Xinpeng Wang
13 papers · 2021–2025 · 5 venues · across top CS/AI venues
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Achievements
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🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (43) 🌍 Conference Polyglot · Silver 🐣 Hot Topic Early Bird 💎 Century Club · Bronze
🗃️
Keyword Collector
(86)
🌈
Renaissance Researcher
(5)
🔥
Unstoppable · Bronze
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The Questioner
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Prolific Year · Productive
Venues
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Research topics
Machine Learning
(11)
Artificial Intelligence
(10)
Core AI
(10)
Learning Types · Machine Learning
(7)
Deep Learning
(6)
Application Areas
(6)
Natural Language Processing
(5)
Learning Types · Deep Learning
(3)
Resources & Methods
(3)
Core Methods
(2)
Generation
(2)
Models
(2)
Optimization & Theory
(2)
Techniques
(2)
Data Science & Analytics
(1)
Keywords
large language model
(5)
value alignment
(2)
knowledge distillation
(2)
deep reinforcement learning
(1)
reinforcement learning
(1)
few-shot learning
(1)
contrastive learning
(1)
opinion mining
(1)
preference learning
(1)
attention mechanism
(1)
multimodal learning
(1)
natural language inference
(1)
opinion summarization
(1)
model evaluation
(1)
autoregressive generation
(1)
image generation
(1)
toxicity detection
(1)
text summarization
(1)
language model evaluation
(1)
motion planning
(1)
Papers
Algorithmic Fidelity of Large Language Models in Generating Synthetic German Public Opinions: A Case Study
ACL 2025
Surgical, Cheap, and Flexible: Mitigating False Refusal in Language Models via Single Vector Ablation
ICLR 2025
DAMRO: Dive into the Attention Mechanism of LVLM to Reduce Object Hallucination
EMNLP 2024
“My Answer is C”: First-Token Probabilities Do Not Match Text Answers in Instruction-Tuned Language Models
ACL 2024
On the Essence and Prospect: An Investigation of Alignment Approaches for Big Models
IJCAI 2024
“Seeing the Big through the Small”: Can LLMs Approximate Human Judgment Distributions on NLI from a Few Explanations?
EMNLP 2024
The Potential and Challenges of Evaluating Attitudes, Opinions, and Values in Large Language Models
EMNLP 2024
ACTOR: Active Learning with Annotator-specific Classification Heads to Embrace Human Label Variation
EMNLP 2023
How to Distill your BERT: An Empirical Study on the Impact of Weight Initialisation and Distillation Objectives
ACL 2023
Large-Scale and Multi-Perspective Opinion Summarization with Diverse Review Subsets
EMNLP 2023
ToViLaG: Your Visual-Language Generative Model is Also An Evildoer
EMNLP 2023
CHAE: Fine-Grained Controllable Story Generation with Characters, Actions and Emotions
COLING 2022
Deep Reinforcement Learning for Multi-contact Motion Planning of Hexapod Robots
IJCAI 2021