Peinan Zhang
14 papers · 2021–2026 · 5 venues · across top CS/AI venues
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Achievements
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🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (26) 🌍 Conference Polyglot · Silver 🐣 Hot Topic Early Bird 🏃 Academic Marathon · Sprint
⚡
Prolific Year · Productive
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The Questioner
(2)
💎
Century Club · Bronze
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Keyword Collector
(57)
Venues
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Research topics
Machine Learning
(8)
Natural Language Processing
(7)
Artificial Intelligence
(6)
Application Areas
(5)
Core AI
(5)
Generation
(4)
Applications
(3)
Learning Types · Machine Learning
(3)
Optimization & Theory
(2)
Computer Vision
(1)
Deep Learning
(1)
Interdisciplinary
(1)
Core Methods
(1)
Learning Paradigms
(1)
Learning Types · Deep Learning
(1)
Keywords
human preference
(3)
ad text generation
(3)
text generation
(3)
paraphrase generation
(2)
benchmark dataset
(2)
advertising text
(2)
machine translation
(1)
knowledge distillation
(1)
sentiment analysis
(1)
cross-lingual transfer
(1)
in-context learning
(1)
data annotation
(1)
language model evaluation
(1)
symbolic reasoning
(1)
crowd sourcing
(1)
data augmentation
(1)
crowdsourcing annotation
(1)
token efficiency
(1)
vision-language model
(1)
natural language inference
(1)
Papers
Does Self-Consistency Improve the Recall of Encyclopedic Knowledge?
ACL 2026
Progressive Visual Refinement for Multi-modal Summarization
EACL 2026
AdParaphrase: Paraphrase Dataset for Analyzing Linguistic Features toward Generating Attractive Ad Texts
NAACL 2025
AdParaphrase v2.0: Generating Attractive Ad Texts Using a Preference-Annotated Paraphrase Dataset
ACL 2025
AdTEC: A Unified Benchmark for Evaluating Text Quality in Search Engine Advertising
NAACL 2025
BannerBench: Benchmarking Vision Language Models for Multi-Ad Selection with Human Preferences
EMNLP 2025
Distilling Many-Shot In-Context Learning into a Cheat Sheet
EMNLP 2025
CAMERA³: An Evaluation Dataset for Controllable Ad Text Generation in Japanese
COLING 2024
Cross-lingual Transfer or Machine Translation? On Data Augmentation for Monolingual Semantic Textual Similarity
COLING 2024
Generating Diverse and High-Quality Texts by Minimum Bayes Risk Decoding
ACL 2024
Striking Gold in Advertising: Standardization and Exploration of Ad Text Generation
ACL 2024
Aspect-based Analysis of Advertising Appeals for Search Engine Advertising
NAACL 2022
An Empirical Study of Generating Texts for Search Engine Advertising
NAACL 2021
FAST: Fast Annotation tool for SmarT devices
EMNLP 2021