Liangwei Yang
7 papers · 2024–2026 · 6 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (5) π Renaissance Researcher (7) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (24) π§ Keyword Pioneer
π£
Hot Topic Early Bird
π
Cross-Pollinator
(15)
Conferences
EMNLP (2)
AAAI (1)
ACL (1)
COLING (1)
CONLL (1)
NIPS (1)
Top co-authors
Keywords
large language model
(4)
language model
(2)
action principle
(2)
recommender system
(2)
llm agent
(2)
principled reasoning
(2)
reinforcement learning
(2)
reflective optimization
(2)
synthetic data generation
(1)
language model agent
(1)
semantic knowledge
(1)
agent behavior
(1)
trajectory datum
(1)
recommendation system
(1)
collaborative filtering
(1)
synthetic datum
(1)
private datum
(1)
text representation
(1)
cold-start problem
(1)
voting prediction
(1)
Papers
Benchmarking LLMs for Political Science: A United Nations Perspective
AAAI 2026
Taxonomy-Guided Zero-Shot Recommendations with LLMs
COLING 2025
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
PRACT: Optimizing Principled Reasoning and Acting of LLM Agent
CONLL 2024
APIGen: Automated PIpeline for Generating Verifiable and Diverse Function-Calling Datasets
NIPS 2024
PRACT: Optimizing Principled Reasoning and Acting of LLM Agent
EMNLP 2024