Shuofei Qiao
19 papers · 2022–2026 · 7 venues · across top CS/AI venues
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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
Agentic Knowledgeable Self-awareness
ACL 2025
Benchmarking Agentic Workflow Generation
ICLR 2025
Graph-guided Cross-composition Feature Disentanglement for Compositional Zero-shot Learning
ACL 2025
KnowAgent: Knowledge-Augmented Planning for LLM-Based Agents
NAACL 2025
LightThinker: Thinking Step-by-Step Compression
EMNLP 2025
OS Agents: A Survey on MLLM-based Agents for Computer, Phone and Browser Use
ACL 2025
SynWorld: Virtual Scenario Synthesis for Agentic Action Knowledge Refinement
ACL 2025
Agent Planning with World Knowledge Model
NeurIPS 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
On Analyzing the Role of Image for Visual-Enhanced Relation Extraction (Student Abstract)
AAAI 2023
One Model for All Domains: Collaborative Domain-Prefix Tuning for Cross-Domain NER
IJCAI 2023
Reasoning with Language Model Prompting: A Survey
ACL 2023
DeepKE: A Deep Learning Based Knowledge Extraction Toolkit for Knowledge Base Population
EMNLP 2022