Xinyan Guan
8 papers · 2022–2025 · 3 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (15) π Conference Polyglot (3) π Renaissance Researcher (7) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (27)
π§
Keyword Pioneer
ποΈ
Keyword Collector
(55)
β‘
Prolific Year
(5)
Conferences
ACL (4)
EMNLP (3)
AAAI (1)
Top co-authors
Research topics
Keywords
large language model
(5)
hallucination mitigation
(2)
instruction tuning
(2)
preference learning
(1)
prompt engineering
(1)
document summarization
(1)
fact verification
(1)
text representation
(1)
synthetic data generation
(1)
latent space
(1)
reinforcement learning from human feedback
(1)
knowledge graph
(1)
language model
(1)
reward model
(1)
parameter-efficient fine-tuning
(1)
dialogue generation
(1)
self-supervised learning
(1)
on-policy learning
(1)
sparse autoencoder
(1)
continual learning
(1)
Papers
PPTAgent: Generating and Evaluating Presentations Beyond Text-to-Slides
EMNLP 2025
AutoAlign: Get Your LLM Aligned with Minimal Annotations
ACL 2025
On-Policy Self-Alignment with Fine-grained Knowledge Feedback for Hallucination Mitigation
ACL 2025
ConsistentChat: Building Skeleton-Guided Consistent Multi-Turn Dialogues for Large Language Models from Scratch
EMNLP 2025
Sparse Latents Steer Retrieval-Augmented Generation
ACL 2025
REInstruct: Building Instruction Data from Unlabeled Corpus
ACL 2024
Mitigating Large Language Model Hallucinations via Autonomous Knowledge Graph-Based Retrofitting
AAAI 2024
Improving Temporal Generalization of Pre-trained Language Models with Lexical Semantic Change
EMNLP 2022