Proceedings of the 2nd Workshop on Machine Reading for Question Answering (D19-58)
Copied to clipboard
| Challenge: | a workshop focuses on machine reading for question answering . despite recent progress, there is much to be desired about these datasets and systems . |
| Approach: | This year, they present a shared task on machine reading for question answering . they adapt and unified 18 distinct question answering datasets into the same format . |
| Outcome: | The proposed system achieves an average F1 score of 72.5 on the held-out datasets. |
Similar Papers
Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing: System Demonstrations (D18-2)
Copied to clipboard
| Challenge: | 77 submissions were received for the 2018 Conference on Empirical Methods in Natural Language Processing (EMNLP) 4 of the 73 valid submissions received were either invalid or withdrawn by the authors. |
| Approach: | The volume contains papers from the 2018 Conference on Empirical Methods in Natural Language Processing (EMNLP) 4 of the 77 submissions were either invalid or withdrawn by the authors. |
| Outcome: | The system demonstrations session included papers from the 2018 Conference on Empirical Methods in Natural Language Processing (EMNLP) 4 of the 73 valid submissions were either invalid or withdrawn by the authors. |
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing: System Demonstrations (2021.emnlp-demo)
Copied to clipboard
| Challenge: | . - (EN) |
| Approach: | . - (EN) |
| Outcome: | . - (EN) |
Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing: System Demonstrations (2025.emnlp-demos)
Copied to clipboard
| Challenge: | Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing are now available online. |
| Approach: | EMNLP 2025 conference on empirical methods in natural language processing held in Suzhou, china, on November 4-9, 2025. 77 papers accepted for inclusion in proceedings, resulting in 38% acceptance rate. |
| Outcome: | Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing are published . the conference accepted 77 papers, with a 38% acceptance rate . |
Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing: System Demonstrations (2023.emnlp-demo)
Copied to clipboard
| Challenge: | EMNLP 2023 conference on Empirical Methods in Natural Language Processing received a record number of submissions . 52 papers were selected for inclusion in the program while a small number of papers received only two reviews . |
| Approach: | EMNLP 2023 conference on Empirical Methods in Natural Language Processing will take place in london on dec 6-10, 2023 . 203 submissions were received for the system demonstration track . |
| Outcome: | the EMNLP 2023 conference on Empirical Methods in Natural Language Processing received a record number of submissions . 52 papers were selected for inclusion in the program, while only two received reviews . |
Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing: System Demonstrations (2020.emnlp-demos)
Copied to clipboard
| Challenge: | 91 submissions were received, 10 of which were either invalid or withdrawn . |
| Approach: | 91 submissions were received for the system demonstrations session . 10 were either invalid or withdrawn by the authors . |
| Outcome: | The system demonstrations session was held at the 2020 conference on empirical methods in natural language processing . 91 submissions were accepted, 10 of which were either invalid or withdrawn . |
Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing: System Demonstrations (2022.emnlp-demos)
Copied to clipboard
| Challenge: | . - (EN) |
| Approach: | . - (EN) |
| Outcome: | . - (EN) |
Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing: System Demonstrations (2024.emnlp-demo)
Copied to clipboard
| Challenge: | EMNLP 2024 conference on Empirical Methods in Natural Language Processing received 153 submissions . 52 submissions were selected for inclusion in the program (acceptance rate of 34%) |
| Approach: | EMNLP 2024 conference on Empirical Methods in Natural Language Processing will take place in london on november 12-16, 2024 . |
| Outcome: | The EMNLP 2024 conference is a hybrid event with demonstration papers presented through pre-recorded talks and in presence during the poster sessions. |
Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing: System Demonstrations (2021.acl-demo)
Copied to clipboard
| Challenge: | ACL-IJCNLP 2021 will be an online conference . submissions range from early prototypes to mature production-ready systems . |
| Approach: | the ACL-IJCNLP 2021 will be an online conference . the system demonstration track invites submissions ranging from early prototypes to mature production-ready systems. |
| Outcome: | the ACL-IJCNLP 2021 system demonstration track received 133 submissions . the submission rate was 32.3% . |
Proceedings of the First Workshop on Commonsense Inference in Natural Language Processing (D19-60)
Copied to clipboard
| Challenge: | Workshop on Commonsense Inference in Natural Language Processing focuses on commonsense knowledge representation and application in NLP tasks. |
| Approach: | COIN is a workshop on commonsense inference in natural language processing . workshop included two shared tasks on reading comprehension using commonsensense knowledge . |
| Outcome: | the workshop focused on modeling commonsense knowledge and commonsensing in natural language processing tasks. |
Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing: Tutorial Abstracts (2021.acl-tutorials)
Copied to clipboard
| Challenge: | . - (EN) |
| Approach: | . - (EN) |
| Outcome: | . - (EN) |