Jinho D. Choi

CRADLE Bench: A Clinician-Annotated Benchmark for Multi-Faceted Mental Health Crisis and Safety Risk Detection EACL 2026 Why Are We Lonely? Leveraging LLMs to Measure and Understand Loneliness in Caregivers and Non-caregivers EACL 2026 D-GEN: Automatic Distractor Generation and Evaluation for Reliable Assessment of Generative Models ACL 2025 Leveraging Explicit Reasoning for Inference Integration in Commonsense-Augmented Dialogue Models COLING 2025 Finding A Voice: Exploring the Potential of African American Dialect and Voice Generation for Chatbots ACL 2025 Beyond Linear Digital Reading: An LLM-Powered Concept Mapping Approach for Reducing Cognitive Load ACL 2025 Diverse and Effective Synthetic Data Generation for Adaptable Zero-Shot Dialogue State Tracking EMNLP 2024 Exploring the Impact of Human Evaluator Group on Chat-Oriented Dialogue Evaluation COLING 2024 Identifying Factual Inconsistencies in Summaries: Grounding LLM Inference via Task Taxonomy EMNLP 2024 Towards Open-World Product Attribute Mining: A Lightly-Supervised Approach ACL 2023 Don’t Forget Your ABC’s: Evaluating the State-of-the-Art in Chat-Oriented Dialogue Systems ACL 2023 Condition-Treatment Relation Extraction on Disease-related Social Media Data EMNLP 2022 Online Coreference Resolution for Dialogue Processing: Improving Mention-Linking on Real-Time Conversations NAACL 2022 Zero-Shot Cross-Lingual Machine Reading Comprehension via Inter-sentence Dependency Graph AAAI 2022 Automatic Generation of Large-scale Multi-turn Dialogues from Reddit COLING 2022 UMR-Writer: A Web Application for Annotating Uniform Meaning Representations EMNLP 2021 Levi Graph AMR Parser using Heterogeneous Attention ACL 2021 The Stem Cell Hypothesis: Dilemma behind Multi-Task Learning with Transformer Encoders EMNLP 2021 Boosting Cross-Lingual Transfer via Self-Learning with Uncertainty Estimation EMNLP 2021 Adapted End-to-End Coreference Resolution System for Anaphoric Identities in Dialogues EMNLP 2021 FantasyCoref: Coreference Resolution on Fantasy Literature Through Omniscient Writer’s Point of View EMNLP 2021 Analysis of Zero-Shot Crosslingual Learning between English and Korean for Named Entity Recognition EMNLP 2021 What Went Wrong? Explaining Overall Dialogue Quality through Utterance-Level Impacts EMNLP 2021 Levi Graph AMR Parser using Heterogeneous Attention IJCNLP 2021 Enhancing Cognitive Models of Emotions with Representation Learning NAACL 2021 View Distillation with Unlabeled Data for Extracting Adverse Drug Effects from User-Generated Data NAACL 2021 XD at SemEval-2020 Task 12: Ensemble Approach to Offensive Language Identification in Social Media Using Transformer Encoders SEMEVAL 2020 Adaptation of Multilingual Transformer Encoder for Robust Enhanced Universal Dependency Parsing ACL 2020 Automatic Text-Based Personality Recognition on Monologues and Multiparty Dialogues Using Attentive Networks and Contextual Embeddings (Student Abstract) AAAI 2020 Analysis of Hierarchical Multi-Content Text Classification Model on B-SHARP Dataset for Early Detection of Alzheimer’s Disease AACL 2020 Incremental Sense Weight Training for In-Depth Interpretation of Contextualized Word Embeddings (Student Abstract) AAAI 2020 XD at SemEval-2020 Task 12: Ensemble Approach to Offensive Language Identification in Social Media Using Transformer Encoders COLING 2020 Transformers to Learn Hierarchical Contexts in Multiparty Dialogue for Span-based Question Answering ACL 2020 Noise Pollution in Hospital Readmission Prediction: Long Document Classification with Reinforcement Learning ACL 2020 Transformer-based Context-aware Sarcasm Detection in Conversation Threads from Social Media ACL 2020 Analysis of the Penn Korean Universal Dependency Treebank (PKT-UD): Manual Revision to Build Robust Parsing Model in Korean ACL 2020 Competence-Level Prediction and Resume & Job Description Matching Using Context-Aware Transformer Models EMNLP 2020 Revealing the Myth of Higher-Order Inference in Coreference Resolution EMNLP 2020 Meta-Semantic Representation for Early Detection of Alzheimer’s Disease ACL 2019 The Pupil Has Become the Master: Teacher-Student Model-Based Word Embedding Distillation with Ensemble Learning IJCAI 2019 SemEval 2018 Task 4: Character Identification on Multiparty Dialogues SEMEVAL 2018 They Exist! Introducing Plural Mentions to Coreference Resolution and Entity Linking COLING 2018 Coordinate Structures in Universal Dependencies for Head-final Languages EMNLP 2018 Challenging Reading Comprehension on Daily Conversation: Passage Completion on Multiparty Dialog NAACL 2018 Robust Coreference Resolution and Entity Linking on Dialogues: Character Identification on TV Show Transcripts CONLL 2017 Text-based Speaker Identification on Multiparty Dialogues Using Multi-document Convolutional Neural Networks ACL 2017 QA-It: Classifying Non-Referential It for Question Answer Pairs ACL 2016 Dynamic Feature Induction: The Last Gist to the State-of-the-Art NAACL 2016 Semantics-based Graph Approach to Complex Question-Answering NAACL 2015 It Depends: Dependency Parser Comparison Using A Web-based Evaluation Tool ACL 2015 It Depends: Dependency Parser Comparison Using A Web-based Evaluation Tool IJCNLP 2015 Computational Exploration to Linguistic Structures of Future: Classification and Categorization NAACL 2015 Dynamic Knowledge-Base Alignment for Coreference Resolution CONLL 2013 Transition-based Dependency Parsing with Selectional Branching ACL 2013 Overview of the SPMRL 2013 Shared Task: A Cross-Framework Evaluation of Parsing Morphologically Rich Languages EMNLP 2013 Fast and Robust Part-of-Speech Tagging Using Dynamic Model Selection ACL 2012 Getting the Most out of Transition-based Dependency Parsing ACL 2011