Taicheng Guo
7 papers · 2023–2026 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(15)
👥
Mega-Team · Squad
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The Questioner
(2)
Venues
Top co-authors
Research topics
Artificial Intelligence
(6)
Core AI
(6)
Natural Language Processing
(4)
Machine Learning
(2)
Applications · Natural Language Processing
(2)
Resources & Methods
(2)
Computer Science
(1)
Deep Learning
(1)
Applications · Computer Science
(1)
Core Methods
(1)
Optimization & Theory · Machine Learning
(1)
Optimization & Theory · Deep Learning
(1)
Keywords
large language model
(4)
question answering
(2)
few-shot learning
(1)
logical reasoning
(1)
in-context learning
(1)
semantic parsing
(1)
multimodal learning
(1)
code generation
(1)
evaluation framework
(1)
markov decision process
(1)
multi-agent planning
(1)
autonomous agent
(1)
multimodal large language model
(1)
communication protocol
(1)
agent collaboration
(1)
world simulation
(1)
llm agent
(1)
chain of thought
(1)
fine-grained evaluation
(1)
multi-step reasoning
(1)
Papers
MTSQL-R1: Towards Long-Horizon Multi-Turn Text-to-SQL via Agentic Training
ACL 2026
Data Interpreter: An LLM Agent for Data Science
ACL 2025
Dissecting Logical Reasoning in LLMs: A Fine-Grained Evaluation and Supervision Study
EMNLP 2025
Can LLMs Solve Molecule Puzzles? A Multimodal Benchmark for Molecular Structure Elucidation
NeurIPS 2024
Large Language Model Based Multi-agents: A Survey of Progress and Challenges
IJCAI 2024
SceMQA: A Scientific College Entrance Level Multimodal Question Answering Benchmark
ACL 2024
What can Large Language Models do in chemistry? A comprehensive benchmark on eight tasks
NeurIPS 2023