jian xie
17 papers · 2020–2026 · 7 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
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Research topics
Artificial Intelligence
(13)
Core AI
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Machine Learning
(9)
Natural Language Processing
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Deep Learning
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Learning Types Β· Deep Learning
(5)
Applications
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Learning Types Β· Machine Learning
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Optimization & Theory
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Core Methods
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Education
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Keywords
large language model
(5)
slot filling
(2)
language agent
(2)
retrieval-augmented generation
(2)
policy gradient
(1)
curriculum learning
(1)
reinforcement learning
(1)
direct preference optimization
(1)
neural network training
(1)
preference alignment
(1)
preference optimization
(1)
multimodal learning
(1)
task-oriented dialogue
(1)
instruction following
(1)
feature attribution
(1)
preference learning
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educational technology
(1)
joint learning
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adaptive sampling
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spoken language understanding
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Papers
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
LCR-RAG: Enhancing Logical Consistency in Retrieval-Augmented Generation via Neuro-symbolic Reinforcement Learning
ACL 2026
MRACL: Multi-Reward Space Guided Adaptive Curriculum Reinforcement Learning for LLMs
AAAI 2026
3D-Properties: Identifying Challenges in DPO and Charting a Path Forward
ICLR 2025
AAAR-1.0: Assessing AIβs Potential to Assist Research
ICML 2025
Implicit Reasoning in Transformers is Reasoning through Shortcuts
ACL 2025
LLM Agents for Education: Advances and Applications
EMNLP 2025
Revealing the Barriers of Language Agents in Planning
NAACL 2025
Sequential Preference Optimization: Multi-Dimensional Preference Alignment with Implicit Reward Modeling
AAAI 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
NeurIPS 2022
SlotRefine: A Fast Non-Autoregressive Model for Joint Intent Detection and Slot Filling
EMNLP 2020