Sitao Cheng
11 papers · 2023–2026 · 3 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π Interdisciplinary Bridge π§ Keyword Pioneer π Cross-Pollinator (13) π Renaissance Researcher (5)
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(28)
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Conference Polyglot
(3)
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Century Club
(10)
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Keyword Collector
(50)
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Prolific Year
(5)
Conferences
ACL (6)
EMNLP (4)
AAAI (1)
Top co-authors
Keywords
large language model
(5)
knowledge base question answering
(3)
semantic parsing
(3)
in-context learning
(2)
retrieval-augmented generation
(2)
multi-hop reasoning
(2)
question decomposition
(1)
information retrieval
(1)
few-shot learning
(1)
model evaluation
(1)
logical reasoning
(1)
knowledge graph question answering
(1)
noisy channel model
(1)
ai safety
(1)
question answering
(1)
synthetic data generation
(1)
knowledge base
(1)
table question answering
(1)
multi-hop question answering
(1)
natural language generation
(1)
Papers
LEDOM: Reverse Language Model
ACL 2026
TARGA: Targeted Synthetic Data Generation for Practical Reasoning over Structured Data
ACL 2025
RuleArena: A Benchmark for Rule-Guided Reasoning with LLMs in Real-World Scenarios
ACL 2025
Disentangling Memory and Reasoning Ability in Large Language Models
ACL 2025
Thread: A Logic-Based Data Organization Paradigm for How-To Question Answering with Retrieval Augmented Generation
EMNLP 2025
Dynamic Evaluation for Oversensitivity in LLMs
EMNLP 2025
Call Me When Necessary: LLMs can Efficiently and Faithfully Reason over Structured Environments
ACL 2024
EfficientRAG: Efficient Retriever for Multi-Hop Question Answering
EMNLP 2024
QueryAgent: A Reliable and Efficient Reasoning Framework with Environmental Feedback based Self-Correction
ACL 2024
MarkQA: A large scale KBQA dataset with numerical reasoning
EMNLP 2023
Question Decomposition Tree for Answering Complex Questions over Knowledge Bases
AAAI 2023