Publication
Anaphora Resolution in Dialogue: Cross-Team Analysis of the DFKI-TalkingRobots Team Submissions for the CODI-CRAC 2021 Shared-Task
Natalia Skachkova; Tatiana Anikina; Cennet Oguz; Ivana Kruijff-Korbayová; Sharmila Upadhyaya; Siyu Tao
In: Sopan Khosla; Ramesh Manuvinakurike; Vincent Ng; Massimo Poesio; Michael Strube; Carolyn Rosé (Hrsg.). Proceedings of the CODI-CRAC 2021 Shared Task on Anaphora, Bridging, and Discourse Deixis in Dialogue. Workshop on Computational Models of Reference, Anaphora and Coreference (CRAC-2021), located at EMNLP 2021, November 10-11, Punta Cana, Dominican Republic, Pages 63-70, Association for Computational Linguistics, 11/2021.
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.
Projects
- A-DRZ - Aubau des deutschen Rettungsrobotik-Zentrums (Setting Up the German Rescue Robotics Center)
- IMPRESS - Improving Embeddings with Semantic Knowledge
- CORA4NLP - Co(n)textual Reasoning and Adaptation for Natural Language Processing