| Length-Aware Multi-Kernel Transformer for Long Document Classification | May 11, 2024 | Document ClassificationSentence | CodeCode Available | 0 | 5 |
| BL.Research at SemEval-2022 Task 8: Using various Semantic Information to evaluate document-level Semantic Textual Similarity | Jul 1, 2022 | Document ClassificationSemantic Textual Similarity | CodeCode Available | 0 | 5 |
| Learning Crosslingual Word Embeddings without Bilingual Corpora | Jun 30, 2016 | Bilingual Lexicon InductionCross-Lingual Document Classification | CodeCode Available | 0 | 5 |
| Large-Scale Learnable Graph Convolutional Networks | Aug 12, 2018 | Document ClassificationInductive Learning | CodeCode Available | 0 | 5 |
| Corpus-level and Concept-based Explanations for Interpretable Document Classification | Apr 24, 2020 | ClassificationDecision Making | CodeCode Available | 0 | 5 |
| Learning Longer-term Dependencies in RNNs with Auxiliary Losses | Mar 1, 2018 | Document ClassificationGeneral Classification | CodeCode Available | 0 | 5 |
| Leveraging Monolingual Data for Crosslingual Compositional Word Representations | Dec 19, 2014 | Document Classification | CodeCode Available | 0 | 5 |
| A La Carte Embedding: Cheap but Effective Induction of Semantic Feature Vectors | May 14, 2018 | Document ClassificationDomain Adaptation | CodeCode Available | 0 | 5 |
| AraDIC: Arabic Document Classification using Image-Based Character Embeddings and Class-Balanced Loss | Jun 20, 2020 | ClassificationDeep Learning | CodeCode Available | 0 | 5 |
| Anytime Active Learning | Jul 27, 2014 | Active LearningDocument Classification | CodeCode Available | 0 | 5 |
| BilBOWA: Fast Bilingual Distributed Representations without Word Alignments | Oct 9, 2014 | Cross-Lingual Document ClassificationDocument Classification | CodeCode Available | 0 | 5 |
| Label Errors in the Tobacco3482 Dataset | Dec 17, 2024 | Document Classificationvalid | CodeCode Available | 0 | 5 |
| Label-Wise Document Pre-Training for Multi-Label Text Classification | Aug 15, 2020 | ClassificationDocument Classification | CodeCode Available | 0 | 5 |
| BibRank: Automatic Keyphrase Extraction Platform Using~Metadata | Oct 13, 2023 | ClusteringDocument Classification | CodeCode Available | 0 | 5 |
| KATE: K-Competitive Autoencoder for Text | May 4, 2017 | Document ClassificationRetrieval | CodeCode Available | 0 | 5 |
| Beyond Document Page Classification: Design, Datasets, and Challenges | Aug 24, 2023 | BenchmarkingClassification | CodeCode Available | 0 | 5 |
| The Pupil Has Become the Master: Teacher-Student Model-Based Word Embedding Distillation with Ensemble Learning | May 31, 2019 | Document ClassificationEnsemble Learning | CodeCode Available | 0 | 5 |
| Machine Unlearning for Document Classification | Apr 29, 2024 | ClassificationDocument Classification | CodeCode Available | 0 | 5 |
| LexiPers: An ontology based sentiment lexicon for Persian | Nov 13, 2019 | Document ClassificationGeneral Classification | CodeCode Available | 0 | 5 |
| CWTM: Leveraging Contextualized Word Embeddings from BERT for Neural Topic Modeling | May 16, 2023 | Document ClassificationLanguage Modelling | CodeCode Available | 0 | 5 |
| ChuLo: Chunk-Level Key Information Representation for Long Document Processing | Oct 14, 2024 | ChunkingClassification | CodeCode Available | 0 | 5 |
| MDACE: MIMIC Documents Annotated with Code Evidence | Jul 7, 2023 | Document ClassificationExtreme Multi-Label Classification | CodeCode Available | 0 | 5 |
| A Graph Degeneracy-based Approach to Keyword Extraction | Nov 1, 2016 | Document ClassificationInformation Retrieval | CodeCode Available | 0 | 5 |
| Improving Conversational Question Answering Systems after Deployment using Feedback-Weighted Learning | Nov 1, 2020 | Conversational Question AnsweringDocument Classification | CodeCode Available | 0 | 5 |
| An Improved Method for Class-specific Keyword Extraction: A Case Study in the German Business Registry | Jul 19, 2024 | Document ClassificationKeyword Extraction | CodeCode Available | 0 | 5 |
| Mitigating Uncertainty in Document Classification | Jul 17, 2019 | ClassificationDocument Classification | CodeCode Available | 0 | 5 |
| Baseline Needs More Love: On Simple Word-Embedding-Based Models and Associated Pooling Mechanisms | May 24, 2018 | Document ClassificationGeneral Classification | CodeCode Available | 0 | 5 |
| A General-Purpose Multilingual Document Encoder | May 11, 2023 | Cross-Lingual TransferDocument Classification | CodeCode Available | 0 | 5 |
| An Exploration of Hierarchical Attention Transformers for Efficient Long Document Classification | Oct 11, 2022 | Document ClassificationGPU | CodeCode Available | 0 | 5 |
| Incorporating Figure Captions and Descriptive Text in MeSH Term Indexing | Aug 1, 2019 | ArticlesDeep Learning | CodeCode Available | 0 | 5 |
| An Explainable CNN Approach for Medical Codes Prediction from Clinical Text | Jan 14, 2021 | AttributeDocument Classification | CodeCode Available | 0 | 5 |
| ``Why Should I Trust You?'': Explaining the Predictions of Any Classifier | Jun 1, 2016 | Document ClassificationFeature Engineering | CodeCode Available | 0 | 5 |
| A Systematic Comparison of Architectures for Document-Level Sentiment Classification | Feb 19, 2020 | ClassificationDocument Classification | CodeCode Available | 0 | 5 |
| AutoML-guided Fusion of Entity and LLM-based Representations for Document Classification | Aug 19, 2024 | AutoMLClassification | CodeCode Available | 0 | 5 |
| Automation of Citation Screening for Systematic Literature Reviews using Neural Networks: A Replicability Study | Jan 19, 2022 | Document ClassificationSystematic Literature Review | CodeCode Available | 0 | 5 |
| Adaptively Connected Neural Networks | Apr 7, 2019 | Document ClassificationImage Classification | CodeCode Available | 0 | 5 |
| Hierarchical Attentional Hybrid Neural Networks for Document Classification | Jan 20, 2019 | ClassificationDocument Classification | CodeCode Available | 0 | 5 |
| An Evaluation Dataset for Legal Word Embedding: A Case Study On Chinese Codex | Mar 29, 2022 | Document ClassificationMachine Translation | CodeCode Available | 0 | 5 |
| Hierarchical Attention Networks for Document Classification | Jun 1, 2016 | Citation Intent ClassificationClassification | CodeCode Available | 0 | 5 |
| Improved Multi-label Classification under Temporal Concept Drift: Rethinking Group-Robust Algorithms in a Label-Wise Setting | Mar 15, 2022 | Document ClassificationMulti-Label Classification | CodeCode Available | 0 | 5 |
| Integrating Semantic Knowledge into Lexical Embeddings Based on Information Content Measurement | Apr 1, 2017 | Document ClassificationInformation Retrieval | CodeCode Available | 0 | 5 |
| Glyce: Glyph-vectors for Chinese Character Representations | Jan 29, 2019 | Chinese Dependency ParsingChinese Named Entity Recognition | CodeCode Available | 0 | 5 |
| Auto-Encoding Dictionary Definitions into Consistent Word Embeddings | Oct 1, 2018 | Document ClassificationMachine Translation | CodeCode Available | 0 | 5 |
| Authorless Topic Models: Biasing Models Away from Known Structure | Aug 1, 2018 | Document ClassificationTopic Models | CodeCode Available | 0 | 5 |
| GloVe: Global Vectors for Word Representation | Oct 1, 2014 | Document ClassificationInformation Retrieval | CodeCode Available | 0 | 5 |
| GVdoc: Graph-based Visual Document Classification | May 26, 2023 | ClassificationDocument Classification | CodeCode Available | 0 | 5 |
| Converting Transformers into DGNNs Form | Feb 1, 2025 | Computational EfficiencyDocument Classification | CodeCode Available | 0 | 5 |
| Generative Topic Embedding: a Continuous Representation of Documents (Extended Version with Proofs) | Jun 9, 2016 | Document ClassificationVariational Inference | CodeCode Available | 0 | 5 |
| Generalized Sobolev Transport for Probability Measures on a Graph | Feb 7, 2024 | Document ClassificationTopological Data Analysis | CodeCode Available | 0 | 5 |
| Generative Topic Embedding: a Continuous Representation of Documents | Aug 1, 2016 | Document ClassificationTopic Models | CodeCode Available | 0 | 5 |
