Text-to-Pipeline: Bridging Natural Language and Data Preparation Pipelines
Fuente:
arXiv
Saved in:
| Main Authors: | Ge, Yuhang, Liu, Yachuan, Ye, Zhangyan, Mao, Yuren, Gao, Yunjun |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
FIT-RAG: Black-Box RAG with Factual Information and Token Reduction
by: Mao, Yuren, et al.
Published: (2024)
by: Mao, Yuren, et al.
Published: (2024)
How Does A Text Preprocessing Pipeline Affect Ontology Matching?
by: Qiang, Zhangcheng, et al.
Published: (2024)
by: Qiang, Zhangcheng, et al.
Published: (2024)
The Text Classification Pipeline: Starting Shallow going Deeper
by: Siino, Marco, et al.
Published: (2024)
by: Siino, Marco, et al.
Published: (2024)
ResumeFlow: An LLM-facilitated Pipeline for Personalized Resume Generation and Refinement
by: Zinjad, Saurabh Bhausaheb, et al.
Published: (2024)
by: Zinjad, Saurabh Bhausaheb, et al.
Published: (2024)
ImCoref-CeS: An Improved Lightweight Pipeline for Coreference Resolution with LLM-based Checker-Splitter Refinement
by: Luo, Kangyang, et al.
Published: (2025)
by: Luo, Kangyang, et al.
Published: (2025)
Health Sentinel: An AI Pipeline For Real-time Disease Outbreak Detection
by: Pant, Devesh, et al.
Published: (2025)
by: Pant, Devesh, et al.
Published: (2025)
PASC: Pipeline-Aware Conformal Prediction with Joint Coverage Guarantees for Multi-Stage NLP and LLM Pipelines
by: Kotte, Varun
Published: (2026)
by: Kotte, Varun
Published: (2026)
A Question Answering Based Pipeline for Comprehensive Chinese EHR Information Extraction
by: Ying, Huaiyuan, et al.
Published: (2024)
by: Ying, Huaiyuan, et al.
Published: (2024)
Exploring the Landscape of Text-to-SQL with Large Language Models: Progresses, Challenges and Opportunities
by: Huang, Yiming, et al.
Published: (2025)
by: Huang, Yiming, et al.
Published: (2025)
Taggus: An Automated Pipeline for the Extraction of Characters' Social Networks from Portuguese Fiction Literature
by: Canário, Tiago G, et al.
Published: (2025)
by: Canário, Tiago G, et al.
Published: (2025)
Better Generalizing to Unseen Concepts: An Evaluation Framework and An LLM-Based Auto-Labeled Pipeline for Biomedical Concept Recognition
by: Liu, Shanshan, et al.
Published: (2026)
by: Liu, Shanshan, et al.
Published: (2026)
On the impact of retrieved content representations in RAG Pipelines
by: Ross, Jonathan J, et al.
Published: (2026)
by: Ross, Jonathan J, et al.
Published: (2026)
Can QPP Choose the Right Query Variant? Evaluating Query Variant Selection for RAG Pipelines
by: Arabzadeh, Negar, et al.
Published: (2026)
by: Arabzadeh, Negar, et al.
Published: (2026)
Knowing When to Ask -- Bridging Large Language Models and Data
by: Radhakrishnan, Prashanth, et al.
Published: (2024)
by: Radhakrishnan, Prashanth, et al.
Published: (2024)
DS@GT at CheckThat! 2025: Exploring Retrieval and Reranking Pipelines for Scientific Claim Source Retrieval on Social Media Discourse
by: Schofield, Jeanette, et al.
Published: (2025)
by: Schofield, Jeanette, et al.
Published: (2025)
Optimizing RAG Pipelines for Arabic: A Systematic Analysis of Core Components
by: Alsubhi, Jumana, et al.
Published: (2025)
by: Alsubhi, Jumana, et al.
Published: (2025)
A Semantic Search Pipeline for Causality-driven Adhoc Information Retrieval
by: Dalal, Dhairya, et al.
Published: (2025)
by: Dalal, Dhairya, et al.
Published: (2025)
The Synergy of Automated Pipelines with Prompt Engineering and Generative AI in Web Crawling
by: Huang, Chau-Jian
Published: (2024)
by: Huang, Chau-Jian
Published: (2024)
Exploring Selective Retrieval-Augmentation for Long-Tail Legal Text Classification
by: Mao, Boheng
Published: (2025)
by: Mao, Boheng
Published: (2025)
PashtoCorp: A 1.25-Billion-Word Corpus, Evaluation Suite, and Reproducible Pipeline for Low-Resource Language Development
by: Rahman, Hanif
Published: (2026)
by: Rahman, Hanif
Published: (2026)
Autofocus Retrieval: An Effective Pipeline for Multi-Hop Question Answering With Semi-Structured Knowledge
by: Boer, Derian, et al.
Published: (2025)
by: Boer, Derian, et al.
Published: (2025)
SPOT: Bridging Natural Language and Geospatial Search for Investigative Journalists
by: Khellaf, Lynn, et al.
Published: (2025)
by: Khellaf, Lynn, et al.
Published: (2025)
Text Data Integration
by: Rahman, Md Ataur, et al.
Published: (2026)
by: Rahman, Md Ataur, et al.
Published: (2026)
An Auditable Pipeline for Fuzzy Full-Text Screening in Systematic Reviews: Integrating Contrastive Semantic Highlighting and LLM Judgment
by: Mortezaagha, Pouria, et al.
Published: (2025)
by: Mortezaagha, Pouria, et al.
Published: (2025)
Benchmarking Complex Multimodal Document Processing Pipelines: A Unified Evaluation Framework for Enterprise AI
by: Singh, Saurabh K., et al.
Published: (2026)
by: Singh, Saurabh K., et al.
Published: (2026)
OpenResearcher: A Fully Open Pipeline for Long-Horizon Deep Research Trajectory Synthesis
by: Li, Zhuofeng, et al.
Published: (2026)
by: Li, Zhuofeng, et al.
Published: (2026)
Beyond Chains: Bridging Large Language Models and Knowledge Bases in Complex Question Answering
by: Zhu, Yihua, et al.
Published: (2025)
by: Zhu, Yihua, et al.
Published: (2025)
Bridge-RAG: An Abstract Bridge Tree Based Retrieval Augmented Generation Algorithm
by: Li, Zihang, et al.
Published: (2026)
by: Li, Zihang, et al.
Published: (2026)
Evolving Text Data Stream Mining
by: Kumar, Jay
Published: (2024)
by: Kumar, Jay
Published: (2024)
Less is More: Adapting Text Embeddings for Low-Resource Languages with Small Scale Noisy Synthetic Data
by: Navasardyan, Zaruhi, et al.
Published: (2026)
by: Navasardyan, Zaruhi, et al.
Published: (2026)
Leveraging Passage Embeddings for Efficient Listwise Reranking with Large Language Models
by: Liu, Qi, et al.
Published: (2024)
by: Liu, Qi, et al.
Published: (2024)
Improving Text Embeddings with Large Language Models
by: Wang, Liang, et al.
Published: (2023)
by: Wang, Liang, et al.
Published: (2023)
Comparative Analysis of Neural Retriever-Reranker Pipelines for Retrieval-Augmented Generation over Knowledge Graphs in E-commerce Applications
by: Rumble, Teri, et al.
Published: (2025)
by: Rumble, Teri, et al.
Published: (2025)
Generalizing Conversational Dense Retrieval via LLM-Cognition Data Augmentation
by: Chen, Haonan, et al.
Published: (2024)
by: Chen, Haonan, et al.
Published: (2024)
Optimizing News Text Classification with Bi-LSTM and Attention Mechanism for Efficient Data Processing
by: Liu, Bingyao, et al.
Published: (2024)
by: Liu, Bingyao, et al.
Published: (2024)
RAG-Enhanced Large Language Models for Dynamic Content Expiration Prediction in Web Search
by: Chen, Tingyu, et al.
Published: (2026)
by: Chen, Tingyu, et al.
Published: (2026)
Dual-Enhancement Product Bundling: Bridging Interactive Graph and Large Language Model
by: Huang, Zhe, et al.
Published: (2026)
by: Huang, Zhe, et al.
Published: (2026)
Thought-Retriever: Don't Just Retrieve Raw Data, Retrieve Thoughts for Memory-Augmented Agentic Systems
by: Feng, Tao, et al.
Published: (2026)
by: Feng, Tao, et al.
Published: (2026)
RAG-based Question Answering over Heterogeneous Data and Text
by: Christmann, Philipp, et al.
Published: (2024)
by: Christmann, Philipp, et al.
Published: (2024)
MCiteBench: A Multimodal Benchmark for Generating Text with Citations
by: Hu, Caiyu, et al.
Published: (2025)
by: Hu, Caiyu, et al.
Published: (2025)
Similar Items
-
FIT-RAG: Black-Box RAG with Factual Information and Token Reduction
by: Mao, Yuren, et al.
Published: (2024) -
How Does A Text Preprocessing Pipeline Affect Ontology Matching?
by: Qiang, Zhangcheng, et al.
Published: (2024) -
The Text Classification Pipeline: Starting Shallow going Deeper
by: Siino, Marco, et al.
Published: (2024) -
ResumeFlow: An LLM-facilitated Pipeline for Personalized Resume Generation and Refinement
by: Zinjad, Saurabh Bhausaheb, et al.
Published: (2024) -
ImCoref-CeS: An Improved Lightweight Pipeline for Coreference Resolution with LLM-based Checker-Splitter Refinement
by: Luo, Kangyang, et al.
Published: (2025)