On the public citation graph
Long Document Classification in the Transformer Era: A Survey on Challenges, Advances, and Open Issues
0 signed · 121 inferred · view as graph
Inferred edges come from two machine sources: sweeps of open repository metadata (mostly SSRN and Zenodo), and a bulk OpenAlex citation snapshot. Every row below is labelled with the one it came from. Neither is a complete citation index — absence here is not evidence of absence.
Is this your work? Sign in with ORCID and put your name on the
claims that are yours.
Reference health. See whether every reference in this work resolves to a
known work and none has been retracted — and get a dated CiteStamped
badge you can embed.
What this work says
Outgoing claims: the papers this work cites, builds on, or argues with.
inferredcites →https://doi.org/10.1007/3-540-45368-7_12openalex-snapshot
Information Retrieval and Structured Documents
inferredcites →https://doi.org/10.1007/978-3-030-14771-6_3openalex-snapshot
Vector Space Model for Texts and the tf-idf Measure
inferredcites →https://doi.org/10.1007/978-3-030-30493-5_39openalex-snapshot
Hierarchical Attentional Hybrid Neural Networks for Document Classification
inferredcites →https://doi.org/10.1007/978-81-322-1602-5openalex-snapshot
Proceedings of the Second International Conference on Soft Computing for Problem Solving (SocProS 2012), December 28-30, 2012
inferredcites →https://doi.org/10.1007/978-81-322-1602-5_75openalex-snapshot
Text Classification Using Machine Learning Methods-A Survey
inferredcites →https://doi.org/10.1007/978-981-10-5209-5openalex-snapshot
Deep Learning in Natural Language Processing
inferredcites →https://doi.org/10.1007/s13042-010-0001-0openalex-snapshot
Understanding bag-of-words model: a statistical framework
inferredcites →https://doi.org/10.1016/b978-1-55860-377-6.50048-7openalex-snapshot
NewsWeeder: Learning to Filter Netnews
inferredcites →https://doi.org/10.1016/j.aiopen.2021.05.001openalex-snapshot
A comprehensive review on resolving ambiguities in natural language processing
inferredcites →https://doi.org/10.1016/j.compbiomed.2021.104998openalex-snapshot
Does the magic of BERT apply to medical code assignment? A quantitative study
inferredcites →https://doi.org/10.1016/j.eng.2022.04.024openalex-snapshot
Pre-Trained Language Models and Their Applications
inferredcites →https://doi.org/10.1016/j.engappai.2024.108231openalex-snapshot
Neural natural language processing for long texts: A survey on classification and summarization
inferredcites →https://doi.org/10.1037/0096-3445.133.1.83openalex-snapshot
Time Constraints and Resource Sharing in Adults' Working Memory Spans.
inferredcites →https://doi.org/10.1038/sdata.2016.35openalex-snapshot
MIMIC-III, a freely accessible critical care database
inferredcites →https://doi.org/10.1080/00437956.1954.11659520openalex-snapshot
Distributional Structure
inferredcites →https://doi.org/10.1080/17470215808416249openalex-snapshot
Some Tests of the Decay Theory of Immediate Memory
inferredcites →https://doi.org/10.1090/s0273-0979-06-01126-8openalex-snapshot
Expander graphs and their applications
inferredcites →https://doi.org/10.1109/access.2017.2696365openalex-snapshot
Machine Learning With Big Data: Challenges and Approaches
inferredcites →https://doi.org/10.1109/access.2019.2907992openalex-snapshot
Long Document Classification From Local Word Glimpses via Recurrent Attention Learning
inferredcites →https://doi.org/10.1109/access.2022.3162614openalex-snapshot
A Long-Text Classification Method of Chinese News Based on BERT and CNN
inferredcites →https://doi.org/10.1109/access.2023.3266377openalex-snapshot
A Survey of Text Representation and Embedding Techniques in NLP
inferredcites →https://doi.org/10.1109/access.2023.3295776openalex-snapshot
Information Retrieval: Recent Advances and Beyond
inferredcites →https://doi.org/10.1109/access.2024.3389497openalex-snapshot
GPT (Generative Pre-Trained Transformer)— A Comprehensive Review on Enabling Technologies, Potential Applications, Emerging Challenges, and Future Directions
inferredcites →https://doi.org/10.1109/asru46091.2019.9003958openalex-snapshot
Hierarchical Transformers for Long Document Classification
inferredcites →https://doi.org/10.1109/asyu56188.2022openalex-snapshot
2022 Innovations in Intelligent Systems and Applications Conference (ASYU)
inferredcites →https://doi.org/10.1109/asyu58738.2023.10296594openalex-snapshot
The Effect of Document Length on Machine Learning Success in Text-Based Data
inferredcites →https://doi.org/10.1109/icassp.2018.8461673openalex-snapshot
Joint Verification-Identification in end-to-end Multi-Scale CNN Framework for Topic Identification
inferredcites →https://doi.org/10.1109/icmlant59547.2023openalex-snapshot
2023 IEEE International Conference on Machine Learning and Applied Network Technologies (ICMLANT)
inferredcites →https://doi.org/10.1109/icmlant59547.2023.10372971openalex-snapshot
Computational Optimizations in LLMs
inferredcites →https://doi.org/10.1109/ijcnn52387.2021.9533869openalex-snapshot
Hierarchical Attention Transformer Networks for Long Document Classification
inferredcites →https://doi.org/10.1109/ijcnn55064.2022.9891918openalex-snapshot
Hybrid Attention-based Transformer for Long-range Document Classification
inferredcites →https://doi.org/10.1109/ijcnn55064.2022.9892046openalex-snapshot
Hierarchical Multiple Granularity Attention Network for Long Document Classification
inferredcites →https://doi.org/10.1109/tai.2024.3444742openalex-snapshot
Recent Advances in Generative AI and Large Language Models: Current Status, Challenges, and Perspectives
inferredcites →https://doi.org/10.1109/tasl.2011.2139207openalex-snapshot
MCE Training Techniques for Topic Identification of Spoken Audio Documents
inferredcites →https://doi.org/10.1109/tencon54134.2021.9707465openalex-snapshot
Comparative Study of Long Document Classification
inferredcites →https://doi.org/10.1137/1.9781611973402openalex-snapshot
Proceedings of the Twenty-Fifth Annual ACM-SIAM Symposium on Discrete Algorithms
inferredcites →https://doi.org/10.1145/1361684.1361686openalex-snapshot
Interpreting TF-IDF term weights as making relevance decisions
inferredcites →https://doi.org/10.1145/3077136.3080834openalex-snapshot
Deep Learning for Extreme Multi-label Text Classification
inferredcites →https://doi.org/10.1145/321160.321165openalex-snapshot
Automatic Document Classification
inferredcites →https://doi.org/10.1145/3340531.3411908openalex-snapshot
Beyond 512 Tokens: Siamese Multi-depth Transformer-based Hierarchical Encoder for Long-Form Document Matching
inferredcites →https://doi.org/10.1145/3404835.3463083openalex-snapshot
KeyBLD: Selecting Key Blocks with Local Pre-ranking for Long Document Information Retrieval
inferredcites →https://doi.org/10.1145/3485447.3511962openalex-snapshot
Socialformer: Social Network Inspired Long Document Modeling for Document Ranking
inferredcites →https://doi.org/10.1145/3529836.3529935openalex-snapshot
Hierarchical Neural Network Approaches for Long Document Classification
inferredcites →https://doi.org/10.1145/3600088openalex-snapshot
PARADE: Passage Representation Aggregation forDocument Reranking
inferredcites →https://doi.org/10.1145/505282.505283openalex-snapshot
Machine learning in automated text categorization
inferredcites →https://doi.org/10.1162/tacl_a_00051openalex-snapshot
Enriching Word Vectors with Subword Information
inferredcites →https://doi.org/10.1162/tacl_a_00353openalex-snapshot
Efficient Content-Based Sparse Attention with Routing Transformers
inferredcites →https://doi.org/10.14218/jerp.2022.00089openalex-snapshot
Enolase-1 as a Prognostic Biomarker of Sepsis
inferredcites →https://doi.org/10.1609/aaai.v33i01.33017370openalex-snapshot
Graph Convolutional Networks for Text Classification
inferredcites →https://doi.org/10.1609/aaai.v35i16.17664openalex-snapshot
Nyströmformer: A Nyström-based Algorithm for Approximating Self-Attention
inferredcites →https://doi.org/10.1609/aaai.v38i17.29947openalex-snapshot
Fine-Grained Distillation for Long Document Retrieval
inferredcites →https://doi.org/10.18653/v1/2020.coling-mainopenalex-snapshot
Proceedings of the 28th International Conference on Computational Linguistics
inferredcites →https://doi.org/10.18653/v1/2020.emnlp-main.19openalex-snapshot
ETC: Encoding Long and Structured Inputs in Transformers
inferredcites →https://doi.org/10.18653/v1/2020.findings-emnlp.232openalex-snapshot
Blockwise Self-Attention for Long Document Understanding
inferredcites →https://doi.org/10.18653/v1/2020.findings-emnlp.261openalex-snapshot
LEGAL-BERT: The Muppets straight out of Law School
inferredcites →https://doi.org/10.18653/v1/2021.acl-short.107openalex-snapshot
Hi-Transformer: Hierarchical Interactive Transformer for Efficient and Effective Long Document Modeling
inferredcites →https://doi.org/10.18653/v1/2021.eacl-main.154openalex-snapshot
Globalizing BERT-based Transformer Architectures for Long Document Summarization
inferredcites →https://doi.org/10.18653/v1/2021.findings-acl.346openalex-snapshot
Cluster-Former: Clustering-based Sparse Transformer for Question Answering
inferredcites →https://doi.org/10.18653/v1/2021.findings-acl.89openalex-snapshot
Medical Code Assignment with Gated Convolution and Note-Code Interaction
inferredcites →https://doi.org/10.18653/v1/2021.findings-emnlp.327openalex-snapshot
Contrastive Document Representation Learning with Graph Attention Networks
inferredcites →https://doi.org/10.18653/v1/2021.naacl-mainopenalex-snapshot
Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies
inferredcites →https://doi.org/10.18653/v1/2021.naacl-main.393openalex-snapshot
Hurdles to Progress in Long-form Question Answering
inferredcites →https://doi.org/10.18653/v1/2022.acl-short.79openalex-snapshot
Efficient Classification of Long Documents Using Transformers
inferredcites →https://doi.org/10.18653/v1/2022.acl-short.91openalex-snapshot
Code Synonyms Do Matter: Multiple Synonyms Matching Network for Automatic ICD Coding
inferredcites →https://doi.org/10.18653/v1/2022.findings-emnlp.534openalex-snapshot
Revisiting Transformer-based Models for Long Document Classification
inferredcites →https://doi.org/10.18653/v1/2022.findings-naacl.55openalex-snapshot
LongT5: Efficient Text-To-Text Transformer for Long Sequences
inferredcites →https://doi.org/10.18653/v1/2022.nllp-1.11openalex-snapshot
Processing Long Legal Documents with Pre-trained Transformers: Modding LegalBERT and Longformer
inferredcites →https://doi.org/10.18653/v1/2023.acl-short.16openalex-snapshot
HiPool: Modeling Long Documents Using Graph Neural Networks
inferredcites →https://doi.org/10.18653/v1/2024.findings-emnlp.757openalex-snapshot
More Bang for your Context: Virtual Documents for Question Answering over Long Documents
inferredcites →https://doi.org/10.18653/v1/d17-1069openalex-snapshot
SCDV : Sparse Composite Document Vectors using soft clustering over distributional representations
inferredcites →https://doi.org/10.18653/v1/d18-1openalex-snapshot
Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing
inferredcites →https://doi.org/10.18653/v1/d18-2029openalex-snapshot
Universal Sentence Encoder for English
inferredcites →https://doi.org/10.18653/v1/d19-1006openalex-snapshot
How Contextual are Contextualized Word Representations? Comparing the Geometry of BERT, ELMo, and GPT-2 Embeddings
inferredcites →https://doi.org/10.18653/v1/d19-1371openalex-snapshot
SciBERT: A Pretrained Language Model for Scientific Text
inferredcites →https://doi.org/10.18653/v1/n16-1174openalex-snapshot
Hierarchical Attention Networks for Document Classification
inferredcites →https://doi.org/10.18653/v1/n18-1openalex-snapshot
Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long Papers)
inferredcites →https://doi.org/10.18653/v1/n18-1100openalex-snapshot
Explainable Prediction of Medical Codes from Clinical Text
inferredcites →https://doi.org/10.18653/v1/n18-1202openalex-snapshot
Deep Contextualized Word Representations
inferredcites →https://doi.org/10.18653/v1/n19-1408openalex-snapshot
Rethinking Complex Neural Network Architectures for Document Classification
inferredcites →https://doi.org/10.18653/v1/p19-1285openalex-snapshot
Transformer-XL: Attentive Language Models beyond a Fixed-Length Context
inferredcites →https://doi.org/10.18653/v1/p19-1346openalex-snapshot
ELI5: Long Form Question Answering
inferredcites →https://doi.org/10.18653/v1/p19-1424openalex-snapshot
Neural Legal Judgment Prediction in English
inferredcites →https://doi.org/10.18653/v1/p19-1499openalex-snapshot
HIBERT: Document Level Pre-training of Hierarchical Bidirectional Transformers for Document Summarization
inferredcites →https://doi.org/10.18653/v1/p19-2057openalex-snapshot
Sentiment Classification Using Document Embeddings Trained with Cosine Similarity
inferredcites →https://doi.org/10.18653/v1/s19-2145openalex-snapshot
SemEval-2019 Task 4: Hyperpartisan News Detection
inferredcites →https://doi.org/10.18653/v1/s19-2146openalex-snapshot
Team Bertha von Suttner at SemEval-2019 Task 4: Hyperpartisan News Detection using ELMo Sentence Representation Convolutional Network
inferredcites →https://doi.org/10.2139/ssrn.3936759openalex-snapshot
LexGLUE: A Benchmark Dataset for Legal Language Understanding in English
inferredcites →https://doi.org/10.24963/ijcai.2020/461openalex-snapshot
A Label Attention Model for ICD Coding from Clinical Text
inferredcites →https://doi.org/10.3115/1119355openalex-snapshot
Proceedings of the 2003 conference on Empirical methods in natural language processing -
inferredcites →https://doi.org/10.3115/v1/d14-1162openalex-snapshot
Glove: Global Vectors for Word Representation
inferredcites →https://doi.org/10.3115/v1/d14-1181openalex-snapshot
Convolutional Neural Networks for Sentence Classification
inferredcites →https://doi.org/10.3390/info10040150openalex-snapshot
Text Classification Algorithms: A Survey
inferredcites →https://doi.org/10.4230/lipics.cp.2025.31openalex-snapshot
HISTORIAE, History of Socio-Cultural Transformation as Linguistic Data Science. A Humanities Use Case
inferredcites →https://doi.org/10.48550/arxiv.1301.3781openalex-snapshot
Efficient Estimation of Word Representations in Vector Space
inferredcites →https://doi.org/10.48550/arxiv.1806.04822openalex-snapshot
SGM: Sequence Generation Model for Multi-label Classification
inferredcites →https://doi.org/10.48550/arxiv.1807.03748openalex-snapshot
Representation Learning with Contrastive Predictive Coding
inferredcites →https://doi.org/10.48550/arxiv.1904.08398openalex-snapshot
DocBERT: BERT for Document Classification
inferredcites →https://doi.org/10.48550/arxiv.1904.10509openalex-snapshot
Generating Long Sequences with Sparse Transformers
inferredcites →https://doi.org/10.48550/arxiv.1911.05507openalex-snapshot
Compressive Transformers for Long-Range Sequence Modelling
inferredcites →https://doi.org/10.48550/arxiv.2004.05150openalex-snapshot
Longformer: The Long-Document Transformer
inferredcites →https://doi.org/10.48550/arxiv.2006.04768openalex-snapshot
Conv-Linformer: Boosting Linformer's Performance with Convolution in Small-Scale Settings
inferredcites →https://doi.org/10.48550/arxiv.2105.04371openalex-snapshot
Poolingformer: Long Document Modeling with Pooling Attention
inferredcites →https://doi.org/10.48550/arxiv.2108.09084openalex-snapshot
Fastformer: Additive Attention Can Be All You Need
inferredcites →https://doi.org/10.48550/arxiv.2210.05529openalex-snapshot
An Exploration of Hierarchical Attention Transformers for Efficient Long Document Classification
inferredcites →https://doi.org/10.48550/arxiv.2302.14502openalex-snapshot
A Survey on Long Text Modeling with Transformers
inferredcites →https://doi.org/10.52202/085713openalex-snapshot
Advances in Neural Information Processing Systems 19
What points at this work
Incoming claims: where this work appears in other papers’ reference lists and arguments.
inferred← citeshttps://doi.org/10.1007/s40747-026-02322-3openalex-snapshot
MoELLA-GNN: a hybrid graph neural framework with reinforcement learning path sampling and expert mixtures
inferred← citeshttps://doi.org/10.1109/icedeg70169.2026.11695468openalex-snapshot
Lexical and LLM-Based Representations for Public Tender Outcome Prediction: A Comparative Study
inferred← citeshttps://doi.org/10.1109/tcss.2026.3654355openalex-snapshot
ADAPT-MIND: A Cross-Domain Deep Learning Framework for Mental Health Signal Detection in Shakespearean and Social Media Texts
inferred← citeshttps://doi.org/10.1145/3837873.3838068openalex-snapshot
Artificial Intelligence-Driven Emotion Computation in Literary Texts and Digital Humanities Research
inferred← citeshttps://doi.org/10.1177/14727978251366563openalex-snapshot
An enhanced deep learning framework for ideological and political education data analysis
inferred← citeshttps://doi.org/10.12720/jait.17.6.1177-1187openalex-snapshot
A Neural-Symbolic Approach to Automated Essay Scoring: Integrating BERT and Hidden Markov Models for Interpretable Assessment
inferred← citeshttps://doi.org/10.2139/ssrn.7247158openalex-snapshot
Long-document Representation for Retrieval and Retrieval-augmented Generation: A Representation-First, Distillation-aware Survey
inferred← citeshttps://doi.org/10.30987/2658-6436-2025-4-52-57openalex-snapshot
ENSEMBLE OF MODELS FOR AUTOMATIC CLASSIFICATION OF RESUME TEXTS
inferred← citeshttps://doi.org/10.3390/electronics15061202openalex-snapshot
DocCLS_NMMH: A Benchmark for Native Multi-Modal Hybrid Document Classification in Enterprise Data Security Governance
inferred← citeshttps://doi.org/10.5753/sbsi.2026.248671openalex-snapshot
Hybrid Summarization for Brazilian Judicial Decisions
Editorial review for independent work. ICSAC — the Institute for Complexity
Science and Advanced Computing — runs a structured editorial panel for researchers
publishing outside journals, and publishes on CiteStamp rails. Submission is free
and goes through ORCID: icsacinstitute.org/submit.