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), 2022.

Read More

Document-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 More

Automatic 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 More

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. arXiv, 2112.02721, 2022.

Read More

Automatic Enrichment of Abstract Meaning Representations. Ji, Y.; Williamson, G.; Choi, J. D. Proceedings of the LREC Workshop on Linguistic Annotation (LAW), 2022.

Read More

A 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 More

Online 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 More

Modeling 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 More

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.

Read More

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.

Read More

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.

Read More

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, 51(3), 1-5, 2021.

Read More

StreamSide: A Fully-Customizable Open-Source Toolkit for Efficient Annotation of Meaning Representations. Choi, J. D. and Williamson, G. arXiv, 2109.09853, 2021.

Read More

ELIT: Emory Language and Information Toolkit. He, H.; Xu, L.; and Choi, J. D. arXiv, 2109.03903, 2021.

Read More

Analysis 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 More

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.

Read More

Intensionalizing 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 More

FantasyCoref: 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 More

Adapted 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 More

UMR-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 More

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.

Read More

The 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 More

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.

Read More

Levi Graph AMR Parser using Heterogeneous Attention. He, H.; and Choi, J. D. Proceedings of the International Conference on Parsing Technologies (IWPT), 2021.

Read More

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.

Read More

Enhancing 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 More

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.

Read More

Evaluation 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.

Read More