Taicheng Guo
7 papers · 2023–2026 · 4 conferences · across top CS/AI conferences
Achievements
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π Renaissance Researcher (5) π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (4) πΊοΈ Taxonomy Completionist (13)
π
Cross-Pollinator
(13)
π₯
Mega-Team
(28)
β
The Questioner
(2)
Conferences
ACL (3)
NIPS (2)
EMNLP (1)
IJCAI (1)
Top co-authors
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
NIPS 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
NIPS 2023