Publications #Jinho_D_Choi

Natural Language Processing for Classification of Acute, Communicable Findings on Unstructured Head CT Reports: Comparison of Neural Network and Non-Neural Machine Learning Techniques. Chokshi, F.; Shin, B.; Lee, T.; Lemmon, A.; Necessary, S.; and Choi, J. D. bioRxiv, 173310, 2017.

Event Analysis on the 2016 U.S. Presidential Election Using Social Media. Shaban, T.; Hexter, L.; and Choi, J. D. Proceedings of the International Conference on Social Informatics (SocInfo), Oxford, UK, 2017.

Lexicon Integrated CNN Models with Attention for Sentiment Analysis. Shin, B.; Lee, T.; and Choi, J. D. In Proceedings of the EMNLP Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis (WASSA), 2017.

Cross-domain Document Retrieval: Matching between Conversational and Formal Writings. Jurczyk, T.; and Choi, J. D. Proceedings of the EMNLP Workshop on Building Linguistically Generalizable NLP Systems (BLGNLP), 2017.

Improving Document Clustering by Eliminating Unnatural Language. Jang, M.; Choi, J. D.; and Allan, J. Proceedings of the EMNLP Workshop on Noisy User-generated Text (WNUT), 2017.

Text-based Speaker Identification on Multiparty Dialogues Using Multi-document Convolutional Neural Networks. Ma, K.; Xiao, C.; and Choi, J. D. Proceedings of the Annual Meeting of the Association for Computational Linguistics: Student Research Workshop (ACL:SRW), 2017.

Robust Coreference Resolution and Entity Linking on Dialogues: Character Identification on TV Show Transcripts. Chen, H. Y.; Zhou, E.; and Choi, J. D. Proceedings of the Conference on Computational Natural Language Learning (CoNLL), 2017.

Classification of Radiology Reports Using Neural Attention Models. Shin, B.; Chokshi, F. H.; Lee, T.; and Choi, J. D. Proceedings of the International Joint Conference on Neural Networks (IJCNN), 2017.

Deep Dependency Graph Conversion in English. Choi, J. D. Proceedings of the International Workshop on Treebanks and Linguistic Theories (TLT), 2017.

Character Identification on Multiparty Conversation: Identifying Mentions of Characters in TV Shows. Chen, H. Y.; and Choi, J. D. Proceedings of the Annual Meeting of the Special Interest Group on Discourse and Dialogue (SIGDIAL), 2016.

SelQA: A New Benchmark for Selection-based Question Answering. Jurczyk, T.; Zhai, M.; and Choi, J. D. Proceedings of the International Conference on Tools with Artificial Intelligence (ICTAI), 2016.

QA-It: Classifying Non-Referential It for Question Answer Pairs. Lee, T.; Alex, L.; and Choi, J. D. Proceedings of the Annual Meeting of the Association for Computational Linguistics: Student Research Workshop (ACL:SRW), 2016.