| GRAG: Graph Retrieval-Augmented Generation | May 26, 2024 | Entity RetrievalKnowledge Graphs | CodeCode Available | 3 | 5 |
| Scalable Zero-shot Entity Linking with Dense Entity Retrieval | Nov 10, 2019 | Entity EmbeddingsEntity Linking | CodeCode Available | 2 | 5 |
| SGPT: GPT Sentence Embeddings for Semantic Search | Feb 17, 2022 | Argument RetrievalBiomedical Information Retrieval | CodeCode Available | 2 | 5 |
| BEIR: A Heterogenous Benchmark for Zero-shot Evaluation of Information Retrieval Models | Apr 17, 2021 | Argument RetrievalBenchmarking | CodeCode Available | 2 | 5 |
| MuVER: Improving First-Stage Entity Retrieval with Multi-View Entity Representations | Sep 13, 2021 | Entity LinkingEntity Retrieval | CodeCode Available | 1 | 5 |
| No Parameter Left Behind: How Distillation and Model Size Affect Zero-Shot Retrieval | Jun 6, 2022 | Argument RetrievalBiomedical Information Retrieval | CodeCode Available | 1 | 5 |
| REXEL: An End-to-end Model for Document-Level Relation Extraction and Entity Linking | Apr 19, 2024 | Benchmarkingcoreference-resolution | CodeCode Available | 1 | 5 |
| EntQA: Entity Linking as Question Answering | Oct 5, 2021 | BenchmarkingEntity Linking | CodeCode Available | 1 | 5 |
| Evaluating Entity Disambiguation and the Role of Popularity in Retrieval-Based NLP | Jun 12, 2021 | Entity DisambiguationEntity Retrieval | CodeCode Available | 1 | 5 |
| Autoregressive Entity Retrieval | Oct 2, 2020 | Entity DisambiguationEntity Linking | CodeCode Available | 1 | 5 |
| GeoWINE: Geolocation based Wiki, Image,News and Event Retrieval | Apr 30, 2021 | Entity Retrievalimage-classification | CodeCode Available | 1 | 5 |
| Semantic Entity Retrieval Toolkit | Jun 12, 2017 | ClusteringEntity Retrieval | CodeCode Available | 1 | 5 |
| Semantic Preserving Embeddings for Generalized Graphs | Sep 7, 2017 | BIG-bench Machine LearningEntity Retrieval | CodeCode Available | 1 | 5 |
| Graph-Embedding Empowered Entity Retrieval | May 6, 2020 | Entity RetrievalGraph Embedding | CodeCode Available | 1 | 5 |
| Structural Regularities in Text-based Entity Vector Spaces | Jul 25, 2017 | ClusteringEntity Retrieval | CodeCode Available | 1 | 5 |
| Entity-aware Transformers for Entity Search | May 2, 2022 | Entity EmbeddingsEntity Retrieval | CodeCode Available | 1 | 5 |
| TABi: Type-Aware Bi-Encoders for Open-Domain Entity Retrieval | Apr 18, 2022 | Entity RetrievalFact Checking | CodeCode Available | 1 | 5 |
| Entity Linking in 100 Languages | Nov 5, 2020 | Entity DisambiguationEntity Linking | CodeCode Available | 1 | 5 |
| Modeling Fine-grained Information via Knowledge-aware Hierarchical Graph for Zero-shot Entity Retrieval | Nov 20, 2022 | Entity RetrievalGraph Attention | CodeCode Available | 0 | 5 |
| LogiCoL: Logically-Informed Contrastive Learning for Set-based Dense Retrieval | May 26, 2025 | Contrastive LearningEntity Retrieval | CodeCode Available | 0 | 5 |
| DyVo: Dynamic Vocabularies for Learned Sparse Retrieval with Entities | Oct 10, 2024 | Document RankingEntity Embeddings | CodeCode Available | 0 | 5 |
| Annotative Indexing | Nov 9, 2024 | Entity RetrievalKnowledge Graphs | CodeCode Available | 0 | 5 |
| OSLAT: Open Set Label Attention Transformer for Medical Entity Retrieval and Span Extraction | Jul 12, 2022 | Entity LinkingEntity Retrieval | CodeCode Available | 0 | 5 |
| R2D2: Robust Data-to-Text with Replacement Detection | May 25, 2022 | Data-to-Text GenerationEntity Retrieval | CodeCode Available | 0 | 5 |
| Beyond Seen Data: Improving KBQA Generalization Through Schema-Guided Logical Form Generation | Feb 18, 2025 | Entity RetrievalForm | CodeCode Available | 0 | 5 |
| Ensemble of Neural Classifiers for Scoring Knowledge Base Triples | Mar 15, 2017 | BIG-bench Machine LearningEntity Retrieval | CodeCode Available | 0 | 5 |
| Task Oriented Conversational Modelling With Subjective Knowledge | Mar 30, 2023 | Entity RetrievalKeyword Extraction | CodeCode Available | 0 | 5 |
| Bidirectional End-to-End Learning of Retriever-Reader Paradigm for Entity Linking | Jun 21, 2023 | Entity LinkingEntity Retrieval | CodeCode Available | 0 | 5 |
| Zero-shot Medical Entity Retrieval without Annotation: Learning From Rich Knowledge Graph Semantics | May 26, 2021 | Entity RetrievalKnowledge Graphs | —Unverified | 0 | 0 |
| Entity Retrieval for Answering Entity-Centric Questions | Aug 5, 2024 | Entity RetrievalQuestion Answering | —Unverified | 0 | 0 |
| Classification or Generation? Understanding Paradigm Shift for Knowledge-Intensive Tasks | Jan 17, 2022 | ClassificationEntity Retrieval | —Unverified | 0 | 0 |
| DocumentNet: Bridging the Data Gap in Document Pre-Training | Jun 15, 2023 | document understandingEntity Retrieval | —Unverified | 0 | 0 |
| Entity Linking via Dual and Cross-Attention Encoders | Apr 7, 2020 | Entity LinkingEntity Retrieval | —Unverified | 0 | 0 |
| Entity Retrieval and Text Mining for Online Reputation Monitoring | Jan 23, 2018 | Entity DisambiguationEntity Retrieval | —Unverified | 0 | 0 |
| Entity Retrieval via Entity Factoid Hierarchy | Jul 1, 2015 | Entity RetrievalLanguage Modelling | —Unverified | 0 | 0 |
| ER-RAG: Enhance RAG with ER-Based Unified Modeling of Heterogeneous Data Sources | Mar 2, 2025 | Entity RetrievalKnowledge Graphs | —Unverified | 0 | 0 |
| Explore Entity Embedding Effectiveness in Entity Retrieval | Aug 28, 2019 | Entity RetrievalLearning-To-Rank | —Unverified | 0 | 0 |
| Factual Error Correction for Abstractive Summaries Using Entity Retrieval | Apr 18, 2022 | Abstractive Text SummarizationEntity Retrieval | —Unverified | 0 | 0 |
| Get the Point! Graph Enhanced Candidate Retrieval for Zero-shot Entity Linking | Nov 16, 2021 | Entity LinkingEntity Retrieval | —Unverified | 0 | 0 |
| Hypergraph-of-Entity: A General Model for Entity-Oriented Search | Sep 1, 2021 | Entity RetrievalInformation Retrieval | —Unverified | 0 | 0 |
| Improving Entity Retrieval on Structured Data | Mar 30, 2017 | ClusteringEntity Retrieval | —Unverified | 0 | 0 |
| Improving Zero-Shot Entity Retrieval through Effective Dense Representations | Mar 6, 2021 | Entity LinkingEntity Retrieval | —Unverified | 0 | 0 |
| KG-ECO: Knowledge Graph Enhanced Entity Correction for Query Rewriting | Feb 21, 2023 | Entity RetrievalFew-Shot Learning | —Unverified | 0 | 0 |
| KIQA: Knowledge-Infused Question Answering Model for Financial Table-Text Data | May 1, 2022 | Entity LinkingEntity Retrieval | —Unverified | 0 | 0 |
| KSR: A Semantic Representation of Knowledge Graph within a Novel Unsupervised Paradigm | Aug 27, 2016 | Entity RetrievalGraph Embedding | —Unverified | 0 | 0 |
| Learning Dense Representations for Entity Retrieval | Sep 23, 2019 | Entity LinkingEntity Retrieval | —Unverified | 0 | 0 |
| Long Concept Query on Conceptual Taxonomies | Nov 29, 2015 | Entity RetrievalRetrieval | —Unverified | 0 | 0 |
| MOLEMAN: Mention-Only Linking of Entities with a Mention Annotation Network | Jun 2, 2021 | Entity LinkingEntity Retrieval | —Unverified | 0 | 0 |
| On Task-personalized Multimodal Few-shot Learning for Visually-rich Document Entity Retrieval | Nov 1, 2023 | Contrastive LearningEntity Retrieval | —Unverified | 0 | 0 |
| On Type-Aware Entity Retrieval | Aug 28, 2017 | Entity RetrievalRetrieval | —Unverified | 0 | 0 |