OARelatedWork: A Large-Scale Dataset of Related Work Sections with Full-texts from Open Access Sources | allainews.com

May 6, 2024, 4:47 a.m. | Martin Docekal, Martin Fajcik, Pavel Smrz

cs.CL updates on arXiv.org arxiv.org

arXiv:2405.01930v1 Announce Type: new
Abstract: This paper introduces OARelatedWork, the first large-scale multi-document summarization dataset for related work generation containing whole related work sections and full-texts of cited papers. The dataset includes 94 450 papers and 5 824 689 unique referenced papers. It was designed for the task of automatically generating related work to shift the field toward generating entire related work sections from all available content instead of generating parts of related work sections from abstracts only, which is …

abstract access arxiv cs.cl dataset document open access paper papers scale summarization type unique work

More from arxiv.org / cs.CL updates on arXiv.org

RAGTruth: A Hallucination Corpus for Developing Trustworthy Retrieval-Augmented Language Models 8 hours ago | arxiv.org

abstract arxiv become contents +17

Temporal Knowledge Question Answering via Abstract Reasoning Induction 8 hours ago | arxiv.org

abstract arxiv cs.ai cs.cl +8

Large Language Models can Contrastively Refine their Generation for Better Sentence Representation Learning 8 hours ago | arxiv.org

abstract application arxiv capabilities +19

ANALOGYKB: Unlocking Analogical Reasoning of Language Models with A Million-scale Knowledge Base 8 hours ago | arxiv.org

abstract arxiv cognitive cs.ai +23

FOLIO: Natural Language Reasoning with First-Order Logic 8 hours ago | arxiv.org

abstract arxiv benchmarks capabilities +21

Data-Informed Global Sparseness in Attention Mechanisms for Deep Neural Networks 8 hours ago | arxiv.org

arxiv attention attention mechanisms cs.cl +6

SynDy: Synthetic Dynamic Dataset Generation Framework for Misinformation Tasks 8 hours ago | arxiv.org

abstract arxiv capabilities communities +17

A Survey on Large Language Models with Multilingualism: Recent Advances and New Frontiers 8 hours ago | arxiv.org

abstract academia accessibility advances +28

COGNET-MD, an evaluation framework and dataset for Large Language Model benchmarks in the medical domain 8 hours ago | arxiv.org

abstract advanced art artificial +25

Software Engineer for AI Training Data (School Specific)

@ G2i Inc | Remote

View on ai-jobs.net

Software Engineer for AI Training Data (Python)

@ G2i Inc | Remote

View on ai-jobs.net

Software Engineer for AI Training Data (Tier 2)

@ G2i Inc | Remote

View on ai-jobs.net

Data Engineer

@ Lemon.io | Remote: Europe, LATAM, Canada, UK, Asia, Oceania

View on ai-jobs.net

Artificial Intelligence – Bioinformatic Expert

@ University of Texas Medical Branch | Galveston, TX

View on ai-jobs.net

Lead Developer (AI)

@ Cere Network | San Francisco, US

View on ai-jobs.net