Xinbo Zhang
7 papers · 2018–2025 · 4 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (21) 🐣 Hot Topic Early Bird
👥
Mega-Team · Squad
Top co-authors
Research topics
Artificial Intelligence
(5)
Core AI
(5)
Natural Language Processing
(4)
Applications
(4)
Machine Learning
(3)
Deep Learning
(2)
Knowledge & Reasoning
(2)
Reinforcement Learning
(2)
Learning Types · Machine Learning
(2)
Learning Types · Deep Learning
(2)
Methods
(2)
Generation
(1)
Models
(1)
Optimization & Theory
(1)
Reasoning
(1)
Keywords
large language model
(2)
question answering
(2)
chain-of-thought reasoning
(2)
reinforcement learning
(2)
natural language inference
(1)
commonsense knowledge
(1)
semantic parsing
(1)
interpretable machine learning
(1)
explanation generation
(1)
explainable ai
(1)
program synthesis
(1)
knowledge graph
(1)
state transition
(1)
benchmark dataset
(1)
language model
(1)
supervised fine-tuning
(1)
sparse reward
(1)
process supervision
(1)
complex reasoning
(1)
word analogy
(1)
Papers
Parrot: A Training Pipeline Enhances Both Program CoT and Natural Language CoT for Reasoning
EMNLP 2025
ReFT: Reasoning with Reinforced Fine-Tuning
ACL 2024
Training Large Language Models for Reasoning through Reverse Curriculum Reinforcement Learning
ICML 2024
E-KAR: A Benchmark for Rationalizing Natural Language Analogical Reasoning
ACL 2022
LOREN: Logic-Regularized Reasoning for Interpretable Fact Verification
AAAI 2022
Probabilistic Graph Reasoning for Natural Proof Generation
ACL 2021
A State-transition Framework to Answer Complex Questions over Knowledge Base
EMNLP 2018