Publications #Sarah_E_Finch

Leveraging Explicit Reasoning for Inference Integration in Commonsense-Augmented Dialogue Models. S. E. Finch and Choi, J. D. Proceedings of the International Conference on Computational Linguistics (COLING), 2025.

Exploring the Impact of Human Evaluator Group on Chat-Oriented Dialogue Evaluation. Finch, S. E. and Choi, J. D. Proceedings of the Joint International Conference on Computational Linguistics, Language Resources and Evaluation (COLING-LREC), 2024.

ConvoSense: Overcoming Monotonous Commonsense Inferences for Conversational AI. Finch, S. E. and Choi, J. D. Transactions of the Association for Computational Linguistics (TACL), 2024.

Leveraging Large Language Models for Automated Dialogue Analysis. Finch, S. E.; Paek, E. S.; and Choi, J. D. Proceedings of the Annual Meeting of the Special Interest Group on Discourse and Dialogue (SIGDIAL), 2023.

Don't Forget Your ABC's: Evaluating the State-of-the-Art in Chat-Oriented Dialogue Systems. Finch J. D.; Finch S. E.; Choi, J. D. Proceedings of the Annual Meeting of the Association for Computational Linguistics (ACL), 2023.

What Went Wrong? Explaining Overall Dialogue Quality through Utterance-Level Impacts. Finch, J.; Finch, S.; and Choi, J. D. Proceedings of the EMNLP Workshop on NLP for Conversational AI (NLP4ConvAI), 2021.

An Approach to Inference-Driven Dialogue Management within a Social Chatbot. Finch, S. E.; Finch, J. D.; Huryn, D.; Hutsell, W. M.; Huang, X. S.; He, H.; and Choi, J. D. Proceedings of the Alexa Prize Socialbot Grand Challenge (AlexaPrize), 2021.

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.