Ruochen Zhao
12 papers · 2023–2026 · 5 venues · across top CS/AI venues
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Research topics
Artificial Intelligence
(11)
Core AI
(9)
Natural Language Processing
(7)
Deep Learning
(5)
Machine Learning
(5)
Applications
(4)
Learning Types Β· Deep Learning
(4)
Resources & Methods
(4)
Generation
(3)
Core Methods
(2)
Learning Paradigms
(2)
Learning Types Β· Machine Learning
(2)
Models
(2)
Application Areas
(1)
Architectures
(1)
Keywords
large language model
(7)
retrieval-augmented generation
(3)
agent system
(2)
natural language processing
(2)
transfer learning
(1)
multimodal learning
(1)
adversarial robustness
(1)
knowledge editing
(1)
concept-based explanation
(1)
data augmentation
(1)
question answering
(1)
text generation
(1)
feature distribution
(1)
llm evaluation
(1)
model interpretability
(1)
synthetic data generation
(1)
monte carlo tree search
(1)
multimodal retrieval
(1)
generative model
(1)
text classification
(1)
Papers
DR-Arena: an Automated Evaluation Framework for Deep Research Agents
ACL 2026
Auto-Arena: Automating LLM Evaluations with Agent Peer Battles and Committee Discussions
ACL 2025
Can We Further Elicit Reasoning in LLMs? Critic-Guided Planning with Retrieval-Augmentation for Solving Challenging Tasks
ACL 2025
Chain of Ideas: Revolutionizing Research Via Novel Idea Development with LLM Agents
EMNLP 2025
Chain-of-Knowledge: Grounding Large Language Models via Dynamic Knowledge Adapting over Heterogeneous Sources
ICLR 2024
Data Augmentation using LLMs: Data Perspectives, Learning Paradigms and Challenges
ACL 2024
Explaining Language Model Predictions with High-Impact Concepts
EACL 2024
Lifelong Event Detection with Embedding Space Separation and Compaction
NAACL 2024
Learning to Initialize: Can Meta Learning Improve Cross-task Generalization in Prompt Tuning?
ACL 2023
Randomized Smoothing with Masked Inference for Adversarially Robust Text Classifications
ACL 2023
Retrieving Multimodal Information for Augmented Generation: A Survey
EMNLP 2023
Verify-and-Edit: A Knowledge-Enhanced Chain-of-Thought Framework
ACL 2023