| BERTopic: Neural topic modeling with a class-based TF-IDF procedure | Mar 11, 2022 | ClusteringDocument Embedding | CodeCode Available | 5 | 5 |
| QAEncoder: Towards Aligned Representation Learning in Question Answering System | Sep 30, 2024 | Document EmbeddingQuestion Answering | CodeCode Available | 2 | 5 |
| ARAGOG: Advanced RAG Output Grading | Apr 1, 2024 | Document EmbeddingLanguage Modeling | CodeCode Available | 2 | 5 |
| HILL: Hierarchy-aware Information Lossless Contrastive Learning for Hierarchical Text Classification | Mar 26, 2024 | Contrastive LearningDocument Embedding | CodeCode Available | 1 | 5 |
| MDERank: A Masked Document Embedding Rank Approach for Unsupervised Keyphrase Extraction | Oct 13, 2021 | Contrastive LearningDocument Embedding | CodeCode Available | 1 | 5 |
| Neighborhood Contrastive Learning for Scientific Document Representations with Citation Embeddings | Feb 14, 2022 | Citation PredictionContrastive Learning | CodeCode Available | 1 | 5 |
| Unsupervised Keyphrase Extraction by Jointly Modeling Local and Global Context | Sep 15, 2021 | Document EmbeddingKeyphrase Extraction | CodeCode Available | 1 | 5 |
| Unsupervised Learning of Discourse-Aware Text Representation for Essay Scoring | Jul 1, 2019 | ClassificationDocument Classification | CodeCode Available | 0 | 5 |
| Facilitating Interdisciplinary Knowledge Transfer with Research Paper Recommender Systems | Sep 26, 2023 | DiversityDocument Embedding | CodeCode Available | 0 | 5 |
| Word Mover's Embedding: From Word2Vec to Document Embedding | Oct 30, 2018 | Document EmbeddingGeneral Classification | CodeCode Available | 0 | 5 |
| Can x2vec Save Lives? Integrating Graph and Language Embeddings for Automatic Mental Health Classification | Jan 4, 2020 | Action ClassificationActivity Prediction | CodeCode Available | 0 | 5 |
| Approach to Predicting News -- A Precise Multi-LSTM Network With BERT | Apr 26, 2022 | Document EmbeddingSentence | CodeCode Available | 0 | 5 |
| Neural Document Embeddings for Intensive Care Patient Mortality Prediction | Dec 1, 2016 | Document EmbeddingMortality Prediction | CodeCode Available | 0 | 5 |
| CODER: An efficient framework for improving retrieval through COntextual Document Embedding Reranking | Dec 16, 2021 | Contrastive LearningDocument Embedding | CodeCode Available | 0 | 5 |
| Learning Outside the Box: Discourse-level Features Improve Metaphor Identification | Apr 3, 2019 | Document EmbeddingSentence | CodeCode Available | 0 | 5 |
| Every Document Owns Its Structure: Inductive Text Classification via Graph Neural Networks | Apr 22, 2020 | ClassificationDocument Embedding | CodeCode Available | 0 | 5 |
| Crosslingual Document Embedding as Reduced-Rank Ridge Regression | Apr 8, 2019 | Document Embeddingregression | CodeCode Available | 0 | 5 |
| Document Embedding with Paragraph Vectors | Jul 29, 2015 | Document EmbeddingSentiment Analysis | CodeCode Available | 0 | 5 |
| An Empirical Evaluation of doc2vec with Practical Insights into Document Embedding Generation | Jul 19, 2016 | Document EmbeddingWord Embeddings | CodeCode Available | 0 | 5 |
| SueNes: A Weakly Supervised Approach to Evaluating Single-Document Summarization via Negative Sampling | May 13, 2020 | Abstractive Text SummarizationDocument Embedding | CodeCode Available | 0 | 5 |
| Multifaceted Domain-Specific Document Embeddings | Jun 1, 2021 | Document EmbeddingKnowledge Graphs | CodeCode Available | 0 | 5 |
| hyperdoc2vec: Distributed Representations of Hypertext Documents | May 10, 2018 | Citation RecommendationDocument Embedding | CodeCode Available | 0 | 5 |
| Sentiment Classification Using Document Embeddings Trained with Cosine Similarity | Jul 1, 2019 | ClassificationDocument Embedding | CodeCode Available | 0 | 5 |
| STRASS: A Light and Effective Method for Extractive Summarization Based on Sentence Embeddings | Jul 16, 2019 | CPUDocument Embedding | CodeCode Available | 0 | 5 |
| College Student Retention Risk Analysis From Educational Database using Multi-Task Multi-Modal Neural Fusion | Sep 11, 2021 | Document EmbeddingFairness | —Unverified | 0 | 0 |
