Jinpeng Hu
17 papers · 2021–2026 · 4 venues · across top CS/AI venues
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Research topics
Machine Learning
(12)
Learning Types Β· Machine Learning
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Deep Learning
(9)
Natural Language Processing
(8)
Artificial Intelligence
(7)
Core AI
(6)
Learning Types Β· Deep Learning
(6)
Core Methods
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Understanding
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Healthcare & Medicine
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Clinical
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Keywords
contrastive learning
(4)
named entity recognition
(4)
large language model
(4)
domain adaptation
(3)
active learning
(2)
sequence labeling
(2)
multimodal learning
(2)
multi-agent system
(2)
impression generation
(2)
few-shot relation extraction
(2)
cross-domain ner
(2)
prompt engineering
(1)
relation extraction
(1)
in-context learning
(1)
grammatical error correction
(1)
medical imaging
(1)
transfer learning
(1)
incremental learning
(1)
semantic representation
(1)
text summarization
(1)
Papers
AgentMental: An Interactive Multi-Agent Framework for Explainable and Adaptive Mental Health Assessment
AAAI 2026
Psyche-R1: Towards Reliable Psychological LLMs through Unified Empathy, Expertise, and Reasoning
ACL 2026
Tears or Cheers? Benchmarking LLMs via Culturally Elicited Distinct Affective Responses
ACL 2026
Add-One-In: Incremental Sample Selection for Large Language Models via a Choice-Based Greedy Paradigm
EMNLP 2025
APLOT: Robust Reward Modeling via Adaptive Preference Learning with Optimal Transport
EMNLP 2025
MultiAgentESC: A LLM-based Multi-Agent Collaboration Framework for Emotional Support Conversation
EMNLP 2025
Self-Instructed Derived Prompt Generation Meets In-Context Learning: Unlocking New Potential of Black-Box LLMs
ACL 2025
A Simple Yet Effective Subsequence-Enhanced Approach for Cross-Domain NER
AAAI 2023
EASAL: Entity-Aware Subsequence-Based Active Learning for Named Entity Recognition
AAAI 2023
Improving Grammatical Error Correction with Multimodal Feature Integration
ACL 2023
Improving Radiology Summarization with Radiograph and Anatomy Prompts
ACL 2023
A Label-Aware Autoregressive Framework for Cross-Domain NER
NAACL 2022
A Simple yet Effective Relation Information Guided Approach for Few-Shot Relation Extraction
ACL 2022
Graph Enhanced Contrastive Learning for Radiology Findings Summarization
ACL 2022
Hero-Gang Neural Model For Named Entity Recognition
NAACL 2022
Learn from Relation Information: Towards Prototype Representation Rectification for Few-Shot Relation Extraction
NAACL 2022
Word Graph Guided Summarization for Radiology Findings
ACL 2021