Cover Image

Data Augmentation Techniques for Process Extraction from Scientific Publications

Fuente: arXiv

Saved in:

Bibliographic Details
Main Author:	Susanti, Yuni
Format:	Preprint
Published:	2024
Subjects:	Computation and Language Information Retrieval
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Paths to Causality: Finding Informative Subgraphs Within Knowledge Graphs for Knowledge-Based Causal Discovery
by: Susanti, Yuni, et al.
Published: (2025)

Optimizing Small Transformer-Based Language Models for Multi-Label Sentiment Analysis in Short Texts
by: Neumann, Julius, et al.
Published: (2025)

Do We Need Bigger Models for Science? Task-Aware Retrieval with Small Language Models
by: Kelber, Florian, et al.
Published: (2026)

HyperPIE: Hyperparameter Information Extraction from Scientific Publications
by: Saier, Tarek, et al.
Published: (2023)

Self-Compositional Data Augmentation for Scientific Keyphrase Generation
by: Houbre, Mael, et al.
Published: (2024)

Automated Extraction of Acronym-Expansion Pairs from Scientific Papers
by: Ali, Izhar, et al.
Published: (2024)

SQuAI: Scientific Question-Answering with Multi-Agent Retrieval-Augmented Generation
by: Besrour, Ines, et al.
Published: (2025)

Conversational Text Extraction with Large Language Models Using Retrieval-Augmented Systems
by: Roy, Soham, et al.
Published: (2025)

Recall Them All: Retrieval-Augmented Language Models for Long Object List Extraction from Long Documents
by: Singhania, Sneha, et al.
Published: (2024)

Data Augmentation for Conversational AI
by: Soudani, Heydar, et al.
Published: (2023)

Public Health in Disaster: Emotional Health and Life Incidents Extraction during Hurricane Harvey
by: Hoang, Thomas, et al.
Published: (2024)

AutoRDF2GML: Facilitating RDF Integration in Graph Machine Learning
by: Färber, Michael, et al.
Published: (2024)

An Experimental Study on Data Augmentation Techniques for Named Entity Recognition on Low-Resource Domains
by: Torres, Arthur Elwing, et al.
Published: (2024)

Truncated Step-Level Sampling with Process Rewards for Retrieval-Augmented Reasoning
by: Samarinas, Chris, et al.
Published: (2026)

Injecting External Knowledge into the Reasoning Process Enhances Retrieval-Augmented Generation
by: Tang, Minghao, et al.
Published: (2025)

Query-oriented Data Augmentation for Session Search
by: Chen, Haonan, et al.
Published: (2024)

Question-Answer Extraction from Scientific Articles Using Knowledge Graphs and Large Language Models
by: Azarbonyad, Hosein, et al.
Published: (2025)

OkraLong: A Flexible Retrieval-Augmented Framework for Long-Text Query Processing
by: Hui, Yulong, et al.
Published: (2025)

Evaluating the Effectiveness and Scalability of LLM-Based Data Augmentation for Retrieval
by: Chitale, Pranjal A., et al.
Published: (2025)

Structure-Aware Chunking for Tabular Data in Retrieval-Augmented Generation
by: Guttal, Pooja, et al.
Published: (2026)

Bridging RDF Knowledge Graphs with Graph Neural Networks for Semantically-Rich Recommender Systems
by: Färber, Michael, et al.
Published: (2025)

Robustness of Structured Data Extraction from In-plane Rotated Documents using Multi-Modal Large Language Models (LLM)
by: Biswas, Anjanava, et al.
Published: (2024)

Validation of the Scientific Literature via Chemputation Augmented by Large Language Models
by: Pagel, Sebastian, et al.
Published: (2024)

Generalizing Conversational Dense Retrieval via LLM-Cognition Data Augmentation
by: Chen, Haonan, et al.
Published: (2024)

AugTriever: Unsupervised Dense Retrieval and Domain Adaptation by Scalable Data Augmentation
by: Meng, Rui, et al.
Published: (2022)

Multilingual Attribute Extraction from News Web Pages
by: Bedrin, Pavel, et al.
Published: (2025)

Doc2SAR: A Synergistic Framework for High-Fidelity Extraction of Structure-Activity Relationships from Scientific Documents
by: Zhuang, Jiaxi, et al.
Published: (2025)

Improving Topic Relevance Model by Mix-structured Summarization and LLM-based Data Augmentation
by: Liu, Yizhu, et al.
Published: (2024)

ConvMix: A Mixed-Criteria Data Augmentation Framework for Conversational Dense Retrieval
by: Mo, Fengran, et al.
Published: (2025)

HetaRAG: Hybrid Deep Retrieval-Augmented Generation across Heterogeneous Data Stores
by: Yan, Guohang, et al.
Published: (2025)

Query-driven Relevant Paragraph Extraction from Legal Judgments
by: Santosh, T. Y. S. S, et al.
Published: (2024)

Bridging Personalization and Control in Scientific Personalized Search
by: Mysore, Sheshera, et al.
Published: (2024)

SciNLP: A Domain-Specific Benchmark for Full-Text Scientific Entity and Relation Extraction in NLP
by: Duan, Decheng, et al.
Published: (2025)

Peerispect: Claim Verification in Scientific Peer Reviews
by: Ghorbanpour, Ali, et al.
Published: (2026)

SemRepo: A Knowledge Graph for Research Software and Its Scholarly Ecosystem
by: Rafay, Abdul, et al.
Published: (2026)

Evaluating LLM Abilities to Understand Tabular Electronic Health Records: A Comprehensive Study of Patient Data Extraction and Retrieval
by: Lovon, Jesus, et al.
Published: (2025)

Enhancing NER Performance in Low-Resource Pakistani Languages using Cross-Lingual Data Augmentation
by: Ehsan, Toqeer, et al.
Published: (2025)

Aug2Search: Enhancing Facebook Marketplace Search with LLM-Generated Synthetic Data Augmentation
by: Xi, Ruijie, et al.
Published: (2025)

Structured Extraction of Process Structure Properties Relationships in Materials Science
by: Verma, Amit K, et al.
Published: (2025)

INDUS: Effective and Efficient Language Models for Scientific Applications
by: Bhattacharjee, Bishwaranjan, et al.
Published: (2024)