| ReLiK: Retrieve and LinK, Fast and Accurate Entity Linking and Relation Extraction on an Academic Budget | Jul 31, 2024 | Document-level Closed Information ExtractionEntity Linking | CodeCode Available | 3 |
| Zero-shot Entity Linking with Less Data | Jul 1, 2022 | Entity LinkingMulti-Task Learning | CodeCode Available | 3 |
| OneGen: Efficient One-Pass Unified Generation and Retrieval for LLMs | Sep 8, 2024 | Entity LinkingRAG | CodeCode Available | 2 |
| Improving Entity Disambiguation by Reasoning over a Knowledge Base | Jul 8, 2022 | Entity DisambiguationEntity Linking | CodeCode Available | 2 |
| ReFinED: An Efficient Zero-shot-capable Approach to End-to-End Entity Linking | Jul 8, 2022 | Entity DisambiguationEntity Linking | CodeCode Available | 2 |
| Efficient One-Pass End-to-End Entity Linking for Questions | Oct 6, 2020 | CPUEntity Linking | CodeCode Available | 2 |
| Scalable Zero-shot Entity Linking with Dense Entity Retrieval | Nov 10, 2019 | Entity EmbeddingsEntity Linking | CodeCode Available | 2 |
| LEMONADE: A Large Multilingual Expert-Annotated Abstractive Event Dataset for the Real World | Jun 1, 2025 | document understandingEntity Linking | CodeCode Available | 1 |
| KGMEL: Knowledge Graph-Enhanced Multimodal Entity Linking | Apr 21, 2025 | Entity LinkingKnowledge Graphs | CodeCode Available | 1 |
| OneNet: A Fine-Tuning Free Framework for Few-Shot Entity Linking via Large Language Model Prompting | Oct 10, 2024 | Entity LinkingFew-Shot Learning | CodeCode Available | 1 |
| Modeling Layout Reading Order as Ordering Relations for Visually-rich Document Understanding | Sep 29, 2024 | document understandingEntity Linking | CodeCode Available | 1 |
| Learning from Negative Samples in Generative Biomedical Entity Linking | Aug 29, 2024 | Entity Linking | CodeCode Available | 1 |
| UniMEL: A Unified Framework for Multimodal Entity Linking with Large Language Models | Jul 23, 2024 | Entity Linkingmultimodal interaction | CodeCode Available | 1 |
| LLMAEL: Large Language Models are Good Context Augmenters for Entity Linking | Jul 4, 2024 | Data AugmentationEntity Linking | CodeCode Available | 1 |
| SNOBERT: A Benchmark for clinical notes entity linking in the SNOMED CT clinical terminology | May 25, 2024 | Entity Linking | CodeCode Available | 1 |
| REXEL: An End-to-end Model for Document-Level Relation Extraction and Entity Linking | Apr 19, 2024 | Benchmarkingcoreference-resolution | CodeCode Available | 1 |
| A Language Model based Framework for New Concept Placement in Ontologies | Feb 27, 2024 | Contrastive LearningEntity Linking | CodeCode Available | 1 |
| L+M-24: Building a Dataset for Language + Molecules @ ACL 2024 | Feb 22, 2024 | Entity LinkingProperty Prediction | CodeCode Available | 1 |
| Rethinking the Evaluation of Pre-trained Text-and-Layout Models from an Entity-Centric Perspective | Feb 4, 2024 | Entity LinkingSemantic entity labeling | CodeCode Available | 1 |
| Increasing Coverage and Precision of Textual Information in Multilingual Knowledge Graphs | Nov 27, 2023 | Entity LinkingKnowledge Graph Completion | CodeCode Available | 1 |
| CleanCoNLL: A Nearly Noise-Free Named Entity Recognition Dataset | Oct 24, 2023 | Entity Linkingnamed-entity-recognition | CodeCode Available | 1 |
| SpEL: Structured Prediction for Entity Linking | Oct 23, 2023 | Entity LinkingPrediction | CodeCode Available | 1 |
| Reading Order Matters: Information Extraction from Visually-rich Documents by Token Path Prediction | Oct 17, 2023 | Entity LinkingKey Information Extraction | CodeCode Available | 1 |
| Multi-Grained Multimodal Interaction Network for Entity Linking | Jul 19, 2023 | Contrastive LearningDescriptive | CodeCode Available | 1 |
| Generative Multimodal Entity Linking | Jun 22, 2023 | Entity LinkingIn-Context Learning | CodeCode Available | 1 |
| Multilingual End to End Entity Linking | Jun 15, 2023 | Entity Linking | CodeCode Available | 1 |
| Towards Better Entity Linking with Multi-View Enhanced Distillation | May 27, 2023 | Entity LinkingKnowledge Distillation | CodeCode Available | 1 |
| A Fair and In-Depth Evaluation of Existing End-to-End Entity Linking Systems | May 24, 2023 | Entity Linking | CodeCode Available | 1 |
| SRTK: A Toolkit for Semantic-relevant Subgraph Retrieval | May 6, 2023 | Entity LinkingInformation Retrieval | CodeCode Available | 1 |
| S2abEL: A Dataset for Entity Linking from Scientific Tables | Apr 30, 2023 | Entity LinkingQuestion Answering | CodeCode Available | 1 |
| GLM-Dialog: Noise-tolerant Pre-training for Knowledge-grounded Dialogue Generation | Feb 28, 2023 | Dialogue EvaluationDialogue Generation | CodeCode Available | 1 |
| Open-domain Visual Entity Recognition: Towards Recognizing Millions of Wikipedia Entities | Feb 22, 2023 | Entity LinkingFine-Grained Image Recognition | CodeCode Available | 1 |
| Reveal the Unknown: Out-of-Knowledge-Base Mention Discovery with Entity Linking | Feb 14, 2023 | ArticlesEntity Linking | CodeCode Available | 1 |
| Large Language Models Struggle to Learn Long-Tail Knowledge | Nov 15, 2022 | Entity LinkingQuestion Answering | CodeCode Available | 1 |
| Mining Mathematical Documents for Question Answering via Unsupervised Formula Labeling | Nov 12, 2022 | Entity LinkingKnowledge Graphs | CodeCode Available | 1 |
| Visual Named Entity Linking: A New Dataset and A Baseline | Nov 9, 2022 | Entity LinkingImage Retrieval | CodeCode Available | 1 |
| Kuaipedia: a Large-scale Multi-modal Short-video Encyclopedia | Oct 28, 2022 | Entity LinkingEntity Typing | CodeCode Available | 1 |
| EDUKG: a Heterogeneous Sustainable K-12 Educational Knowledge Graph | Oct 21, 2022 | Entity Linking | CodeCode Available | 1 |
| DecAF: Joint Decoding of Answers and Logical Forms for Question Answering over Knowledge Bases | Sep 30, 2022 | Entity LinkingQuestion Answering | CodeCode Available | 1 |
| Doc2Graph: a Task Agnostic Document Understanding Framework based on Graph Neural Networks | Aug 23, 2022 | Document Layout Analysisdocument understanding | CodeCode Available | 1 |
| ELEVANT: A Fully Automatic Fine-Grained Entity Linking Evaluation and Analysis Tool | Aug 15, 2022 | Entity Linking | CodeCode Available | 1 |
| Hansel: A Chinese Few-Shot and Zero-Shot Entity Linking Benchmark | Jul 26, 2022 | ArticlesEntity Linking | CodeCode Available | 1 |
| MultiNERD: A Multilingual, Multi-Genre and Fine-Grained Dataset for Named Entity Recognition (and Disambiguation) | Jul 1, 2022 | Entity Linkingnamed-entity-recognition | CodeCode Available | 1 |
| Entity Linking via Explicit Mention-Mention Coreference Modeling | Jul 1, 2022 | Entity LinkingRe-Ranking | CodeCode Available | 1 |
| Personal Entity, Concept, and Named Entity Linking in Conversations | Jun 15, 2022 | coreference-resolutionCoreference Resolution | CodeCode Available | 1 |
| Enhanced Entity Annotations for Multilingual Corpora | Jun 1, 2022 | ArticlesEntity Linking | CodeCode Available | 1 |
| Entity Linking over Nested Named Entities for Russian | Jun 1, 2022 | Entity Linking | CodeCode Available | 1 |
| EDIN: An End-to-end Benchmark and Pipeline for Unknown Entity Discovery and Indexing | May 25, 2022 | Entity LinkingNovel Concepts | CodeCode Available | 1 |
| Ontology-Driven and Weakly Supervised Rare Disease Identification from Clinical Notes | May 11, 2022 | Entity Linkingnamed-entity-recognition | CodeCode Available | 1 |
| HOSMEL: A Hot-Swappable Modularized Entity Linking Toolkit for Chinese | May 1, 2022 | Entity LinkingQuestion Answering | CodeCode Available | 1 |
