australia . |
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. |
How Do Large Language Models Capture the Ever-changing World Knowledge? A Review of Recent Advances (2023.emnlp-main)
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| Challenge: | Large language models (LLMs) are impressive in solving tasks, but they can quickly be outdated after deployment. |
| Approach: | They provide a review of recent advances in aligning deployed large language models with the ever-changing world knowledge. |
| Outcome: | The proposed models can be used to perform various tasks directly through in-context learning or for further fine-tuning for domain-specific uses. |
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. |
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 . |
| 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 . |
| Outcome: | a new process for matching papers to reviewers based on keywords allowed more fine-grained control over the paper-reviewer matches. |