Liangwei Yang
6 papers · 2024–2026 · 6 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (22) 🐣 Hot Topic Early Bird 🌈 Renaissance Researcher (5)
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Research topics
Artificial Intelligence
(5)
Natural Language Processing
(4)
Core AI
(4)
Machine Learning
(3)
Application Areas
(3)
Deep Learning
(2)
Applications · Natural Language Processing
(2)
Learning Types · Machine Learning
(2)
Learning Types · Deep Learning
(2)
Resources & Methods
(2)
Computer Science
(1)
Data Science & Analytics
(1)
Mathematics & Optimization
(1)
Applications · Computer Science
(1)
Applications · Data Science & Analytics
(1)
Keywords
large language model
(3)
recommender system
(2)
collaborative filtering
(1)
text generation
(1)
text representation
(1)
semantic knowledge
(1)
synthetic data generation
(1)
voting prediction
(1)
language model
(1)
synthetic data
(1)
recommendation system
(1)
retrieval-augmented generation
(1)
dataset curation
(1)
cold-start problem
(1)
private data
(1)
user profile
(1)
agent system
(1)
user profiling
(1)
llm agent
(1)
dataset generation
(1)
Papers
Benchmarking LLMs for Political Science: A United Nations Perspective
AAAI 2026
LLMInit: A Free Lunch from Large Language Models for Selective Initialization of Recommendation
EMNLP 2025
PersonaBench: Evaluating AI Models on Understanding Personal Information through Accessing (Synthetic) Private User Data
ACL 2025
Taxonomy-Guided Zero-Shot Recommendations with LLMs
COLING 2025
APIGen: Automated PIpeline for Generating Verifiable and Diverse Function-Calling Datasets
NeurIPS 2024
PRACT: Optimizing Principled Reasoning and Acting of LLM Agent
CoNLL 2024