Browse State-of-the-Art › Document Classification › Papers, page 3
Document Classification
Papers archive 2025-07-28
archive papers tagged: 641 · with a code link: 235 · where Syntology ran a sample: 33 (29 with a run with no instrument failure, 4 where every run was a failure of Syntology's instrument) Syntology
Show: all tagged papersonly where code ran (33 of 641 tagged: 29 with a run with no instrument failure, 4 where every run was a failure of Syntology's instrument)
Page 3 of 7: papers 201 to 300 of 641, in archive order: by repositories listed in the archive (most first), then newest first, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers that list no repository come after every paper that lists one.
Papers without a page here are shown as plain text. A Syntology line reads “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the figure “where Syntology's instrument failed” counts failures of Syntology's instrument, not of the code. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code); hover it for the repositories the samples that ran came from. Abstracts are on each paper's page.
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19 Jun 2018 1 repository listed
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25 May 2018 1 repository listed
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14 May 2018 1 repository listed Syntology official (archive's flag): 2 ran · 2 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 1 honoured, 1 violated, 0 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 3 harvested samples)
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3 May 2018 1 repository listed
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1 May 2018 1 repository listed
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17 Apr 2018 1 repository listed
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16 Mar 2018 1 repository listed Syntology official (archive's flag): 3 ran · 3 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 1 honoured, 0 violated, 2 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 4 harvested samples)
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1 Mar 2018 1 repository listed
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14 Aug 2017 1 repository listed
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8 Jul 2017 1 repository listed
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15 May 2017 1 repository listed
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4 May 2017 1 repository listed
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1 Apr 2017 1 repository listed
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24 Feb 2017 1 repository listed
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1 Dec 2016 1 repository listed
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1 Nov 2016 1 repository listed
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1 Nov 2016 1 repository listed
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1 Aug 2016 1 repository listed
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1 Aug 2016 1 repository listed
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30 Jun 2016 1 repository listed
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14 Jun 2016 1 repository listed
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9 Jun 2016 1 repository listed
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2 Jun 2016 1 repository listed
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1 Jun 2016 1 repository listed
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1 Jun 2016 1 repository listed
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1 Jun 2016 1 repository listed
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22 May 2016 1 repository listed
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1 May 2016 1 repository listed
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13 Oct 2015 1 repository listed
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27 Apr 2015 1 repository listed
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19 Dec 2014 1 repository listed
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27 Jul 2014 1 repository listed
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17 Apr 2014 1 repository listed
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20 Dec 2013 1 repository listed
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1 Jul 2012 1 repository listed
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On Importance of Layer Pruning for Smaller BERT Models and Low Resource Languages1 Jan 2025 0 repositories listed
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Extreme Multi-label Completion for Semantic Document Labelling with Taxonomy-Aware Parallel Learning18 Dec 2024 0 repositories listed
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Zero-Shot Prompting and Few-Shot Fine-Tuning: Revisiting Document Image Classification Using Large Language Models18 Dec 2024 0 repositories listed
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WordVIS: A Color Worth A Thousand Words13 Dec 2024 0 repositories listed
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Can Large Language Models Serve as Effective Classifiers for Hierarchical Multi-Label Classification of Scientific Documents at Industrial Scale?6 Dec 2024 0 repositories listed
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Language Model Meets Prototypes: Towards Interpretable Text Classification Models through Prototypical Networks4 Dec 2024 0 repositories listed
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Enhancing Document AI Data Generation Through Graph-Based Synthetic Layouts27 Nov 2024 0 repositories listed
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Clustering Algorithms and RAG Enhancing Semi-Supervised Text Classification with Large LLMs9 Nov 2024 0 repositories listed
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Medical-GAT: Cancer Document Classification Leveraging Graph-Based Residual Network for Scenarios with Limited Data19 Oct 2024 0 repositories listed
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Weakly-supervised diagnosis identification from Italian discharge letters19 Oct 2024 0 repositories listed
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Text Classification using Graph Convolutional Networks: A Comprehensive Survey12 Oct 2024 0 repositories listed
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Manual Verbalizer Enrichment for Few-Shot Text Classification8 Oct 2024 0 repositories listed
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Graph-tree Fusion Model with Bidirectional Information Propagation for Long Document Classification3 Oct 2024 0 repositories listed
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Document Type Classification using File Names2 Oct 2024 0 repositories listed
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On Importance of Pruning and Distillation for Efficient Low Resource NLP21 Sep 2024 0 repositories listed
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Prompting Encoder Models for Zero-Shot Classification: A Cross-Domain Study in Italian30 Jul 2024 0 repositories listed
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Hierarchical Multi-modal Transformer for Cross-modal Long Document Classification14 Jul 2024 0 repositories listed
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Rapid Biomedical Research Classification: The Pandemic PACT Advanced Categorisation Engine14 Jul 2024 0 repositories listed
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Focus on the Core: Efficient Attention via Pruned Token Compression for Document Classification3 Jun 2024 0 repositories listed
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Auxiliary Knowledge-Induced Learning for Automatic Multi-Label Medical Document Classification29 May 2024 0 repositories listed
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17 May 2024 0 repositories listed
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Improving Long Text Understanding with Knowledge Distilled from Summarization Model8 May 2024 0 repositories listed
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CICA: Content-Injected Contrastive Alignment for Zero-Shot Document Image Classification6 May 2024 0 repositories listed
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GuideWalk: A Novel Graph-Based Word Embedding for Enhanced Text Classification25 Apr 2024 0 repositories listed
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BuDDIE: A Business Document Dataset for Multi-task Information Extraction5 Apr 2024 0 repositories listed
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Developing Healthcare Language Model Embedding Spaces28 Mar 2024 0 repositories listed
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NLP for Knowledge Discovery and Information Extraction from Energetics Corpora10 Feb 2024 0 repositories listed
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Efficient Models for the Detection of Hate, Abuse and Profanity8 Feb 2024 0 repositories listed
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A Learning oriented DLP System based on Classification Model21 Dec 2023 0 repositories listed
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Diversifying Knowledge Enhancement of Biomedical Language Models using Adapter Modules and Knowledge Graphs21 Dec 2023 0 repositories listed
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Large language models in healthcare and medical domain: A review12 Dec 2023 0 repositories listed
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Learning Section Weights for Multi-Label Document Classification26 Nov 2023 0 repositories listed
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ATLANTIC: Structure-Aware Retrieval-Augmented Language Model for Interdisciplinary Science21 Nov 2023 0 repositories listed
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Causality is all you need21 Nov 2023 0 repositories listed
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Explainable Text Classification Techniques in Legal Document Review: Locating Rationales without Using Human Annotated Training Text Snippets15 Nov 2023 0 repositories listed
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A Multi-Modal Multilingual Benchmark for Document Image Classification25 Oct 2023 0 repositories listed
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Enhancing Document Information Analysis with Multi-Task Pre-training: A Robust Approach for Information Extraction in Visually-Rich Documents25 Oct 2023 0 repositories listed
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An Analysis on Large Language Models in Healthcare: A Case Study of BioBERT11 Oct 2023 0 repositories listed
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KoBigBird-large: Transformation of Transformer for Korean Language Understanding19 Sep 2023 0 repositories listed
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Feature Extraction Using Deep Generative Models for Bangla Text Classification on a New Comprehensive Dataset21 Aug 2023 0 repositories listed
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Accelerated materials language processing enabled by GPT18 Aug 2023 0 repositories listed
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Large Language Model Prompt Chaining for Long Legal Document Classification8 Aug 2023 0 repositories listed
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LaFiCMIL: Rethinking Large File Classification from the Perspective of Correlated Multiple Instance Learning30 Jul 2023 0 repositories listed
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Incrementally-Computable Neural Networks: Efficient Inference for Dynamic Inputs27 Jul 2023 0 repositories listed
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UMLS-KGI-BERT: Data-Centric Knowledge Integration in Transformers for Biomedical Entity Recognition20 Jul 2023 0 repositories listed
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Attention over pre-trained Sentence Embeddings for Long Document Classification18 Jul 2023 0 repositories listed
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Unsupervised Sentiment Analysis of Plastic Surgery Social Media Posts5 Jul 2023 0 repositories listed
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On Evaluation of Document Classification using RVL-CDIP21 Jun 2023 0 repositories listed
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Evaluation of ChatGPT on Biomedical Tasks: A Zero-Shot Comparison with Fine-Tuned Generative Transformers7 Jun 2023 0 repositories listed
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Transformer-Based UNet with Multi-Headed Cross-Attention Skip Connections to Eliminate Artifacts in Scanned Documents5 Jun 2023 0 repositories listed
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End-to-End Document Classification and Key Information Extraction using Assignment Optimization1 Jun 2023 0 repositories listed
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Neural Natural Language Processing for Long Texts: A Survey on Classification and Summarization25 May 2023 0 repositories listed
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23 May 2023 0 repositories listed
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DLUE: Benchmarking Document Language Understanding16 May 2023 0 repositories listed
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Leveraging BERT Language Model for Arabic Long Document Classification4 May 2023 0 repositories listed
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A New Information Theory of Certainty for Machine Learning25 Apr 2023 0 repositories listed
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HeRo: RoBERTa and Longformer Hebrew Language Models18 Apr 2023 0 repositories listed
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Disentangling Structure and Style: Political Bias Detection in News by Inducing Document Hierarchy5 Apr 2023 0 repositories listed
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A semi-automatic method for document classification in the shipping industry29 Mar 2023 0 repositories listed
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Finding the Needle in a Haystack: Unsupervised Rationale Extraction from Long Text Classifiers14 Mar 2023 0 repositories listed
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Neural Nonnegative Matrix Factorization for Hierarchical Multilayer Topic Modeling28 Feb 2023 0 repositories listed
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Elementwise Language Representation27 Feb 2023 0 repositories listed
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FewShotTextGCN: K-hop neighborhood regularization for few-shot learning on graphs25 Jan 2023 0 repositories listed
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Hawk: An Industrial-strength Multi-label Document Classifier15 Jan 2023 0 repositories listed
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Human in the loop: How to effectively create coherent topics by manually labeling only a few documents per class19 Dec 2022 0 repositories listed
Syntology lines on 2 of the papers shown; no Syntology record for the others (a paper without an arXiv id cannot be joined to the graph, and absence from the graph layer is not a recorded non-run). “Ran” means the sample executed on a synthesized fixture, not that the paper's result was reproduced; each line links to that paper's sample list. Syntology's record for this page has not changed since , the first build that kept a record date for it; when this build read Syntology's graph is in the build record. For agents: get_harvested_code_for_paper(arxiv_id) lists each paper's samples; how to connect.