Papers with coreference modeling
CREAD: Combined Resolution of Ellipses and Anaphora in Dialogues (2021.naacl-main)
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Bo-Hsiang Tseng, Shruti Bhargava, Jiarui Lu, Joel Ruben Antony Moniz, Dhivya Piraviperumal, Lin Li, Hong Yu
| Challenge: | Traditionally, anaphora resolution and ellipses resolution are limited in dialogues . despite rapid progress in dialogue systems, several difficulties remain . |
| Approach: | They propose a joint learning framework for modeling coreference resolution and query rewriting for complex, multi-turn dialogues. |
| Outcome: | The proposed model outperforms the state-of-the-art model on a rewritten dialogue dataset. |
Signed Coreference Resolution (2021.emnlp-main)
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| Challenge: | Sign Language Processing is based on linguistic theories of spoken languages and expect either speech or written text as input. |
| Approach: | They propose a new challenge for coreference modeling and Sign Language Processing to solve this problem. |
| Outcome: | The proposed models will be linguistically informed and can address the complexities of the challenge effectively. |