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2021 EMNLP EMNLP 2021

Anaphora Resolution in Dialogue: Cross-Team Analysis of the DFKI-TalkingRobots Team Submissions for the CODI-CRAC 2021 Shared-Task

Abstract

AbstractWe 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.

🌉 Interdisciplinary Bridge - Artificial Intelligence and Natural Language Processing

Authors

Natalia Skachkova, Cennet Oguz, Tatiana Anikina, Siyu Tao, Sharmila Upadhyaya, Ivana Kruijff-Korbayova

Topics

Natural Language Processing > Understanding > Coreference Resolution Natural Language Processing > Generation > Dialogue Systems Artificial Intelligence > Core AI > Natural Language Processing Natural Language Processing > Applications > Natural Language Understanding Deep Learning > Optimization & Theory > Evaluation

Keywords

coreference resolution dialogue system anaphora resolution shared task system comparison system evaluation system analysis cross-team analysis
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