Ruixin Hong
9 papers · 2022–2026 · 5 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (22) 🐣 Hot Topic Early Bird 🔥 Unstoppable · Bronze
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Research topics
Artificial Intelligence
(8)
Core AI
(8)
Machine Learning
(5)
Natural Language Processing
(4)
Applications
(2)
Core Methods
(2)
Generation
(2)
Learning Types
(2)
Optimization & Theory
(2)
Deep Learning
(1)
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(1)
Learning Paradigms · Artificial Intelligence
(1)
Learning Paradigms · Machine Learning
(1)
Resources & Methods
(1)
Understanding
(1)
Keywords
large language model
(3)
logical reasoning
(3)
benchmark evaluation
(2)
question answering
(2)
pre-trained language model
(1)
task generalization
(1)
explainable ai
(1)
iterative generation
(1)
counterfactual reasoning
(1)
web task
(1)
language model
(1)
reasoning verification
(1)
abstract reasoning
(1)
reasoning chain
(1)
structured reasoning
(1)
fallacy detection
(1)
web agent
(1)
reasoning graph
(1)
lookahead search
(1)
explanation generation
(1)
Papers
Beyond Tokens: Dynamic Latent Reasoning via Semantic Residual Refinement
AAAI 2026
Assimilation and Accommodation: Task-Adaptive Hierarchical Abstraction for Solving Web Tasks
ACL 2025
Physics Reasoner: Knowledge-Augmented Reasoning for Solving Physics Problems with Large Language Models
COLING 2025
Abstraction-of-Thought Makes Language Models Better Reasoners
EMNLP 2024
A Closer Look at the Self-Verification Abilities of Large Language Models in Logical Reasoning
NAACL 2024
CLOMO: Counterfactual Logical Modification with Large Language Models
ACL 2024
Faithful Question Answering with Monte-Carlo Planning
ACL 2023
MetaLogic: Logical Reasoning Explanations with Fine-Grained Structure
EMNLP 2022
METGEN: A Module-Based Entailment Tree Generation Framework for Answer Explanation
NAACL 2022