Anaphora Resolution in Dialogue: Cross-Team Analysis of the DFKI-TalkingRobots Team Submissions for the CODI-CRAC 2021 Shared-Task
Natalia Skachkova, Cennet Oguz, Tatiana Anikina, Siyu Tao, Sharmila Upadhyaya, Ivana Kruijff-Korbayova
Abstract
We compare our team’s systems to others submitted for the CODI-CRAC 2021 Shared-Task on anaphora resolution in dialogue. We analyse the architectures and performance, report some problematic cases in gold annotations, and suggest possible improvements of the systems, their evaluation, data annotation, and the organization of the shared task.- Anthology ID:
- 2021.codi-sharedtask.7
- Volume:
- Proceedings of the CODI-CRAC 2021 Shared Task on Anaphora, Bridging, and Discourse Deixis in Dialogue
- Month:
- November
- Year:
- 2021
- Address:
- Punta Cana, Dominican Republic
- Venue:
- CODI
- SIG:
- Publisher:
- Association for Computational Linguistics
- Note:
- Pages:
- 63–70
- Language:
- URL:
- https://aclanthology.org/2021.codi-sharedtask.7
- DOI:
- 10.18653/v1/2021.codi-sharedtask.7
- Cite (ACL):
- Natalia Skachkova, Cennet Oguz, Tatiana Anikina, Siyu Tao, Sharmila Upadhyaya, and Ivana Kruijff-Korbayova. 2021. Anaphora Resolution in Dialogue: Cross-Team Analysis of the DFKI-TalkingRobots Team Submissions for the CODI-CRAC 2021 Shared-Task. In Proceedings of the CODI-CRAC 2021 Shared Task on Anaphora, Bridging, and Discourse Deixis in Dialogue, pages 63–70, Punta Cana, Dominican Republic. Association for Computational Linguistics.
- Cite (Informal):
- Anaphora Resolution in Dialogue: Cross-Team Analysis of the DFKI-TalkingRobots Team Submissions for the CODI-CRAC 2021 Shared-Task (Skachkova et al., CODI 2021)
- PDF:
- https://preview.aclanthology.org/auto-file-uploads/2021.codi-sharedtask.7.pdf