Publications #Jinho_D_Choi

Analysis of Hierarchical Multi-Content Text Classification Model on B-SHARP Dataset for Early Detection of Alzheimer's Disease. Li, R. A.; Hajjar; Ihab; Goldstein, F.; and Choi, J. D. Proceedings of the Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics (AACL), 2020.

Competence-Level Prediction & Job Description Matching Using Context-Aware Transformer Models. Li, C.; Fisher, E.; Thomas, R.; Pittard, S.; Hertzberg, V.; and Choi, J. D. Proceedings of the Conference on Empirical Methods in Natural Language Processing (EMNLP), 2020.

Revealing the Myth of Higher-Order Inference in Coreference Resolution. Xu, L.; and Choi, J. D. Proceedings of the Conference on Empirical Methods in Natural Language Processing (EMNLP), 2020.

Transformer-based Context-aware Sarcasm Detection in Conversation Threads from Social Media. Dong, X.; Li, C.; and Choi, J. D. Proceedings of the ACL Workshop on Figurative Language Processing: Shared Task on Sarcasm Detection (FigLang:ST), 2020.

Adaptation of Multilingual Transformer Encoder for Robust Enhanced Universal Dependency Parsing. He, H.; and Choi, J. D. Proceedings of the International Conference on Parsing Technologies: Shared Task on Enhanced Universal Dependencies (IWPT:ST), 2020.

Analysis of the Penn Korean Universal Dependency Treebank (PKT-UD): Manual Revision to Build Robust Parsing Model in Korean. Oh, H.; Han, J. Y.; Choe, H.; Park, S.; He, H.; Choi, J. D.; Han, N.; Hwang, J. D.; and Kim, H. Proceedings of the International Conference on Parsing Technologies (IWPT), 2020.

Noise Pollution in Hospital Readmission Prediction: Long Document Classification with Reinforcement Learning. Xu, L.; Hogan, J.; Patzer, R. E.; and Choi, J. D. Proceedings of the ACL Workshop on Biomedical Natural Language Processing (BioNLP), 2020.

Emora: An Inquisitive Social Chatbot Who Cares For You. Finch, S. E.; Finch, J. D.; Ahmadvand, A.; Choi, I. J.; Dong, X.; Qi, R.; Sahijwani, H.; Volokhin, S.; Wang, Z.; Wang, Z.; and Choi, J. D. Proceedings of the Alexa Prize Socialbot Grand Challenge (AlexaPrize), 2020.

Towards Unified Dialogue System Evaluation: A Comprehensive Analysis of Current Evaluation Protocols. Finch, S. E.; and Choi, J. D. Proceedings of the Annual Meeting of the Special Interest Group on Discourse and Dialogue (SIGDIAL), 2020.

Emora STDM: A Versatile Framework for Innovative Dialogue System Development. Finch, J. D.; and Choi, J. D. Proceedings of the Annual Meeting of the Special Interest Group on Discourse and Dialogue: System Demonstrations (SIGDIAL:DEMO), 2020.

Transformers to Learn Hierarchical Contexts in Multiparty Dialogue for Span-based Question Answering. Li, C.; and Choi, J. D. Proceedings of the Annual Conference of the Association for Computational Linguistics (ACL), 2020.

Establishing Strong Baselines for the New Decade: Sequence Tagging, Syntactic and Semantic Parsing with BERT. He, H.; and Choi, J. D. Proceedings of the International Florida Artificial Intelligence Research Society Conference (FLAIRS), 2020.