NLP Collaborations

This collection compiles collaborative works that leverage the application of natural language processing (NLP) techniques across various fields and domains.


  • Jinho Choi - Associate Professor at Emory University


  1. Artificial Intelligence Chatbot Performance in Triage of Ophthalmic Conditions. Lyons, R. J.; Arepalli, S. R.; Fromal, O.; Choi, J. D.; Jain, N. Canadian Journal of Ophthalmology (CJO), 2023.
  2. Towards 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.
  3. NL-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. Northern European Journal of Language Technology  (NEJLT), 2023.
  4. FCC: 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.
  5. DFEE: 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.
  6. Report 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.
  7. Discriminative 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.
  8. Zero-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.
  9. COVID-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 (CPDR), 51(3), 1-5, 2021.
  10. Boosting 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.
  11. SMAT: 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.
  12. View 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.