Yuncheng Hua
14 papers · 2020–2026 · 6 venues · across top CS/AI venues
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Artificial Intelligence
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Natural Language Processing
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Machine Learning
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Deep Learning
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Keywords
large language model
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dialogue system
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multi-agent system
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knowledge base
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knowledge base question answering
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complex question answering
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data augmentation
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preference alignment
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variational inference
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knowledge graph question answering
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graph generation
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unsupervised domain adaptation
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weak supervision
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chain-of-thought reasoning
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attention mechanism
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latent representation
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knowledge graph
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question answering
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variational autoencoder
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bilevel optimization
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Papers
SOCIA-EVO: Automated Simulator Construction via Dual-Anchored Bi-Level Optimization
ACL 2026
ACCESS : A Benchmark for Abstract Causal Event Discovery and Reasoning
NAACL 2025
Beyond Words: Integrating Theory of Mind into Conversational Agents for Human-Like Belief, Desire, and Intention Alignment
ACL 2025
SCAR: Data Selection via Style Consistency-Aware Response Ranking for Efficient Instruction-Tuning of Large Language Models
ACL 2025
Assistive Large Language Model Agents for Socially-Aware Negotiation Dialogues
EMNLP 2024
Causal Discovery Inspired Unsupervised Domain Adaptation for Emotion-Cause Pair Extraction
EMNLP 2024
CoTKR: Chain-of-Thought Enhanced Knowledge Rewriting for Complex Knowledge Graph Question Answering
EMNLP 2024
IMO: Greedy Layer-Wise Sparse Representation Learning for Out-of-Distribution Text Classification with Pre-trained Models
ACL 2024
Letβs Negotiate! A Survey of Negotiation Dialogue Systems
EACL 2024
RENOVI: A Benchmark Towards Remediating Norm Violations in Socio-Cultural Conversations
NAACL 2024
Towards Balanced Defect Prediction with Better Information Propagation
AAAI 2021
Few-Shot Complex Knowledge Base Question Answering via Meta Reinforcement Learning
EMNLP 2020
Formal Query Building with Query Structure Prediction for Complex Question Answering over Knowledge Base
IJCAI 2020
Retrieve, Program, Repeat: Complex Knowledge Base Question Answering via Alternate Meta-learning
IJCAI 2020