Christian Poelitz
4 papers · 2023–2025 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(12)
Top co-authors
Research topics
Artificial Intelligence
(3)
Natural Language Processing
(3)
Core AI
(3)
Deep Learning
(2)
Machine Learning
(2)
Generation
(2)
Learning Types · Machine Learning
(2)
Computer Science
(1)
Applications · Natural Language Processing
(1)
Applications · Computer Science
(1)
Learning Types · Deep Learning
(1)
Models
(1)
Resources & Methods
(1)
Keywords
large language model
(3)
code generation
(2)
in-context learning
(1)
prompt engineering
(1)
instruction following
(1)
sql generation
(1)
evaluation benchmark
(1)
tabular data
(1)
natural language interface
(1)
human alignment
(1)
multi-agent system
(1)
parameter-efficient method
(1)
excel automation
(1)
guideline generation
(1)
zero-shot learning
(1)
data wrangling
(1)
few-shot learning
(1)
Papers
Evaluating the Evaluator: Measuring LLMs’ Adherence to Task Evaluation Instructions
AAAI 2025
MAGIC: Generating Self-Correction Guideline for In-Context Text-to-SQL
AAAI 2025
Solving Data-centric Tasks using Large Language Models
NAACL 2024
InstructExcel: A Benchmark for Natural Language Instruction in Excel
EMNLP 2023