Caiqi Zhang
16 papers · 2023–2026 · 6 conferences · across top CS/AI conferences
Achievements
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🐝 Cross-Pollinator (13) 🌈 Renaissance Researcher (8) 🗺️ Taxonomy Completionist (39) 🧭 Keyword Pioneer 🌉 Interdisciplinary Bridge
🌍
Conference Polyglot
(5)
🗃️
Keyword Collector
(68)
⚡
Prolific Year
(8)
💎
Century Club
(13)
❓
The Questioner
(2)
Conferences
EMNLP (7)
ACL (5)
AACL (1)
EACL (1)
IJCNLP (1)
NAACL (1)
Top co-authors
Keywords
large language model
(6)
long-form generation
(5)
uncertainty quantification
(5)
hallucination detection
(4)
text generation
(3)
confidence estimation
(3)
uncertainty expression
(2)
hallucination mitigation
(2)
vision-language model
(2)
direct preference optimization
(1)
semantic parsing
(1)
visual question answering
(1)
preference optimization
(1)
supervised learning
(1)
uncertainty modeling
(1)
chain-of-thought reasoning
(1)
graph centrality
(1)
question answering
(1)
instruction tuning
(1)
visual representation
(1)
Papers
Value of Information: A Framework for Human–Agent Communication
ACL 2026
LoVeC: Reinforcement Learning for Better Verbalized Confidence in Long-Form Generation
ACL 2026
LoGU: Long-form Generation with Uncertainty Expressions
ACL 2025
All Roads Lead to Rome: Graph-Based Confidence Estimation for Large Language Model Reasoning
EMNLP 2025
Conformity in Large Language Models
ACL 2025
A Head to Predict and a Head to Question: Pre-trained Uncertainty Quantification Heads for Hallucination Detection in LLM Outputs
EMNLP 2025
Lost in Embeddings: Information Loss in Vision–Language Models
EMNLP 2025
Atomic Calibration of LLMs in Long-Form Generations
IJCNLP 2025
Can Large Language Models Generate High-quality Patent Claims?
NAACL 2025
Atomic Calibration of LLMs in Long-Form Generations
AACL 2025
UNCLE: Benchmarking Uncertainty Expressions in Long-Form Generation
EMNLP 2025
Do We Need Language-Specific Fact-Checking Models? The Case of Chinese
EMNLP 2024
LUQ: Long-text Uncertainty Quantification for LLMs
EMNLP 2024
TopViewRS: Vision-Language Models as Top-View Spatial Reasoners
EMNLP 2024
Language is All a Graph Needs
EACL 2024
Learning Action Conditions from Instructional Manuals for Instruction Understanding
ACL 2023