Chenhao Ma
6 papers · 2023–2025 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(22)
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The Questioner
Top co-authors
Research topics
Natural Language Processing
(5)
Applications · Natural Language Processing
(4)
Generation
(4)
Artificial Intelligence
(3)
Deep Learning
(3)
Core AI
(3)
Learning Types · Deep Learning
(3)
Machine Learning
(2)
Data Science & Analytics
(1)
Knowledge & Reasoning
(1)
Applications · Data Science & Analytics
(1)
Architectures
(1)
Core Methods
(1)
Learning Types · Machine Learning
(1)
Reasoning
(1)
Keywords
large language model
(3)
hierarchical reasoning
(2)
domain generalization
(1)
knowledge distillation
(1)
in-context learning
(1)
question answering
(1)
incremental learning
(1)
error detection
(1)
representative sampling
(1)
hallucination mitigation
(1)
task alignment
(1)
retrieval-augmented generation
(1)
recommender system
(1)
error correction
(1)
pre-trained transformer
(1)
text-to-sql parsing
(1)
knowledge retention
(1)
knowledge conflict
(1)
small language model
(1)
context complexity
(1)
Papers
Are Large Language Models Ready for Multi-Turn Tabular Data Analysis?
ICML 2025
Micro-Act: Mitigate Knowledge Conflict in Question Answering via Actionable Self-Reasoning
ACL 2025
SHARE: An SLM-based Hierarchical Action CorREction Assistant for Text-to-SQL
ACL 2025
Before Generation, Align it! A Novel and Effective Strategy for Mitigating Hallucinations in Text-to-SQL Generation
ACL 2024
Influential Exemplar Replay for Incremental Learning in Recommender Systems
AAAI 2024
Graphix-T5: Mixing Pre-trained Transformers with Graph-Aware Layers for Text-to-SQL Parsing
AAAI 2023