Neural Anaphora Resolution in Dialogue Revisited

Shengjie Li, Hideo Kobayashi and Vincent Ng.
Proceedings of the CODI-CRAC 2022 Shared Task on Anaphora, Bridging, and Discourse Deixis in Dialogue, pp. 32-47, 2022.

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Abstract

We present the systems that we developed for all three tracks of the CODI-CRAC 2022 shared task, namely the anaphora resolution track, the bridging resolution track, and the discourse deixis resolution track. Combining an effective encoding of the input using the SpanBERT-Large encoder with an extensive hyperparameter search process, our systems achieved the highest scores in all phases of all three tracks.

BibTeX entry

@InProceedings{Li+etal:22a,
  author = {Shengjie Li and Hideo Kobayashi and Vincent Ng},
  title = {Neural Anaphora Resolution in Dialogue Revisited},
  booktitle = {Proceedings of the CODI-CRAC 2022 Shared Task on Anaphora, Bridging, and Discourse Deixis in Dialogue},
  pages = {32--47}, 
  year = 2022}