| Challenge: | a novel research idea investigates the possibility of musical input to speech interaction systems. |
| Approach: | They propose a musical language processing idea that investigates the possibility of musical input to speech interaction systems. |
| Outcome: | The proposed method could be used to map musical pieces and dialogues based on frequency of musical patterns . the proposed method is universal among different languages and easy to learn for musicians . |
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| Challenge: | EACL 2026 Industry Track attracted 170 submissions, and 167 reviewers contributed to the review process. |
| Approach: | EACL 2026 Industry Track attracted 170 submissions, 167 reviewers contributed to the review process. 71 papers were selected for presentation at the track. |
| Outcome: | EACL 2026 Industry Track attracted 170 submissions, and 167 reviewers contributed to the review process. |
Proceedings of the 19th Conference of the European Chapter of the Association for Computational Linguistics (Volume 3: System Demonstrations) (2026.eacl-demo)
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| Challenge: | EACL 2026 System Demonstration track received 102 submissions, almost doubling the number of submissions compared to the previous edition. |
| Approach: | 102 submissions were accepted for the EACL 2026 System Demonstration track . 44 submissions received acceptance rate of 43.1% . |
| Outcome: | the accepted papers reflect the breadth and vitality of current research in Natural Language Processing . the demonstration papers will be presented in person during the conference, including dedicated poster and demo sessions. |
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 5: Industry Track) (2023.acl-industry)
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| Challenge: | . - (EN) |
| Approach: | . - (EN) |
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Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: System Demonstrations (2021.eacl-demos)
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| Challenge: | EACL 2021 Demonstration track received 56 submissions this year . authors invited to present their work with posters during two live demo sessions . |
| Approach: | the EACL 2021 Demonstration track received 56 submissions this year . authors were invited to present their work with posters during two live demo sessions . |
| Outcome: | the EACL 2021 Demonstration track received 56 submissions this year . 39 were selected for inclusion in the program after being reviewed by two members of the program committee . |
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 3: System Demonstrations) (2023.acl-demo)
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| Challenge: | 58 papers were selected for inclusion in the program, while a small number received only two reviews. |
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When Large Language Models Meet Speech: A Survey on Integration Approaches (2025.findings-acl)
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| Challenge: | Recent advances in large language models have spurred interest in expanding their application beyond text-based tasks. |
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Transactions of the Association for Computational Linguistics, Volume 8 (2020.tacl-1)
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| Challenge: | null |
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Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 6: Industry Track) (2026.acl-industry)
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| Challenge: | 153 papers were selected for the ACL 2026 Industry Track . Topic-wise, large language models were once again front and center of almost all submissions . |
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Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 3: System Demonstrations) (2024.acl-demos)
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| Challenge: | ACL 2024 System Demonstration Track invites submissions describing system demonstrations . submissions will undergo a single-blind review process . |
| Approach: | the ACL 2024 System Demonstration Track invites submissions . papers will be published in a companion volume of the conference proceedings . submissions will undergo a single-blind review process . |
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Proceedings of the 2nd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 12th International Joint Conference on Natural Language Processing (Volume 2: Short Papers) (2022.aacl-short)
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