Sharon Li
5 papers · 2026–2026 · 1 conference · across top CS/AI conferences
Conferences
ACL (5)
Top co-authors
Keywords
large language model
(3)
bayesian inference
(1)
uncertainty quantification
(1)
evaluation framework
(1)
majority voting
(1)
task mapping
(1)
cross-modal alignment
(1)
interactive agent
(1)
large vision-language model
(1)
multi-agent debate
(1)
few-shot demonstration
(1)
human preference
(1)
mode extraction
(1)
open-ended text generation
(1)
identity bia
(1)
multimodal in-context learning
(1)
best-of-n selection
(1)
geographic reasoning
(1)
response anonymization
(1)
spectral clustering
(1)
Papers
Why Multimodal In-Context Learning Lags Behind? Unveiling the Inner Mechanisms and Bottlenecks
ACL 2026
When Identity Skews Debate: Anonymization for Bias-Reduced Multi-Agent Reasoning
ACL 2026
ModeX: Evaluator-Free Best-of-N Selection for Open-Ended Generation
ACL 2026
Uncertainty Quantification in LLM Agents: Foundations, Emerging Challenges, and Opportunities
ACL 2026
GeoArena: Evaluating Open-World Geographic Reasoning in Large Vision-Language Models
ACL 2026