Blu-WERP (Web Extraction and Refinement Pipeline): A Scalable Pipeline for Preprocessing Large Language Model Datasets
Fuente:
arXiv
Saved in:
| Main Authors: | Gowtham, Rupesh, Sai, Kumar, Sanjay, Saravanan, Chaithanya, Venkata |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
FLUX: Data Worth Training On
by: Gowtham, et al.
Published: (2026)
by: Gowtham, et al.
Published: (2026)
A Scalable Pipeline for Estimating Verb Frame Frequencies Using Large Language Models
by: Morgan, Adam M., et al.
Published: (2025)
by: Morgan, Adam M., et al.
Published: (2025)
Large Language Models aren't all that you need
by: Holla, Kiran Voderhobli, et al.
Published: (2024)
by: Holla, Kiran Voderhobli, et al.
Published: (2024)
MDCure: A Scalable Pipeline for Multi-Document Instruction-Following
by: Liu, Gabrielle Kaili-May, et al.
Published: (2024)
by: Liu, Gabrielle Kaili-May, et al.
Published: (2024)
Jellyfish: A Large Language Model for Data Preprocessing
by: Zhang, Haochen, et al.
Published: (2023)
by: Zhang, Haochen, et al.
Published: (2023)
CodeRefine: A Pipeline for Enhancing LLM-Generated Code Implementations of Research Papers
by: Trofimova, Ekaterina, et al.
Published: (2024)
by: Trofimova, Ekaterina, et al.
Published: (2024)
Recovered in Translation: Efficient Pipeline for Automated Translation of Benchmarks and Datasets
by: Yukhymenko, Hanna, et al.
Published: (2026)
by: Yukhymenko, Hanna, et al.
Published: (2026)
TimeTox: An LLM-Based Pipeline for Automated Extraction of Time Toxicity from Clinical Trial Protocols
by: Vinjamuri, Saketh, et al.
Published: (2026)
by: Vinjamuri, Saketh, et al.
Published: (2026)
Self-Verified Distillation: Your Language Model Is Secretly Its Own Synthetic Data Pipeline
by: Lee, Tony, et al.
Published: (2026)
by: Lee, Tony, et al.
Published: (2026)
Enhancing Hepatopathy Clinical Trial Efficiency: A Secure, Large Language Model-Powered Pre-Screening Pipeline
by: Gui, Xiongbin, et al.
Published: (2025)
by: Gui, Xiongbin, et al.
Published: (2025)
The Impact of Hyperparameters on Large Language Model Inference Performance: An Evaluation of vLLM and HuggingFace Pipelines
by: Martinez, Matias
Published: (2024)
by: Martinez, Matias
Published: (2024)
Rewarding Intellectual Humility Learning When Not To Answer In Large Language Models
by: Jha, Abha, et al.
Published: (2026)
by: Jha, Abha, et al.
Published: (2026)
How to Train Private Clinical Language Models: A Comparative Study of Privacy-Preserving Pipelines for ICD-9 Coding
by: Dufour, Mathieu, et al.
Published: (2025)
by: Dufour, Mathieu, et al.
Published: (2025)
IDEA Prune: An Integrated Enlarge-and-Prune Pipeline in Generative Language Model Pretraining
by: Li, Yixiao, et al.
Published: (2025)
by: Li, Yixiao, et al.
Published: (2025)
Crossing Language Borders: A Pipeline for Indonesian Manhwa Translation
by: Narasimhan, Nithyasri, et al.
Published: (2025)
by: Narasimhan, Nithyasri, et al.
Published: (2025)
Honest Students from Untrusted Teachers: Learning an Interpretable Question-Answering Pipeline from a Pretrained Language Model
by: Eisenstein, Jacob, et al.
Published: (2022)
by: Eisenstein, Jacob, et al.
Published: (2022)
Instruct-SkillMix: A Powerful Pipeline for LLM Instruction Tuning
by: Kaur, Simran, et al.
Published: (2024)
by: Kaur, Simran, et al.
Published: (2024)
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)
Pipeline Parallelism with Controllable Memory
by: Qi, Penghui, et al.
Published: (2024)
by: Qi, Penghui, et al.
Published: (2024)
Robust and Scalable Model Editing for Large Language Models
by: Chen, Yingfa, et al.
Published: (2024)
by: Chen, Yingfa, et al.
Published: (2024)
TiME: Tiny Monolingual Encoders for Efficient NLP Pipelines
by: Schulmeister, David, et al.
Published: (2025)
by: Schulmeister, David, et al.
Published: (2025)
APIGen: Automated Pipeline for Generating Verifiable and Diverse Function-Calling Datasets
by: Liu, Zuxin, et al.
Published: (2024)
by: Liu, Zuxin, et al.
Published: (2024)
Neural Bandit Based Optimal LLM Selection for a Pipeline of Subtasks
by: Atalar, Baran, et al.
Published: (2025)
by: Atalar, Baran, et al.
Published: (2025)
Prompting Large Language Models for Clinical Temporal Relation Extraction
by: He, Jianping, et al.
Published: (2024)
by: He, Jianping, et al.
Published: (2024)
Predictive Pipelined Decoding: A Compute-Latency Trade-off for Exact LLM Decoding
by: Yang, Seongjun, et al.
Published: (2023)
by: Yang, Seongjun, et al.
Published: (2023)
Training an LLM-as-a-Judge Model: Pipeline, Insights, and Practical Lessons
by: Hu, Renjun, et al.
Published: (2025)
by: Hu, Renjun, et al.
Published: (2025)
Pipeline Analysis for Developing Instruct LLMs in Low-Resource Languages: A Case Study on Basque
by: Corral, Ander, et al.
Published: (2024)
by: Corral, Ander, et al.
Published: (2024)
RAG vs Fine-tuning: Pipelines, Tradeoffs, and a Case Study on Agriculture
by: Balaguer, Angels, et al.
Published: (2024)
by: Balaguer, Angels, et al.
Published: (2024)
UPRPRC: Unified Pipeline for Reproducing Parallel Resources -- Corpus from the United Nations
by: Lu, Qiuyang, et al.
Published: (2025)
by: Lu, Qiuyang, et al.
Published: (2025)
A Multi-Task Text Classification Pipeline with Natural Language Explanations: A User-Centric Evaluation in Sentiment Analysis and Offensive Language Identification in Greek Tweets
by: Mylonas, Nikolaos, et al.
Published: (2024)
by: Mylonas, Nikolaos, et al.
Published: (2024)
From Text to Talent: A Pipeline for Extracting Insights from Candidate Profiles
by: Frazzetto, Paolo, et al.
Published: (2025)
by: Frazzetto, Paolo, et al.
Published: (2025)
Iterative Augmentation with Summarization Refinement (IASR) Evaluation for Unstructured Survey data Modeling and Analysis
by: Bhattad, Payal, et al.
Published: (2025)
by: Bhattad, Payal, et al.
Published: (2025)
Institutional-Level Monitoring of Immune Checkpoint Inhibitor IrAEs Using a Novel Natural Language Processing Algorithmic Pipeline
by: Shapiro, Michael, et al.
Published: (2024)
by: Shapiro, Michael, et al.
Published: (2024)
A Review on Scientific Knowledge Extraction using Large Language Models in Biomedical Sciences
by: Garcia, Gabriel Lino, et al.
Published: (2024)
by: Garcia, Gabriel Lino, et al.
Published: (2024)
Hallucination is Inevitable: An Innate Limitation of Large Language Models
by: Xu, Ziwei, et al.
Published: (2024)
by: Xu, Ziwei, et al.
Published: (2024)
ADOPT: Adaptive Dependency-Guided Joint Prompt Optimization for Multi-Step LLM Pipelines
by: Zhao, Minjun, et al.
Published: (2025)
by: Zhao, Minjun, et al.
Published: (2025)
From Parameters to Data: A Task-Parameter-Guided Fine-Tuning Pipeline for Efficient LLM Alignment
by: Chen, Hao, et al.
Published: (2026)
by: Chen, Hao, et al.
Published: (2026)
Leveraging Large Language Models for Web Scraping
by: Ahluwalia, Aman, et al.
Published: (2024)
by: Ahluwalia, Aman, et al.
Published: (2024)
A U-Net and Transformer Pipeline for Multilingual Image Translation
by: Sahay, Siddharth, et al.
Published: (2025)
by: Sahay, Siddharth, et al.
Published: (2025)
Anchored Diffusion Language Model
by: Rout, Litu, et al.
Published: (2025)
by: Rout, Litu, et al.
Published: (2025)
Similar Items
-
FLUX: Data Worth Training On
by: Gowtham, et al.
Published: (2026) -
A Scalable Pipeline for Estimating Verb Frame Frequencies Using Large Language Models
by: Morgan, Adam M., et al.
Published: (2025) -
Large Language Models aren't all that you need
by: Holla, Kiran Voderhobli, et al.
Published: (2024) -
MDCure: A Scalable Pipeline for Multi-Document Instruction-Following
by: Liu, Gabrielle Kaili-May, et al.
Published: (2024) -
Jellyfish: A Large Language Model for Data Preprocessing
by: Zhang, Haochen, et al.
Published: (2023)