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.
Read MoreTowards Open-World Product Attribute Mining: A Lightly-Supervised Approach. Xu, L.; Zhang C.; Li, X.; Shang, J.; Choi, J. D. Proceedings of the Annual Meeting of the Association for Computational Linguistics (ACL), 2023.
Read MoreInterviewBot: Real-Time End-to-End Dialogue System to Interview Students for College Admission. Wang, Z.; Keyes, N.; Crawford, T.; Choi, J. D. arXiv, 2303.15049, 2023.
Read MoreNL-Augmenter: A Framework for Task-Sensitive Natural Language Augmentation. Dhole, K. D.; Gangal, V.; Gehrmann, S.; Gupta, A.; Li, Z.; Mahamood, S.; Mahendiran, A.; Mille, S.; Srivastava, A.; Tan, S.; Wu, T.; Sohl-Dickstein, J.; Choi, J. D.; Hovy, E. H.; Dusek, O.; Ruder S. NEJLT, 2023.
Read MoreUnleashing the True Potential of Sequence-to-Sequence Models for Sequence Tagging and Structure Parsing. He, H. and Choi, J. D. Transactions of the Association for Computational Linguistics (TACL), 2023.
Read MoreFCC: Fusing Conversation History and Candidate Provenance for Contextual Response Ranking in Dialogue Systems. Wang, Z.; Choi, J. D.; Agichtein, E. Proceedings of the International Workshop on Spoken Dialogue Systems Technology (IWSDS), 2023.
Read MoreDevelopment of Digital Voice Biomarkers and Associations with Cognition, CSF Biomarkers and Neural Representation in Early Alzheimer’s Disease. Hajjar, I.; Choi, J. D.; Moore, E.; Okafor, M.; Abrol, A.; Calhoun, V. D.; Goldstein, F. C. Alzheimer's & Dementia: Diagnosis, Assessment & Disease Monitoring (DADM), 2023.
Read MorePredicting Kidney Transplant Recipient Cohorts’ 30-Day Re- Hospitalization Using Clinical Notes and Electronic Healthcare Record Data. Arenson, M.; Hogan, J.; Xu, L.; Lynch, R.; Lee, Y. H.; Choi, J. D.; Sun, J.; Adams, A.; Patzer, R. Kidney International Reports (KIR), 2023.
Read MoreDFEE: Interactive DataFlow Execution and Evaluation Kit. He, H.; Feng S.; Bonadiman D.; Zhang Y.; Mansour S. Proceedings of the AAAI Conference on Artificial Intelligence (AAAI), 2023.
Read MoreDocument-level Condition-Treatment Relation Extraction on Disease-related Social Media Forums. Tu, S.; Doogan, S.; Choi, J. D. Proceedings of the EMNLP Workshop on Health Text Mining and Information Analysis (LOUHI), 2022.
Read MoreAutomatic Generation of Large-scale Multi-turn Dialogues from Reddit. Huryn, D.; Hutsell, W. M.; Choi, J. D. Proceedings of the International Conference on Computational Linguistics (COLING), 2022.
Read MoreAutomatic Enrichment of Abstract Meaning Representations. Ji, Y.; Williamson, G.; Choi, J. D. Proceedings of the LREC Workshop on Linguistic Annotation (LAW), 2022.
Read MoreA Cognitive Approach to Annotating Causal Constructions in a Cross-Genre Corpus. Cao, A.; Williamson, G.; Choi, J. D. Proceedings of the LREC Workshop on Linguistic Annotation (LAW), 2022.
Read MoreOnline Coreference Resolution for Dialogue Processing: Improving Mention-Linking on Real-Time Conversations. Xu, L.; Choi, J. D. Proceedings of the Joint Conference on Lexical and Computational Semantics (*SEM), 2022.
Read MoreModeling Explicit Task Interactions in Document-Level Joint Entity and Relation Extraction. Xu, L.; Choi, J. D. Proceedings of the Annual Conference of the North American Chapter of the Association for Computational Linguistics (NAACL), 2022.
Read MoreReport from the NSF Future Directions Workshop on Automatic Evaluation of Dialog: Research Directions and Challenges. Mehri, S.; Choi, J. D.; D'Haro, L. F.; Deriu, J.; Eskenazi, M.; Gasic, M.; Georgila, K.; Hakkani-Tur, D.; Li, Z.; Rieser, V.; Shaikh, S.; Traum, D.; Yeh, Y.; Yu, Z.; Zhang, Y.; Zhang, C. arXiv, 2203.10012, 2022.
Read MoreDiscriminative Speech Recognition Rescoring with Bert. Xu, L.; Gu, Y.; Kolehmainen, J.; Khan, H.; Gandhe, A.; Rastrow, A.; Stolcke, A.; Bulyko, I. Proceedings of the IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2022.
Read MoreZero-Shot Cross-Lingual Machine Reading Comprehension via Inter-Sentence Dependency Graph. Xu, L.; Zhang, X.; Zong, B.; Liu, Y.; Cheng, W.; Ni, J.; Chen, H.; Zhao, L.; and Choi, J. D. Proceedings of the AAAI Conference on Artificial Intelligence (AAAI), 2022.
Read MoreCOVID-19 Pandemic-Associated Changes in the Acuity of Brain MRI Findings: A Secondary Analysis of Reports Using Natural Language Processing. Min, T. L.; Xu, L.; Choi, J. D.; Hu, R.; Allen, J. W.; Reeves, C.; Hsu, D.; Duszak, R.; Switchenko, J.; Sadigh, G. Current Problems in Diagnostic Radiology, 51(3), 1-5, 2021.
Read MoreStreamSide: A Fully-Customizable Open-Source Toolkit for Efficient Annotation of Meaning Representations. Choi, J. D. and Williamson, G. arXiv, 2109.09853, 2021.
Read MoreELIT: Emory Language and Information Toolkit. He, H.; Xu, L.; and Choi, J. D. arXiv, 2109.03903, 2021.
Read MoreAnalysis of Zero-Shot Crosslingual Learning between English and Korean for Named Entity Recognition. Kim, J.; Choi, N.; Lim, S.; Kim, J.; Chung, S.; Woo, H.; Song, M.; and Choi, J. D. Proceedings of the EMNLP Workshop on Multilingual Representation Learning (MRL), 2021.
Read MoreWhat 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.
Read MoreIntensionalizing Abstract Meaning Representations: Non-veridicality and Scope. Williamson, G.; Elliott, P.; Ji, Y.; and Choi, J. D. Proceedings of the EMNLP Workshop on Linguistic Annotation (LAW) and Designing Meaning Representations (DMR), 2021.
Read MoreFantasyCoref: Coreference Resolution on Fantasy Literature Through Omniscient Writer’s Point of View. Han, S.; Seo, S.; Kang, M.; Kim, J.; Choi, N.; Song, M.; and Choi, J. D. Proceedings of the EMNLP Workshop on Computational Models of Reference, Anaphora and Coreference (CRAC), 2021.
Read MoreAdapted End-to-End Coreference Resolution System for Anaphoric Identities in Dialogues. Xu, L.; and Choi, J. D. Proceedings of the EMNLP Workshop on Computational Models of Reference, Anaphora and Coreference (CRAC): Shared Task on Anaphora Resolution in Dialogues, 2021.
Read MoreUMR-Writer: A Web Application for Annotating Uniform Meaning Representations. Zhao, J.; Xue, N.; Gysel, J. V.; and Choi, J. D. Proceedings of the Conference on Empirical Methods in Natural Language Processing (EMNLP): System Demonstrations, 2021.
Read MoreBoosting Cross-Lingual Transfer via Self-Learning with Uncertainty Estimation. Xu, L.; Zhang, X.; Zhao, X.; Chen, H.; Chen, F.; and Choi, J. D. Proceedings of the Conference on Empirical Methods in Natural Language Processing (EMNLP), 2021.
Read MoreThe Stem Cell Hypothesis: Dilemma behind Multi-Task Learning with Transformer Encoders. He, H.; and Choi, J. D. Proceedings of the Conference on Empirical Methods in Natural Language Processing (EMNLP), 2021.
Read MoreAn 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.
Read MoreLevi Graph AMR Parser using Heterogeneous Attention. He, H.; and Choi, J. D. Proceedings of the International Conference on Parsing Technologies (IWPT), 2021.
Read MoreSMAT: An Attention-based Deep Learning Solution to the Automation of Schema Matching. Zhang, J.; Shin, B.; Choi, J. D.; and Ho, J. Proceedings of the European Conference on Advances in Databases and Information Systems (ADBIS), 2021.
Read MoreEnhancing Cognitive Models of Emotions with Representation Learning. Guo, Y.; and Choi, J. D. Proceedings of the NAACL Workshop on Cognitive Modeling and Computational Linguistics (CMCL) 2021.
Read MoreView Distillation with Unlabeled Data for Extracting Adverse Drug Effects from User-Generated Data. Karisani, P.; Choi, J. D.; and Xiong, L. Proceedings of the ACL Workshop on Social Media Mining for Health Applications (SMM4H), 2021.
Read MoreEvaluation of Unsupervised Entity and Event Salience Estimation. Lu, J.; and Choi, J. D. Proceedings of the International Florida Artificial Intelligence Research Society Conference (FLAIRS), 2021.
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