Hongbin Na
7 papers · 2024–2026 · 5 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Silver
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(21)
❓
The Questioner
⚡
Prolific Year · Productive
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Research topics
Artificial Intelligence
(5)
Core AI
(5)
Natural Language Processing
(4)
Applications
(3)
Deep Learning
(2)
Interdisciplinary
(2)
Machine Learning
(2)
Learning Types · Machine Learning
(2)
Learning Types · Deep Learning
(2)
Resources & Methods
(2)
Social
(2)
Healthcare & Medicine
(1)
Clinical
(1)
Linguistics
(1)
Keywords
large language model
(5)
mental health
(2)
social media analysis
(1)
question answering
(1)
prompt engineering
(1)
offensive language detection
(1)
toxicity detection
(1)
content moderation
(1)
phonetic analysis
(1)
intent detection
(1)
parameter-efficient fine-tuning
(1)
low-rank adaptation
(1)
task decomposition
(1)
synthetic data augmentation
(1)
hybrid model
(1)
dialogue system
(1)
chinese language processing
(1)
chinese language
(1)
instruction-based fine-tuning
(1)
clinical assessment
(1)
Papers
Narrative Nexus at SemEval-2026 Task 4: Modeling Narrative Similarity via Instruction-Based Fine-Tuning and Synthetic Data Augmentation
SemEval 2026
A Survey of Large Language Models in Psychotherapy: Current Landscape and Future Directions
ACL 2025
Detecting Conversational Mental Manipulation with Intent-Aware Prompting
COLING 2025
From Posts to Timelines: Modeling Mental Health Dynamics from Social Media Timelines with Hybrid LLMs
NAACL 2025
Hazards in Daily Life? Enabling Robots to Proactively Detect and Resolve Anomalies
NAACL 2025
Lost in Pronunciation: Detecting Chinese Offensive Language Disguised by Phonetic Cloaking Replacement
EMNLP 2025
CBT-LLM: A Chinese Large Language Model for Cognitive Behavioral Therapy-based Mental Health Question Answering
COLING 2024