Publications

Total 0 — Journal 0 · Conference 0 · Workshop+ 0 · Preprint 0

• DyCP: Dynamic Context Pruning for Long-Form Dialogue with LLMs

  Transactions of the Association for Computational Linguistics (TACL), 2026 · Forthcoming

  Nayoung Choi, Jonathan Zhang, Jinho D. Choi

• TRUST: An LLM-Based Dialogue System for Trauma Understanding and Structured Assessments

  Journal of the American Medical Informatics Association (JAMIA), 2026 · Forthcoming

  Sichang Tu, Abigail Powers, Stephen Doogan, Jinho D. Choi

• Why Are We Lonely? Leveraging LLMs to Measure and Understand Loneliness in Caregivers and Non-caregivers

  EACL Workshop on Linguistic Analysis for Health (HeaLing), 2026

  Michelle D. Kim, Ellie S. Paek, Yufen Lin, Emily Mroz, Jane Chung, Jinho D. Choi

• CRADLE Bench: A Clinician-Annotated Benchmark for Multi-Faceted Mental Health Crisis and Safety Risk Detection

  Conference of the European Chapter of the Association for Computational Linguistics (EACL), 2026

  Grace Byun, Rebecca Lipschutz, Sean T. Minton, Abigail Powers, Jinho D. Choi

• Generative Induction of Dialogue Task Schemas with Streaming Refinement and Simulated Interactions

  Transactions of the Association for Computational Linguistics (TACL), 2026

  James D. Finch, Yasasvi Josyula, Jinho D. Choi

• Advancing Conversational Text-to-SQL: Current Landscape and Future Directions with Large Language Models

  Future Internet: Big Data and Augmented Intelligence, 2025

  Benjamin G. Ascoli, Jinho D. Choi

• Reference-Aligned Retrieval-Augmented Question Answeringover Heterogeneous Proprietary Documents

  ACM International Conference on Information and Knowledge Management (CIKM), 2025

  Nayoung Choi, Grace Byun, Andrew Chung, Ellie S. Paek, Shinsun Lee, Jinho D. Choi

• Measuring Sycophancy of Language Models in Multi-turn Dialogues

  Conference on Empirical Methods in Natural Language Processing (EMNLP): Findings, 2025

  Jiseung Hong, Grace Byun, Seungone Kim, Kai Shu, Jinho D. Choi

• Secure Multifaceted-RAG: Hybrid Knowledge Retrieval with Security Filtering

  Information: Advanced Retrieval-Augmented Generation Systems Based on Large Language Models, 2025

  Grace Byun, Shinsun Lee, Nayoung Choi, Jinho D. Choi

• Beyond Linear Digital Reading: An LLM-Powered Concept Mapping Approach for Reducing Cognitive Load

  ACL Workshop on Innovative Use of NLP for Building Educational Applications (BEA), 2025

  Junzhi Han, Jinho D. Choi

• D-GEN: Automatic Distractor Generation and Evaluation for Reliable Assessment of Generative Models

  Annual Meeting of the Association for Computational Linguistics (ACL): Findings, 2025

  Grace Byun, Jinho D. Choi

• Finding A Voice: Exploring the Potential of African American Dialect and Voice Generation for Chatbots

  Annual Meeting of the Association for Computational Linguistics (ACL), 2025

  Sarah E. Finch, Ellie S. Paek, Ikseon Choi, Jinho D. Choi

• ETM: Modern Insights into Perspective on Text-to-SQL Evaluation in the Age of Large Language Models

  Future Internet: Artificial Intelligence and Natural Language Processing, 2025

  Benjamin G. Ascoli, Yasoda Sai Ram Kandikonda, Jinho D. Choi

• Advancing Korean Medical Large Language Models: Automated Pipeline for Korean Medical Preference Dataset Construction

  Healthcare Informatics Research, 2025

  Jean Seo, Sumin Park, Grace Byun, Jinwook Choi, Jinho D. Choi, Hyopil Shin

• Leveraging Explicit Reasoning for Inference Integration in Commonsense-Augmented Dialogue Models

  International Conference on Computational Linguistics (COLING), 2025

  Sarah E. Finch, Jinho D. Choi

• RRADistill: Distilling LLMs' Passage Ranking Ability for Long-Tail Queries Document Re-Ranking on a Search Engine

  Conference on Empirical Methods in Natural Language Processing (EMNLP): Industry Track, 2024

  Nayoung Choi, Youngjune Lee, Gyu-Hwung Cho, Haeyu Jeong, Jungmin Kong, Saehun Kim, Keunchan Park, Sarah Cho, Inchang Jeong, Gyohee Nam, Sunghoon Han, Wonil Yang, Jaeho Choi

• SLM as Guardian: Pioneering AI Safety with Small Language Model

  Conference on Empirical Methods in Natural Language Processing (EMNLP): Industry Track, 2024

  Ohjoon Kwon, Donghyeon Jeon, Nayoung Choi, Gyu-Hwung Cho, Hwiyeol Jo, Changbong Kim, Hyunwoo Lee, Inho Kang, Sun Kim, Taiwoo Park

• Diverse and Effective Synthetic Data Generation for Adaptable Zero-Shot Dialogue State Tracking

  Conference on Empirical Methods in Natural Language Processing (EMNLP): Findings, 2024

  James D. Finch, Jinho D. Choi

• Identifying Factual Inconsistencies in Summaries: Grounding Model Inference via Task Taxonomy

  Conference on Empirical Methods in Natural Language Processing (EMNLP): Findings, 2024

  Liyan Xu, Zhenlin Su, Mo Yu, Jin Xu, Jinho D. Choi, Jie Zhou, Fei Liu

• Automating PTSD Diagnostics in Clinical Interviews: Leveraging Large Language Models for Trauma Assessments

  Annual Meeting of the Special Interest Group on Discourse and Dialogue (SIGDIAL), 2024

  Sichang Tu, Abigail Powers, Natalie Merrill, Negar Fani, Sierra Carter, Stephen Doogan, Jinho D. Choi

• Transforming Slot Schema Induction with Generative Dialogue State Inference

  Annual Meeting of the Special Interest Group on Discourse and Dialogue (SIGDIAL), 2024

  James D. Finch, Boxin Zhao, Jinho D. Choi

• Enhancing Task-oriented Dialogue Systems Through Synchronous Multi-party Interaction and Multi-group Virtual Simulation

  Information: Feature Papers in Artificial Intelligence 2024, 2024

  Ellie S. Paek, Talyn Fan, James D. Finch, Jinho D. Choi

• What is Your Favorite Gender, MLM? Gender Bias Evaluation in Multilingual Masked Language Models

  Information: Feature Papers in Artificial Intelligence 2024, 2024

  Jeongrok Yu, Seong Ug Kim, Jacob Choi, Jinho D. Choi

• Exploring the Impact of Human Evaluator Group on Chat-Oriented Dialogue Evaluation

  Joint International Conference on Computational Linguistics, Language Resources and Evaluation (COLING-LREC), 2024

  Sarah E. Finch, James D. Finch, Jinho D. Choi

• ConvoSense: Overcoming Monotonous Commonsense Inferences for Conversational AI

  Transactions of the Association for Computational Linguistics (TACL), 2024

  Sarah E. Finch, Jinho D. Choi

• FedTherapist: Mental Health Monitoring with User-Generated Linguistic Expressions on Smartphones via Federated Learning

  Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023

  Jaemin Shin, Hyungjun Yoon, Seungjoo Lee, Sungjoon Park, Yunxin Liu, Jinho D. Choi, Sung-Ju Lee

• Aligning Speakers: Evaluating and Visualizing Text-based Speaker Diarization Using Efficient Multiple Sequence Alignment

  Proceedings of the IEEE International Conference on Tools with Artificial Intelligence (ICTAI), 2023

  Chen Gong, Peilin Wu, Jinho D. Choi

• Leveraging Large Language Models for Automated Dialogue Analysis

  Annual Meeting of the Special Interest Group on Discourse and Dialogue (SIGDIAL), 2023

  Sarah E. Finch, Ellie S. Paek, Jinho D. Choi

• Artificial Intelligence Chatbot Performance in Triage of Ophthalmic Conditions

  Canadian Journal of Ophthalmology (CJO), 2023

  Riley J. Lyons, Sruthi R. Arepalli, Ollya Fromal, Jinho D. Choi, Nieraj Jain

• Don't Forget Your ABC's: Evaluating the State-of-the-Art in Chat-Oriented Dialogue Systems

  Annual Meeting of the Association for Computational Linguistics (ACL), 2023

  Sarah E. Finch, James D. Finch, Jinho D. Choi

• Towards Open-World Product Attribute Mining: A Lightly-Supervised Approach

  Annual Meeting of the Association for Computational Linguistics (ACL), 2023

  Liyan Xu, Chenwei Zhang, Xian Li, Jingbo Shang, Jinho D. Choi

• InterviewBot: Real-Time End-to-End Dialogue System to Interview Students for College Admission

  Information: Feature Papers in Information in 2023, 2023

  Zihao Wang, Nathan Keyes, Terry Crawford, Jinho D. Choi

• Unleashing the True Potential of Sequence-to-Sequence Models for Sequence Tagging and Structure Parsing

  Transactions of the Association for Computational Linguistics (TACL), 2023

  Han He, Jinho D. Choi

• Exploring a Multi-Layered Cross-Genre Corpus of Document-Level Semantic Relations

  Information: Information Extraction and Language Discourse Processing, 2023

  Gregor Williamson, Angela Cao, Yingying Chen, Yuxin Ji, Liyan Xu, Jinho D. Choi

• NL-Augmenter: A Framework for Task-Sensitive Natural Language Augmentation

  Northern European Journal of Language Technology (NEJLT), 2023

  Kaustubh D. Dhole, Varun Gangal, Sebastian Gehrmann, Aadesh Gupta, Zhenhao Li, Saad Mahamood, Abinaya Mahendiran, Simon Mille, Ashish Srivastava, Samson Tan, Tongshuang Wu, Jascha Sohl-Dickstein, Jinho D. Choi, Eduard H. Hovy, Ondrej Dusek, Sebastian Ruder

• Predicting Kidney Transplant Recipient Cohorts’ 30-Day Re- Hospitalization Using Clinical Notes and Electronic Healthcare Record Data

  Kidney International Reports, 2023

  Michael Arenson, Julien Hogan, Liyan Xu, Raymond Lynch, Yi-Ting Hana Lee, Jinho D. Choi, Jimeng Sun, Andrew Adams, Rachel E. Patzer

• FCC: Fusing Conversation History and Candidate Provenance for Contextual Response Ranking in Dialogue Systems

  International Workshop on Spoken Dialogue Systems Technology (IWSDS), 2023

  Zihao Wang, Jinho D. Choi, Eugene Agichtein

• DFEE: Interactive DataFlow Execution and Evaluation Kit

  AAAI Conference on Artificial Intelligence (AAAI): Demonstration Program, 2023

  Han He, Song Feng, Daniele Bonadiman, Yi Zhang, Saab Mansour

• Development of Digital Voice Biomarkers and Associations with Cognition, CSF Biomarkers and Neural Representation in Early Alzheimer’s Disease

  Alzheimer's & Dementia: Diagnosis, Assessment & Disease Monitoring (DADM), 2023

  Ihab Hajjar, Maureen Okafor, Jinho D. Choi, Elliot Moore II, Anees Abrol, Vince D. Calhoun, Felicia C. Goldstein

• Document-level Condition-Treatment Relation Extraction on Disease-related Social Media Forums

  EMNLP Workshop on Health Text Mining and Information Analysis (LOUHI), 2022

  Sichang Tu, Stephen Doogan, Jinho D. Choi

• Automatic Generation of Large-scale Multi-turn Dialogues from Reddit

  International Conference on Computational Linguistics, 2022

  Daniil Huryn, William M. Hutsell, Jinho D. Choi

• Widely Interpretable Semantic Representation: Frameless Meaning Representation for Broader Applicability

  arXiv, 2022

  Lydia Feng, Gregor Williamson, Han He, Jinho D. Choi

• Online Coreference Resolution for Dialogue Processing: Improving Mention-Linking on Real-Time Conversations

  Joint Conference on Lexical and Computational Semantics (*SEM), 2022

  Liyan Xu, Jinho D. Choi

• Modeling Explicit Task Interactions in Document-Level Joint Entity and Relation Extraction

  Proceedings of the Annual Conference of the North American Chapter of the Association for Computational Linguistics, 2022

  Liyan Xu, Jinho D. Choi

• A Cognitive Approach to Annotating Causal Constructions in a Cross-Genre Corpus

  LREC Workshop on Linguistic Annotation (LAW), 2022

  Angela Cao, Gregor Williamson, Jinho D. Choi

• Automatic Enrichment of Abstract Meaning Representations

  LREC Workshop on Linguistic Annotation (LAW), 2022

  Yuxin Ji, Gregor Williamson, Jinho D. Choi

• RescoreBERT: Discriminative Speech Recognition Rescoring with Bert

  IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2022

  Liyan Xu, Yile Gu, Jari Kolehmainen, Haidar Khan, Ankur Gandhe, Ariya Rastrow, Andreas Stolcke, Ivan Bulyko

• Report from the NSF Future Directions Workshop on Automatic Evaluation of Dialog: Research Directions and Challenges

  NSF Future Directions Workshop on the Automatic Evaluation of Open-Domain Dialog (AED), 2022

  Shikib Mehri, Jinho D. Choi, Luis Fernando D'Haro, Jan Deriu, Maxine Eskenazi, Milica Gasic, Kallirroi Georgila, Dilek Hakkani-Tur, Zekang Li, Verena Rieser, Samira Shaikh, David Traum, Yi-Ting Yeh, Zhou Yu, Yizhe Zhang, Chen Zhang

• Zero-Shot Cross-Lingual Machine Reading Comprehension via Inter-Sentence Dependency Graph

  AAAI Conference on Artificial Intelligence (AAAI), 2022

  Liyan Xu, Xuchao Zhang, Bo Zong, Yanchi Liu, Wei Cheng, Jingchao Ni, Haifeng Chen, Zhao Liang, Jinho D. Choi

• Adapted End-to-End Coreference Resolution System for Anaphoric Identities in Dialogues

  EMNLP Workshop on Computational Models of Reference, Anaphora and Coreference (CRAC): Shared Task on Anaphora Resolution in Dialogues (CODI), 2021

  Liyan Xu, Jinho D. Choi

• Analysis of Zero-Shot Crosslingual Learning between English and Korean for Named Entity Recognition

  EMNLP Workshop on Multilingual Representation Learning (MRL), 2021

  Jongin Kim, Nayoung Choi, Seunghyun Lim, Jungwhan Kim, Soojin Chung, Hyunsoo Woo, Min Song, Jinho D. Choi

• FantasyCoref: Coreference Resolution on Fantasy Literature Through Omniscient Writer’s Point of View

  EMNLP Workshop on Computational Models of Reference, Anaphora and Coreference (CRAC), 2021

  Sooyoun Han, Sumin Seo, Minji Kang, Jongin Kim, Nayoung Choi, Min Song, Jinho D. Choi

• Intensionalizing Abstract Meaning Representations: Non-veridicality and Scope

  EMNLP Workshop on Linguistic Annotation (LAW) and Designing Meaning Representations (DMR), 2021

  Gregor Williamson, Patrick Elliott, Yuxin Ji, Jinho D. Choi

• Boosting Cross-Lingual Transfer via Self-Learning with Uncertainty Estimation

  Conference on Empirical Methods in Natural Language Processing (EMNLP), 2021

  Liyan Xu, Xuchao Zhang, Xujiang Zhao, Haifeng Chen, Feng Chen, Jinho D. Choi

• The Stem Cell Hypothesis: Dilemma behind Multi-Task Learning with Transformer Encoders

  Conference on Empirical Methods in Natural Language Processing (EMNLP), 2021

  Han He, Jinho D. Choi

• UMR-Writer: A Web Application for Annotating Uniform Meaning Representations

  Conference on Empirical Methods in Natural Language Processing (EMNLP): System Demonstrations, 2021

  Jin Zhao, Nianwen Xue, Jens Van Gysel, Jinho D. Choi

• View Distillation with Unlabeled Data for Extracting Adverse Drug Effects from User-Generated Data

  ACL Workshop on Social Media Mining for Health (SMM4H), 2021

  Payam Karisani, Jinho D. Choi, Li Xiong

• What Went Wrong? Explaining Overall Dialogue Quality through Utterance-Level Impacts

  ACL Workshop on Natural Language Processing for Conversational AI (NLP4ConvAI), 2021

  James D. Finch, Sarah E. Finch, Jinho D. Choi

• StreamSide: A Fully-Customizable Open-Source Toolkit for Efficient Annotation of Meaning Representations

  arXiv, 2021

  Jinho D. Choi, Gregor Williamson

• ELIT: Emory Language and Information Toolkit

  arXiv, 2021

  Han He, Liyan Xu, Jinho D. Choi

• SMAT: An Attention-based Deep Learning Solution to the Automation of Schema Matching

  European Conference on Advances in Databases and Information Systems (ADBIS), 2021

  Jing Zhang, Bonggun Shin, Jinho D. Choi, Joyce C. Ho

• Levi Graph AMR Parser using Heterogeneous Attention

  International Conference on Parsing Technologies (IWPT), 2021

  Han He, Jinho D. Choi

• An Approach to Inference-Driven Dialogue Management within a Social Chatbot

  Proceedings of the Alexa Prize Socialbot Grand Challenge (AlexaPrize), 2021

  Sarah E. Finch, James D. Finch, Daniil Huryn, William M. Hutsell, Xiaoyuan S. Huang, Han He, Jinho D. Choi

• COVID-19 Pandemic-Associated Changes in the Acuity of Brain MRI Findings: A Secondary Analysis of Reports Using Natural Language Processing

  Contemporary Problems in Diagnostic Radiology (CPDR), 2021

  Taejin L. Min, Liyan Xu, Jinho D. Choi, Ranliang Hu, Jason W. Allen, Christopher Reeves, Derek Hsu, Richard Duszak, Jeffrey Switchenko, Gelareh Sadigh

• Enhancing Cognitive Models of Emotions with Representation Learning

  NAACL Workshop on Cognitive Modeling and Computational Linguistics (CMCL), 2021

  Yuting Guo, Jinho D. Choi

• Evaluation of Unsupervised Entity and Event Salience Estimation

  International Florida Artificial Intelligence Research Society Conference (FLAIRS), 2021

  Jiaying Lu, Jinho D. Choi

• XD at SemEval-2020 Task 12: Ensemble Approach to Offensive Language Identification in Social Media Using Transformer Encoders

  SemEval Shared Task - OffensEval 2: Multilingual Offensive Language Identification in Social Media (OffensEval), 2020

  Xiangjue Dong, Jinho D. Choi

• Analysis of Hierarchical Multi-Content Text Classification Model on B-SHARP Dataset for Early Detection of Alzheimer's Disease

  Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics (AACL), 2020

  Renxuan A. Li, Ihab Hajjar, Felicia Goldstein, Jinho D. Choi

• Competence-Level Prediction and Resume & Job Description Matching Using Context-Aware Transformer Models

  Conference on Empirical Methods in Natural Language Processing (EMNLP), 2020

  Changmao Li, Elaine Fisher, Rebecca Thomas, Steve Pittard, Vicki Hertzberg, Jinho D. Choi

• Revealing the Myth of Higher-Order Inference in Coreference Resolution

  Conference on Empirical Methods in Natural Language Processing (EMNLP), 2020

  Liyan Xu, Jinho D. Choi

• Emora: An Inquisitive Social Chatbot Who Cares For You

  Proceedings of the Alexa Prize Socialbot Grand Challenge (AlexaPrize), 2020

  Sarah E. Finch, James D. Finch, Ali Ahmadvand, Ingyu J. Choi, Xiangjue Dong, Ruixiang Qi, Harshita Sahijwani, Sergey Volokhin, Zihan Wang, Zihao Wang, Jinho D. Choi

• Adaptation of Multilingual Transformer Encoder for Robust Enhanced Universal Dependency Parsing

  IWPT Shared Task on Parsing into Enhanced Universal Dependencies, 2020

  Han He, Jinho D. Choi

• Analysis of the Penn Korean Universal Dependency Treebank (PKT-UD): Manual Revision to Build Robust Parsing Model in Korean

  International Conference on Parsing Technologies (IWPT), 2020

  Tae Hwan Oh, Ji Yoon Han, Hyonsu Choe, Seokwon Park, Han He, Jinho D. Choi, Na-Rae Han, Jena D. Hwang, Hansaem Kim

• Transformer-based Context-aware Sarcasm Detection in Conversation Threads from Social Media

  ACL Workshop on Figurative Language Processing: Shared Task on Sarcasm Detection (FigLang), 2020

  Xiangjue Dong, Changmao Li, Jinho D. Choi

• Transformers to Learn Hierarchical Contexts in Multiparty Dialogue for Span-based Question Answering

  Annual Conference of the Association for Computational Linguistics (ACL), 2020

  Changmao Li, Jinho D. Choi

• Noise Pollution in Hospital Readmission Prediction: Long Document Classification with Reinforcement Learning

  ACL Workshop on Biomedical Natural Language Processing (BioNLP), 2020

  Liyan Xu, Julien Hogan, Rachel E. Patzer, Jinho D. Choi

• Emora STDM: A Versatile Framework for Innovative Dialogue System Development

  Annual Meeting of the Special Interest Group on Discourse and Dialogue (SIGDIAL): System Demonstrations, 2020

  James D. Finch, Jinho D. Choi

• Towards Unified Dialogue System Evaluation: A Comprehensive Analysis of Current Evaluation Protocols

  Annual Meeting of the Special Interest Group on Discourse and Dialogue (SIGDIAL), 2020

  Sarah E. Finch, Jinho D. Choi

• Establishing Strong Baselines for the New Decade: Sequence Tagging, Syntactic and Semantic Parsing with BERT

  International Florida Artificial Intelligence Research Society Conference (FLAIRS), 2020

  Han He, Jinho D. Choi

• Automatic Text-Based Personality Recognition on Monologues and Multiparty Dialogues Using Attentive Networks and Contextual Embeddings

  AAAI Conference on Artificial Intelligence (AAAI): Student Abstract and Poster Program, 2020

  Hang Jiang, Xianzhe Zhang, Jinho D. Choi

• Incremental Sense Weight Training for In-Depth Interpretation of Contextualized Word Embeddings

  AAAI Conference on Artificial Intelligence (AAAI): Student Abstract and Poster Program, 2020

  Xinyi Jiang, Zhengzhe Yang, Jinho D. Choi

• Design and Challenges of Cloze-Style Reading Comprehension Tasks on Multiparty Dialogue

  arXiv, 2019

  Changmao Li, Tianhao Liu, Jinho D. Choi

• FriendsQA: Open-Domain Question Answering on TV Show Transcripts

  Annual Meeting of the Special Interest Group on Discourse and Dialogue (SIGDIAL), 2019

  Zhengzhe Yang, Jinho D. Choi

• The Pupil Has Become the Master: Teacher-Student Model-Based Word Embedding Distillation with Ensemble Learning

  International Joint Conference on Artificial Intelligence (IJCAI), 2019

  Bonggun Shin, Hao Yang, Jinho D. Choi

• Meta-Semantic Representation for Early Detection of Alzheimer’s Disease

  ACL Workshop on Designing Meaning Representations (DMR), 2019

  Jinho D. Choi, Mengmei Li, Felicia Goldstein, Ihab Hajjar

• Multimodal Ensemble Approach to Incorporate Various Types of Clinical Notes for Predicting Readmission

  IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI), 2019

  Bonggun Shin, Julien Hogan, Andrew B. Adams, Raymond J. Lynch, Rachel E. Patzer, Jinho D. Choi

• Coordinate Structures in Universal Dependencies for Head-final Languages

  EMNLP Workshop on Universal Dependencies (UDW), 2018

  Hiroshi Kanayama, Na-Rae Han, Masayuki Asahara, Jena D. Hwang, Yusuke Miyao, Jinho D. Choi, Yuji Matsumoto

• They Exist! Introducing Plural Mentions to Coreference Resolution and Entity Linking

  International Conference on Computational Linguistics (COLING), 2018

  Ethan Zhou, Jinho D. Choi

• Challenging Reading Comprehension on Daily Conversation: Passage Completion on Multiparty Dialog

  Annual Conference of the North American Chapter of the Association for Computational Linguistics (NAACL), 2018

  Kaixin Ma, Tomasz Jurczyk, Jinho D. Choi

• SemEval 2018 Task 4: Character Identification on Multiparty Dialogues

  International Workshop on Semantic Evaluation (SemEval), 2018

  Jinho D. Choi, Henry Y. Chen

• Building Universal Dependency Treebanks in Korean

  International Conference on Language Resources and Evaluation (LREC), 2018

  Jayeol Chun, Na-Rae Han, Jena D. Hwang, Jinho D. Choi

• ELIT: The Cloud-based Research Platform Where Anyone Can Deploy Their Models

  ResearchGate, 2018

  Gary Lai, Bonggun Shin, Jinho D. Choi

• Emotion Detection on TV Show Transcripts with Sequence-Based Convolutional Neural Networks

  AAAI Workshop on Affective Content Analysis (AFFCON), 2018

  Sayyed M. Zahiri, Jinho D. Choi

• Analysis of Wikipedia-based Corpora for Question Answering

  arXiv, 2018

  Tomasz Jurczyk, Amit Deshmane, Jinho D. Choi

• Event Analysis on the 2016 U.S. Presidential Election Using Social Media

  International Conference on Social Informatics (SocInfo), 2017

  Tarrek A. Shaban, Lindsay Hexter, Jinho D. Choi

• Cross-genre Document Retrieval: Matching between Conversational and Formal Writings

  Proceedings of the EMNLP Workshop on Building Linguistically Generalizable NLP Systems (BLGNLP), 2017

  Tomasz Jurczyk, Jinho D. Choi

• Improving Document Clustering by Removing Unnatural Language

  EMNLP Workshop on Noisy User-generated Text (WNUT), 2017

  Myungha Jang, Jinho D. Choi, James Allan

• Lexicon Integrated CNN Models with Attention for Sentiment Analysis

  EMNLP Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis (WASSA), 2017

  Bonggun Shin, Timothy Lee, 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

  bioRxiv, 2017

  Falgun H. Chokshi, Bonggun Shin, Timothy Lee, Andrew Lemmon, Sean Necessary, Jinho D. Choi

• Robust Coreference Resolution and Entity Linking on Dialogues: Character Identification on TV Show Transcripts

  Conference on Computational Natural Language Learning (CoNLL), 2017

  Henry Y. Chen, Ethan Zhou, Jinho D. Choi

• Text-based Speaker Identification on Multiparty Dialogues Using Multi-document Convolutional Neural Networks

  Annual Meeting of the Association for Computational Linguistics (ACL): Student Research Workshop, 2017

  Kaixin Ma, Catherine Xiao, Jinho D. Choi

• Classification of Radiology Reports Using Neural Attention Models

  International Joint Conference on Neural Networks (IJCNN), 2017

  Bonggun Shin, Falgun H. Chokshi, Timothy Lee, Jinho D. Choi

• Deep Dependency Graph Conversion in English

  International Workshop on Treebanks and Linguistic Theories (TLT), 2017

  Jinho D. Choi

• SelQA: A New Benchmark for Selection-Based Question Answering

  International Conference on Tools with Artificial Intelligence (ICTAI), 2016

  Tomasz Jurczyk, Michael Zhai, Jinho D. Choi

• QA-It: Classifying Non-Referential It for Question Answer Pairs

  Annual Meeting of the Association for Computational Linguistics (ACL): Student Research Workshop, 2016

  Timothy Lee, Alex Lutz, Jinho D. Choi

• Character Identification on Multiparty Conversation: Identifying Mentions of Characters in TV Shows

  Annual Meeting of the Special Interest Group on Discourse and Dialogue (SIGDIAL), 2016

  Henry Y. Chen, Jinho D. Choi

• Dynamic Feature Induction: The Last Gist to the State-of-the-Art

  Annual Conference of the North American Chapter of the Association for Computational Linguistics (NAACL), 2016

  Jinho D. Choi

• Multi-Field Structural Decomposition for Question Answering

  arXiv, 2016

  Tomasz Jurczyk, Jinho D. Choi

• Intrinsic and Extrinsic Evaluations of Word Embeddings

  Proceedings of the AAAI Conference on Artificial Intelligence (AAAI): Student Abstract and Poster Program, 2016

  Michael Zhai, Johnny Tan, Jinho D. Choi

• Computational Exploration of the Linguistic Structures of Future-Oriented Expression: Classification and Categorization

  Annual Meeting of the Association for Computational Linguistics (ACL): Student Research Workshop, 2015

  Allen Nie, Jason Shepard, Jinho D. Choi, Bridget Copley, Phillip Wolff

• Semantics-based Graph Approach to Complex Question-Answering

  Annual Meeting of the Association for Computational Linguistics (ACL): Student Research Workshop, 2015

  Tomasz Jurczyk, Jinho D. Choi

• It Depends: Dependency Parser Comparison Using A Web-based Evaluation Tool

  Proceedings of the Annual Meeting of the Association for Computational Linguistics (ACL), 2015

  Jinho D. Choi, Joel Tetreault, Amanda Stent

• Real-Time Community Question Answering: Exploring Content Recommendation and User Notification Strategies

  Conference on Intelligent User Interfaces (iUI), 2015

  Qiaoling Liu, Tomasz Jurczyk, Jinho D. Choi, Eugene Agichtein