Huixing Jiang
15 papers · 2020–2025 · 5 venues · across top CS/AI venues
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dialogue system
(5)
intent detection
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parameter-efficient fine-tuning
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representation learning
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out-of-domain detection
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contrastive learning
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large language model
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knowledge graph
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task-oriented dialogue
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domain adaptation
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chain-of-thought reasoning
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information extraction
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preference optimization
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multimodal learning
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zero-shot learning
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question decomposition
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knowledge transfer
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catastrophic forgetting
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visual reasoning
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adversarial augmentation
(1)
Papers
A Systematic Exploration of Knowledge Graph Alignment with Large Language Models in Retrieval Augmented Generation
AAAI 2025
Controlled Low-Rank Adaptation with Subspace Regularization for Continued Training on Large Language Models
ACL 2025
Data with High and Consistent Preference Difference Are Better for Reward Model
AAAI 2025
KG-Adapter: Enabling Knowledge Graph Integration in Large Language Models through Parameter-Efficient Fine-Tuning
ACL 2024
Co-VQA : Answering by Interactive Sub Question Sequence
ACL 2022
Disentangled Knowledge Transfer for OOD Intent Discovery with Unified Contrastive Learning
ACL 2022
Domain-Oriented Prefix-Tuning: Towards Efficient and Generalizable Fine-tuning for Zero-Shot Dialogue Summarization
NAACL 2022
Revisit Overconfidence for OOD Detection: Reassigned Contrastive Learning with Adaptive Class-dependent Threshold
NAACL 2022
Capturing Event Argument Interaction via A Bi-Directional Entity-Level Recurrent Decoder
ACL 2021
Converse, Focus and Guess - Towards Multi-Document Driven Dialogue
AAAI 2021
Modeling Discriminative Representations for Out-of-Domain Detection with Supervised Contrastive Learning
ACL 2021
Novel Slot Detection: A Benchmark for Discovering Unknown Slot Types in the Task-Oriented Dialogue System
ACL 2021
Slot Transferability for Cross-domain Slot Filling
ACL 2021
Task-Oriented Clustering for Dialogues
EMNLP 2021
Syntactic Graph Convolutional Network for Spoken Language Understanding
COLING 2020