Shuofei Qiao
19 papers · 2022–2026 · 7 conferences · across top CS/AI conferences
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NIPS (1)
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Keywords
large language model
(7)
agent system
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agent planning
(2)
foundation model
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action knowledge
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named entity recognition
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language agent
(2)
in-context learning
(1)
knowledge extraction
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benchmark evaluation
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prompt engineering
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question answering
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attribute extraction
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code generation
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information extraction
(1)
domain adaptation
(1)
automated reasoning
(1)
compositional learning
(1)
instruction tuning
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document-level extraction
(1)
Papers
KnowRL: Exploring Knowledgeable Reinforcement Learning for Factuality
ACL 2026
Mitigating Context Interference for Reliable and Efficient Search Agents
ACL 2026
Why Do Open-Source LLMs Struggle with Data Analysis? A Systematic Empirical Study
AAAI 2026
KnowAgent: Knowledge-Augmented Planning for LLM-Based Agents
NAACL 2025
Graph-guided Cross-composition Feature Disentanglement for Compositional Zero-shot Learning
ACL 2025
OS Agents: A Survey on MLLM-based Agents for Computer, Phone and Browser Use
ACL 2025
Agentic Knowledgeable Self-awareness
ACL 2025
SynWorld: Virtual Scenario Synthesis for Agentic Action Knowledge Refinement
ACL 2025
LightThinker: Thinking Step-by-Step Compression
EMNLP 2025
Benchmarking Agentic Workflow Generation
ICLR 2025
Agent Planning with World Knowledge Model
NIPS 2024
AutoAct: Automatic Agent Learning from Scratch for QA via Self-Planning
ACL 2024
EasyInstruct: An Easy-to-use Instruction Processing Framework for Large Language Models
ACL 2024
Knowledge Mechanisms in Large Language Models: A Survey and Perspective
EMNLP 2024
Making Language Models Better Tool Learners with Execution Feedback
NAACL 2024
One Model for All Domains: Collaborative Domain-Prefix Tuning for Cross-Domain NER
IJCAI 2023
Reasoning with Language Model Prompting: A Survey
ACL 2023
On Analyzing the Role of Image for Visual-Enhanced Relation Extraction (Student Abstract)
AAAI 2023
DeepKE: A Deep Learning Based Knowledge Extraction Toolkit for Knowledge Base Population
EMNLP 2022