Papers with NAACL
Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 2 (Short Papers) (N18-2)
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| Challenge: | NAACL HLT 2018 is the biggest NAAPL conference to date . this year's conference highlights the vibrancy and vitality of the field . |
| Approach: | a new review form and an opportunity for authors to review the reviewers were introduced at this year's conference . the test-of-time awards are named in memory of Aravind Joshi, who died this year . |
| Outcome: | the biggest NAACL conference to date features a new review form and the Test-of-Time awards . the industrial track features papers that focus on scalable, interpretable, reliable and customer facing methods for industrial applications . |
Findings of the Association for Computational Linguistics: NAACL 2025 (2025.findings-naacl)
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| Challenge: | a virtual component of NAACL 2025 is crucial to an inclusive, affordable experience for all NAA-CL authors and attendees. |
| Approach: | a special theme for NAACL 2025 is "NLP in a Multicultural World" a big thank you to the ACL editors in chief and the ARR editors for their help . a virtual component of the conference is crucial to an inclusive, affordable experience . |
| Outcome: | the 2025 conference will be held in Albuquerque, new mexico . the virtual component of the conference is crucial to an inclusive, affordable experience . |
Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers) (2025.naacl-long)
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| Challenge: | a virtual component of NAACL 2025 is crucial to an inclusive, affordable experience for all NAA-CL authors and attendees. |
| Approach: | a special theme for NAACL 2025 is "NLP in a Multicultural World" a big thank you to the ACL editors in chief and the ARR editors for their help . a virtual component of the conference is crucial to an inclusive, affordable experience . |
| Outcome: | the 2025 conference will be held in Albuquerque, new mexico . the virtual component of the conference is crucial to an inclusive, affordable experience . |
Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 2: Short Papers) (2024.naacl-short)
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| Challenge: | a pandemic forced the NAACL 2024 conference to be moved to Mexico City . this year, the conference will be in Mexico City, but we will be there . |
| Approach: | aaron carroll: the 2024 meeting of the North American Association for Computational Linguistics is in Mexico City . carroll says the conference is a good opportunity to emphasize that it is our flagship conference . he says the opportunity to present at NAACL should not depend on a researcher's travel budget . |
| Outcome: | the 2024 meeting of the North American Association for Computational Linguistics is in Mexico City . a pandemic forced the conference to be moved online due to the lack of space . this year, the conference rely on the ACL Rolling Review (ARR) for submissions . |
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 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long Papers) (N18-1)
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| Challenge: | NAACL HLT 2018 is the biggest NAAPL conference to date . this year's conference highlights the vibrancy and vitality of the field . |
| Approach: | a new review form and an opportunity for authors to review the reviewers were introduced at this year's conference . the test-of-time awards are named in memory of Aravind Joshi, who died this year . |
| Outcome: | the biggest NAACL conference to date features a new review form and the Test-of-Time awards . the industrial track features papers that focus on scalable, interpretable, reliable and customer facing methods for industrial applications . |
Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers) (2024.naacl-long)
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| Challenge: | a pandemic forced the NAACL 2024 conference to be moved to Mexico City . this year, the conference will be in Mexico City, but we will be there . |
| Approach: | aaron carroll: the 2024 meeting of the North American Association for Computational Linguistics is in Mexico City . carroll says the conference is a good opportunity to emphasize that it is our flagship conference . he says the opportunity to present at NAACL should not depend on a researcher's travel budget . |
| Outcome: | the 2024 meeting of the North American Association for Computational Linguistics is in Mexico City . a pandemic forced the conference to be moved online due to the lack of space . this year, the conference rely on the ACL Rolling Review (ARR) for submissions . |
Proceedings of the 27th International Conference on Computational Linguistics: Tutorial Abstracts (C18-3)
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| Challenge: | COLING 2018 is a three-hour tutorial series covering a range of core problems and exciting developments in computational linguistics and natural language processing. |
| Approach: | COLING 2018 has six tutorials covering a range of core problems and exciting developments in computational linguistics and natural language processing. |
| Outcome: | COLING 2018 will host six tutorials covering a range of core problems and exciting developments in computational linguistics and natural language processing. |
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 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 2: Short Papers) (2025.naacl-short)
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| Challenge: | a virtual component of NAACL 2025 is crucial to an inclusive, affordable experience for all NAA-CL authors and attendees. |
| Approach: | a special theme for NAACL 2025 is "NLP in a Multicultural World" a big thank you to the ACL editors in chief and the ARR editors for their help . a virtual component of the conference is crucial to an inclusive, affordable experience . |
| Outcome: | the 2025 conference will be held in Albuquerque, new mexico . the virtual component of the conference is crucial to an inclusive, affordable experience . |
Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long and Short Papers) (N19-1)
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| Challenge: | 2019 Program Co-Chairs have managed the largest number of submissions at any NAACL to date . submissions in 2019 almost doubled from the previous year . |
| Approach: | NAACL's 2019 Program Co-Chairs have managed the largest number of submissions to date . 2019 will see a diversity committee, a careers in NLP panel and a panel on diversity . |
| Outcome: | The 2019 Program Co-Chairs have managed the largest number of submissions at any NAACL to date. |
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. |
Internal and External Impacts of Natural Language Processing Papers (2025.acl-short)
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| Challenge: | a new study examines the impact of NLP research published in top-tier conferences from 1979 to 2024 . language modeling has the widest internal and external influence, while linguistic foundations have lower impacts . |
| Approach: | They analyze citations from research articles and external sources to determine how NLP topics are consumed internally and externally. |
| Outcome: | The findings show that language modeling has the widest internal and external influence . ethics, bias, and fairness show significant attention in policy documents with fewer academic citations . |
Reproducibility in Computational Linguistics: Is Source Code Enough? (2022.emnlp-main)
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| Challenge: | a recent study finds that source code releases leave much to be desired . authors can include small-scale experiments and explicit scripts to generate each result . |
| Approach: | They propose that conferences require self-contained artifacts to evaluate their reproducibility . authors suggest authors include small-scale experiments and explicit scripts to generate results . |
| Outcome: | The authors find that source code releases leave much to be desired . authors can include small-scale experiments and explicit scripts to generate each result . |
HalluCitation Matters: Revealing the Impact of Hallucinated References with 300 Hallucinated Papers in ACL Conferences (2026.acl-long)
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| Challenge: | citations that do not correspond to any existing work are a serious concern to scientific reliability and credibility. |
| Approach: | They analyze papers published at ACL, NAACL, and EMNLP in 2024 and 2025 . they identify 300 papers with at least one HalluCitation, most of which were published in 2025. |
| Outcome: | The authors analyze papers published at ACL, NAACL, and EMNLP in 2024 and 2025 . they find that nearly 300 papers contain at least one HalluCitation, most of which were published in 2025. |