Siyu Yuan
28 papers · 2022–2026 · 6 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
Jump to papers ↓+9 more ↓ Show less ↑
🐣 Hot Topic Early Bird 🌉 Interdisciplinary Bridge · Gold 🌍 Conference Polyglot · Silver 🗺️ Taxonomy Completionist (54) 🤝 Dynamic Duo (18)
🤝
Dynamic Duo
(18)
🏆
Keyword Champion
(3)
💎
Century Club · Bronze
⚡
Prolific Year · Prolific
📈
Trend Setter
❓
The Questioner
(3)
🔥
Unstoppable · Bronze
🗃️
Keyword Collector
(132)
🌈
Renaissance Researcher
(5)
Top co-authors
Research topics
Artificial Intelligence
(24)
Core AI
(23)
Natural Language Processing
(20)
Machine Learning
(13)
Resources & Methods
(13)
Learning Types · Machine Learning
(8)
Applications
(7)
Generation
(7)
Deep Learning
(5)
Knowledge & Reasoning
(4)
Application Areas
(4)
Learning Types · Deep Learning
(4)
Interdisciplinary
(2)
Learning Paradigms
(2)
Reasoning
(2)
Keywords
large language model
(16)
language model
(8)
role-playing agent
(3)
autonomous agent
(3)
analogical reasoning
(3)
language agent
(3)
vision-language model
(2)
knowledge distillation
(2)
function calling
(2)
mathematical reasoning
(2)
benchmark evaluation
(2)
reasoning capability
(2)
tool use
(2)
text generation
(2)
knowledge graph
(2)
knowledge base
(2)
temporal reasoning
(1)
in-context learning
(1)
transfer learning
(1)
machine translation
(1)
Papers
Metaphor Reasoning is Meta-reasoning
ACL 2026
Character is Destiny: Can Persona-assigned Language Models Make Personal Choices?
EMNLP 2025
CoSER: Coordinating LLM-Based Persona Simulation of Established Roles
ICML 2025
CRITICTOOL: Evaluating Self-Critique Capabilities of Large Language Models in Tool-Calling Error Scenarios
EMNLP 2025
Curse of Knowledge: Your Guidance and Provided Knowledge are biasing LLM Judges in Complex Evaluation
EMNLP 2025
DEEPER Insight into Your User: Directed Persona Refinement for Dynamic Persona Modeling
ACL 2025
EASYTOOL: Enhancing LLM-based Agents with Concise Tool Instruction
NAACL 2025
EvoAgent: Towards Automatic Multi-Agent Generation via Evolutionary Algorithms
NAACL 2025
Implicit Reasoning in Transformers is Reasoning through Shortcuts
ACL 2025
MultiLingPoT: Boosting Mathematical Reasoning in LLMs through Multilingual Program Integration
EMNLP 2025
Past Meets Present: Creating Historical Analogy with Large Language Models
ACL 2025
PunMemeCN: A Benchmark to Explore Vision-Language Models’ Understanding of Chinese Pun Memes
EMNLP 2025
Revealing the Barriers of Language Agents in Planning
NAACL 2025
SELFGOAL: Your Language Agents Already Know How to Achieve High-level Goals
NAACL 2025
ToolHop: A Query-Driven Benchmark for Evaluating Large Language Models in Multi-Hop Tool Use
ACL 2025
“A good pun is its own reword”: Can Large Language Models Understand Puns?
EMNLP 2024
ANALOGYKB: Unlocking Analogical Reasoning of Language Models with A Million-scale Knowledge Base
ACL 2024
Boosting Scientific Concepts Understanding: Can Analogy from Teacher Models Empower Student Models?
EMNLP 2024
Evaluating Character Understanding of Large Language Models via Character Profiling from Fictional Works
EMNLP 2024
InCharacter: Evaluating Personality Fidelity in Role-Playing Agents through Psychological Interviews
ACL 2024
Light Up the Shadows: Enhance Long-Tailed Entity Grounding with Concept-Guided Vision-Language Models
ACL 2024
TaskBench: Benchmarking Large Language Models for Task Automation
NeurIPS 2024
TimeArena: Shaping Efficient Multitasking Language Agents in a Time-Aware Simulation
ACL 2024
Translate Meanings, Not Just Words: IdiomKB’s Role in Optimizing Idiomatic Translation with Language Models
AAAI 2024
Beneath Surface Similarity: Large Language Models Make Reasonable Scientific Analogies after Structure Abduction
EMNLP 2023
Causality-aware Concept Extraction based on Knowledge-guided Prompting
ACL 2023
Distilling Script Knowledge from Large Language Models for Constrained Language Planning
ACL 2023
Generative Entity Typing with Curriculum Learning
EMNLP 2022