← Authors

Jinho D. Choi

57 papers · 2011–2026 · 11 conferences · across top CS/AI conferences

Achievements

πŸŒ‰ Interdisciplinary Bridge 🧭 Keyword Pioneer 🌈 Renaissance Researcher (5) 🌍 Conference Polyglot (10) πŸƒ Academic Marathon (14) 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (14) πŸ—ΊοΈ Taxonomy Completionist (14) πŸ‘₯ Mega-Team (23) πŸ† Keyword Champion (6) 🌱 Topic Pioneer πŸ”¬ Deep Specialist (11) πŸ—ƒοΈ Keyword Collector (234) ⚑ Prolific Year (12) πŸš€ Conference Pioneer πŸ“ˆ Trend Setter πŸ’Ž Century Club (55) πŸ”₯ Unstoppable (11) ❓ The Questioner

Conferences

ACL (18) EMNLP (14) NAACL (7) COLING (5) AAAI (3) CONLL (2) EACL (2) IJCNLP (2) SEMEVAL (2) AACL (1) IJCAI (1)

Top co-authors

Liyan Xu (8) Sarah E. Finch (5) Han He (5) James D. Finch (4) Changmao Li (3) Xiangjue Dong (3) Kaixin Ma (2) Felicia Goldstein (2) Joel Tetreault (2) Nayoung Choi (2)

Research topics

Digital Humanities (1)

Keywords

dialogue system (9) text classification (7) coreference resolution (7) transformer encoder (6) named entity recognition (5) zero-shot learning (5) dependency parsing (4) social media (4) transformer model (4) ensemble learning (4) multi-head attention (3) multi-task learning (3) representation learning (3) large language model (3) entity linking (3) ensemble model (2) convolutional neural network (2) document classification (2) pretrained language model (2) natural language processing (2)

Papers

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