Pingjie Wang
9 papers · 2024–2026 · 4 conferences · across top CS/AI conferences
Achievements
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π§ Keyword Pioneer π Conference Polyglot (4) π Cross-Pollinator (8) π Renaissance Researcher (6) π Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(21)
Conferences
ACL (3)
EMNLP (3)
COLING (2)
ICLR (1)
Top co-authors
Keywords
multimodal learning
(2)
large language model
(2)
decision making
(1)
knowledge distillation
(1)
factual accuracy
(1)
in-context learning
(1)
chain-of-thought reasoning
(1)
hallucination mitigation
(1)
retrieval-augmented generation
(1)
visual reasoning
(1)
knowledge base
(1)
generative model
(1)
cross-modal alignment
(1)
counterfactual reasoning
(1)
multimodal large language model
(1)
question answering
(1)
pre-trained language model
(1)
decoding strategy
(1)
medical imaging
(1)
visual perception
(1)
Papers
Cross-Modal Coreference Alignment: Enabling Reliable Information Transfer in Omni-LLMs
ACL 2026
When Seeing Is not Enough: Revealing the Limits of Active Reasoning in MLLMs
ACL 2026
DSVD: Dynamic Self-Verify Decoding for Faithful Generation in Large Language Models
EMNLP 2025
Towards Omni-RAG: Comprehensive Retrieval-Augmented Generation for Large Language Models in Medical Applications
ACL 2025
Bridging the Dynamic Perception Gap: Training-Free Draft Chain-of-Thought for Dynamic Multimodal Spatial Reasoning
EMNLP 2025
Combatting Dimensional Collapse in LLM Pre-Training Data via Submodular File Selection
ICLR 2025
HSDreport: Heart Sound Diagnosis with Echocardiography Reports
EMNLP 2024
CE-VDG: Counterfactual Entropy-based Bias Reduction for Video-grounded Dialogue Generation
COLING 2024
Pruning before Fine-tuning: A Retraining-free Compression Framework for Pre-trained Language Models
COLING 2024