Thomas Gschwind
5 papers · 2022–2026 · 3 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (17) 🐣 Hot Topic Early Bird 🏆 Keyword Champion (3)
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Research topics
Artificial Intelligence
(4)
Natural Language Processing
(4)
Core AI
(4)
Generation
(4)
Deep Learning
(3)
Computer Science
(2)
Machine Learning
(2)
Applications · Computer Science
(2)
Learning Types · Deep Learning
(2)
Resources & Methods
(2)
Application Areas
(1)
Applications · Natural Language Processing
(1)
Architectures
(1)
Core Methods
(1)
Learning Types · Machine Learning
(1)
Keywords
workflow generation
(3)
natural language interface
(2)
large language model
(2)
natural language understanding
(2)
code generation
(2)
retrieval-augmented generation
(2)
abstract meaning representation
(1)
knowledge graph
(1)
constrained decoding
(1)
ai planning
(1)
few-shot prompting
(1)
utterance decomposition
(1)
api integration
(1)
edge prediction
(1)
stage prediction
(1)
classifier-augmented generation
(1)
workflow prediction
(1)
application integration
(1)
etl flow
(1)
few-shot learning
(1)
Papers
From Natural Language to Executable ETL Flows: The IBM DataStage Assistant
AAAI 2026
Classifier-Augmented Generation for Structured Workflow Prediction
EMNLP 2025
Adapting LLMs for Structured Natural Language API Integration
EMNLP 2024
A Goal-Driven Natural Language Interface for Creating Application Integration Workflows
AAAI 2022
Attention-based Interpretability with Concept Transformers
ICLR 2022