jian xie
17 papers · 2020–2026 · 7 conferences · across top CS/AI conferences
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large language model
(2)
slot filling
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retrieval-augmented generation
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reinforcement learning
(1)
curriculum learning
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mathematical reasoning
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policy gradient
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preference optimization
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multimodal learning
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task-oriented dialogue
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spoken language understanding
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educational technology
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feature attribution
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joint learning
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dialogue state tracking
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adaptive sampling
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feedback generation
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intent detection
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Papers
LCR-RAG: Enhancing Logical Consistency in Retrieval-Augmented Generation via Neuro-symbolic Reinforcement Learning
ACL 2026
Beware of Reasoning Overconfidence: Pitfalls in the Reasoning Process for Multi-solution Tasks
AAAI 2026
HierSearch: A Hierarchical Enterprise Deep Search Framework Integrating Local and Web Searches
AAAI 2026
MRACL: Multi-Reward Space Guided Adaptive Curriculum Reinforcement Learning for LLMs
AAAI 2026
LLM Agents for Education: Advances and Applications
EMNLP 2025
3D-Properties: Identifying Challenges in DPO and Charting a Path Forward
ICLR 2025
AAAR-1.0: Assessing AIβs Potential to Assist Research
ICML 2025
Sequential Preference Optimization: Multi-Dimensional Preference Alignment with Implicit Reward Modeling
AAAI 2025
Revealing the Barriers of Language Agents in Planning
NAACL 2025
Implicit Reasoning in Transformers is Reasoning through Shortcuts
ACL 2025
UniEDU: Toward Unified and Efficient Large Multimodal Models for Educational Tasks
EMNLP 2025
Adaptive Chameleon or Stubborn Sloth: Revealing the Behavior of Large Language Models in Knowledge Conflicts
ICLR 2024
MUFFIN: Curating Multi-Faceted Instructions for Improving Instruction Following
ICLR 2024
TravelPlanner: A Benchmark for Real-World Planning with Language Agents
ICML 2024
Dialogue State Distillation Network with Inter-slot Contrastive Learning for Dialogue State Tracking
AAAI 2023
A Deep Learning Dataloader with Shared Data Preparation
NIPS 2022
SlotRefine: A Fast Non-Autoregressive Model for Joint Intent Detection and Slot Filling
EMNLP 2020