Sitao Cheng
11 papers · 2023–2026 · 3 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
Jump to papers ↓+2 more ↓ Show less ↑
🌉 Interdisciplinary Bridge · Silver 🌍 Conference Polyglot · Bronze 🗺️ Taxonomy Completionist (30) 🐣 Hot Topic Early Bird 🗃️ Keyword Collector (54)
⚡
Prolific Year · Productive
💎
Century Club · Bronze
Top co-authors
Research topics
Natural Language Processing
(11)
Artificial Intelligence
(10)
Core AI
(10)
Applications
(7)
Machine Learning
(5)
Learning Types · Machine Learning
(5)
Resources & Methods
(5)
Deep Learning
(3)
Knowledge & Reasoning
(2)
Generation
(2)
Reasoning
(2)
Application Areas
(1)
Core Methods
(1)
Learning Paradigms
(1)
Learning Types · Deep Learning
(1)
Keywords
large language model
(5)
knowledge base question answering
(3)
semantic parsing
(3)
multi-hop reasoning
(2)
retrieval-augmented generation
(2)
in-context learning
(2)
natural language generation
(1)
question decomposition
(1)
memory recall
(1)
information retrieval
(1)
knowledge graph question answering
(1)
noisy channel model
(1)
ai safety
(1)
knowledge base
(1)
table question answering
(1)
model evaluation
(1)
synthetic data generation
(1)
multi-hop question answering
(1)
question answering
(1)
logical reasoning
(1)
Papers
LEDOM: Reverse Language Model
ACL 2026
Disentangling Memory and Reasoning Ability in Large Language Models
ACL 2025
Dynamic Evaluation for Oversensitivity in LLMs
EMNLP 2025
RuleArena: A Benchmark for Rule-Guided Reasoning with LLMs in Real-World Scenarios
ACL 2025
TARGA: Targeted Synthetic Data Generation for Practical Reasoning over Structured Data
ACL 2025
Thread: A Logic-Based Data Organization Paradigm for How-To Question Answering with Retrieval Augmented Generation
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