Zhitao Li
8 papers · 2023–2025 · 5 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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🌍
Conference Polyglot · Silver
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(27)
Top co-authors
Research topics
Machine Learning
(6)
Artificial Intelligence
(5)
Deep Learning
(4)
Natural Language Processing
(3)
Core AI
(3)
Learning Types · Machine Learning
(3)
Optimization & Theory
(3)
Application Areas
(2)
Learning Paradigms
(2)
Learning Types · Deep Learning
(2)
Techniques
(2)
Speech & Audio
(1)
Applications
(1)
Bayesian & Probabilistic · Artificial Intelligence
(1)
Bayesian & Probabilistic · Machine Learning
(1)
Keywords
large language model
(4)
attention mechanism
(2)
uncertainty estimation
(2)
uncertainty quantification
(2)
instruction tuning
(2)
knowledge distillation
(2)
self-supervised learning
(1)
prompt engineering
(1)
performance optimization
(1)
natural language generation
(1)
in-context learning
(1)
automatic speech recognition
(1)
transfer learning
(1)
gaussian process
(1)
weak-to-strong learning
(1)
data selection
(1)
singular value decomposition
(1)
hallucination mitigation
(1)
variational inference
(1)
reinforcement learning
(1)
Papers
Dynamic Attention-Guided Context Decoding for Mitigating Context Faithfulness Hallucinations in Large Language Models
ACL 2025
GRASP: Replace Redundant Layers with Adaptive Singular Parameters for Efficient Model Compression
EMNLP 2025
From Quantity to Quality: Boosting LLM Performance with Self-Guided Data Selection for Instruction Tuning
NAACL 2024
Superfiltering: Weak-to-Strong Data Filtering for Fast Instruction-Tuning
ACL 2024
Boosting Chinese ASR Error Correction with Dynamic Error Scaling Mechanism
Interspeech 2023
On the Calibration and Uncertainty with Pólya-Gamma Augmentation for Dialog Retrieval Models
AAAI 2023
PRCA: Fitting Black-Box Large Language Models for Retrieval Question Answering via Pluggable Reward-Driven Contextual Adapter
EMNLP 2023
Prompt Guided Copy Mechanism for Conversational Question Answering
Interspeech 2023