Guizhen Chen
10 papers · 2023–2025 · 3 venues · across top CS/AI venues
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Achievements
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🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (20) 🗃️ Keyword Collector (55)
💎
Century Club · Bronze
❓
The Questioner
⚡
Prolific Year · Productive
Venues
Top co-authors
Research topics
Natural Language Processing
(8)
Artificial Intelligence
(6)
Machine Learning
(6)
Core AI
(6)
Resources & Methods
(6)
Deep Learning
(3)
Applications
(3)
Generation
(3)
Learning Types · Machine Learning
(3)
Learning Types · Deep Learning
(3)
Application Areas
(2)
Optimization & Theory
(2)
Interdisciplinary
(1)
Linguistics
(1)
Keywords
large language model
(7)
zero-shot learning
(2)
chain-of-thought reasoning
(2)
reinforcement learning
(2)
logical reasoning
(1)
domain generalization
(1)
few-shot learning
(1)
natural language processing
(1)
benchmark evaluation
(1)
puzzle solving
(1)
sentiment analysis
(1)
argument mining
(1)
mathematical reasoning
(1)
self-supervised learning
(1)
data augmentation
(1)
knowledge distillation
(1)
visual perception
(1)
computational argumentation
(1)
text generation
(1)
neural network pruning
(1)
Papers
FineReason: Evaluating and Improving LLMs’ Deliberate Reasoning through Reflective Puzzle Solving
ACL 2025
GeoPQA: Bridging the Visual Perception Gap in MLLMs for Geometric Reasoning
EMNLP 2025
JsonTuning: Towards Generalizable, Robust, and Controllable Instruction Tuning
ACL 2025
Pruning General Large Language Models into Customized Expert Models
ACL 2025
Data Augmentation using LLMs: Data Perspectives, Learning Paradigms and Challenges
ACL 2024
Domain-Expanded ASTE: Rethinking Generalization in Aspect Sentiment Triplet Extraction
EMNLP 2024
Exploring the Potential of Large Language Models in Computational Argumentation
ACL 2024
How do Large Language Models Handle Multilingualism?
NeurIPS 2024
Reasoning Paths Optimization: Learning to Reason and Explore From Diverse Paths
EMNLP 2024
Zero-Shot Text Classification via Self-Supervised Tuning
ACL 2023