Peiyi Wang
26 papers · 2022–2025 · 5 conferences · across top CS/AI conferences
Achievements
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🐝 Cross-Pollinator (9) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (5) 🌈 Renaissance Researcher (6)
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Interdisciplinary Bridge
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Keyword Pioneer
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Conferences
ACL (10)
EMNLP (9)
NAACL (4)
CVPR (2)
COLING (1)
Top co-authors
Keywords
large language model
(10)
catastrophic forgetting
(4)
representation learning
(3)
hierarchical text classification
(3)
continual learning
(3)
language model
(3)
in-context learning
(3)
contrastive learning
(3)
amr parsing
(3)
abstract meaning representation
(3)
label hierarchy
(3)
model alignment
(2)
reward model
(2)
text classification
(2)
reinforcement learning
(2)
adversarial training
(2)
few-shot learning
(2)
knowledge distillation
(2)
direct preference optimization
(2)
relation extraction
(2)
Papers
VL-RewardBench: A Challenging Benchmark for Vision-Language Generative Reward Models
CVPR 2025
Instantly Learning Preference Alignment via In-context DPO
NAACL 2025
Towards Harmonized Uncertainty Estimation for Large Language Models
ACL 2025
LLM Critics Help Catch Bugs in Mathematics: Towards a Better Mathematical Verifier with Natural Language Feedback
ACL 2025
Multimodal ArXiv: A Dataset for Improving Scientific Comprehension of Large Vision-Language Models
ACL 2024
PCA-Bench: Evaluating Multimodal Large Language Models in Perception-Cognition-Action Chain
ACL 2024
Utilizing Local Hierarchy with Adversarial Training for Hierarchical Text Classification
COLING 2024
Unlocking Efficiency in Large Language Model Inference: A Comprehensive Survey of Speculative Decoding
ACL 2024
AssistGUI: Task-Oriented PC Graphical User Interface Automation
CVPR 2024
VLFeedback: A Large-Scale AI Feedback Dataset for Large Vision-Language Models Alignment
EMNLP 2024
Math-Shepherd: Verify and Reinforce LLMs Step-by-step without Human Annotations
ACL 2024
Be a Multitude to Itself: A Prompt Evolution Framework for Red Teaming
EMNLP 2024
Large Language Models are not Fair Evaluators
ACL 2024
Not All Demonstration Examples are Equally Beneficial: Reweighting Demonstration Examples for In-Context Learning
EMNLP 2023
Enhancing Continual Relation Extraction via Classifier Decomposition
ACL 2023
Rationale-Enhanced Language Models are Better Continual Relation Learners
EMNLP 2023
Guiding AMR Parsing with Reverse Graph Linearization
EMNLP 2023
Speculative Decoding: Exploiting Speculative Execution for Accelerating Seq2seq Generation
EMNLP 2023
InfoCL: Alleviating Catastrophic Forgetting in Continual Text Classification from An Information Theoretic Perspective
EMNLP 2023
HPT: Hierarchy-aware Prompt Tuning for Hierarchical Text Classification
EMNLP 2022
Hierarchical Curriculum Learning for AMR Parsing
ACL 2022
Incorporating Hierarchy into Text Encoder: a Contrastive Learning Approach for Hierarchical Text Classification
ACL 2022
Learning Robust Representations for Continual Relation Extraction via Adversarial Class Augmentation
EMNLP 2022
An Enhanced Span-based Decomposition Method for Few-Shot Sequence Labeling
NAACL 2022
A Two-Stream AMR-enhanced Model for Document-level Event Argument Extraction
NAACL 2022
ATP: AMRize Then Parse! Enhancing AMR Parsing with PseudoAMRs
NAACL 2022