Yinhong Liu
14 papers · 2022–2025 · 6 venues · across top CS/AI venues
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Achievements
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🌉 Interdisciplinary Bridge · Gold 🌍 Conference Polyglot · Silver 🗺️ Taxonomy Completionist (41) 🐣 Hot Topic Early Bird 🗃️ Keyword Collector (77)
⚡
Prolific Year · Productive
💎
Century Club · Bronze
Top co-authors
Research topics
Artificial Intelligence
(10)
Core AI
(10)
Natural Language Processing
(8)
Machine Learning
(6)
Deep Learning
(5)
Learning Types · Machine Learning
(5)
Resources & Methods
(5)
Generation
(4)
Models
(4)
Application Areas
(3)
Computer Vision
(2)
Learning Types · Deep Learning
(2)
Optimization & Theory
(2)
Interdisciplinary
(1)
Applications
(1)
Keywords
large language model
(7)
multimodal learning
(2)
evaluation metric
(2)
text generation
(2)
video generation
(1)
preference learning
(1)
benchmark evaluation
(1)
factuality evaluation
(1)
text classification
(1)
response generation
(1)
information retrieval
(1)
semantic representation
(1)
video super-resolution
(1)
visual grounding
(1)
language model alignment
(1)
data augmentation
(1)
safety alignment
(1)
reinforcement learning from human feedback
(1)
model alignment
(1)
image restoration
(1)
Papers
Aligning with Logic: Measuring, Evaluating and Improving Logical Preference Consistency in Large Language Models
ICML 2025
FaStFact: Faster, Stronger Long-Form Factuality Evaluations in LLMs
EMNLP 2025
GraphCheck: Breaking Long-Term Text Barriers with Extracted Knowledge Graph-Powered Fact-Checking
ACL 2025
Improving Preference Extraction In LLMs By Identifying Latent Knowledge Through Classifying Probes
ACL 2025
MDSEval: A Meta-Evaluation Benchmark for Multimodal Dialogue Summarization
EMNLP 2025
Prompt Compression for Large Language Models: A Survey
NAACL 2025
STAR: Spatial-Temporal Augmentation with Text-to-Video Models for Real-World Video Super-Resolution
ICCV 2025
When Personalization Meets Reality: A Multi-Faceted Analysis of Personalized Preference Learning
EMNLP 2025
Fairer Preferences Elicit Improved Human-Aligned Large Language Model Judgments
EMNLP 2024
MR-Ben: A Meta-Reasoning Benchmark for Evaluating System-2 Thinking in LLMs
NeurIPS 2024
TOAD: Task-Oriented Automatic Dialogs with Diverse Response Styles
ACL 2024
Unlocking Structure Measuring: Introducing PDD, an Automatic Metric for Positional Discourse Coherence
NAACL 2024
Learning Functional Distributional Semantics with Visual Data
ACL 2022
Plug-and-Play Recipe Generation with Content Planning
EMNLP 2022