| Zero-shot Entity Linking with Less Data | Jul 1, 2022 | Entity LinkingMulti-Task Learning | CodeCode Available | 3 | 5 |
| 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 | 5 |
| OneGen: Efficient One-Pass Unified Generation and Retrieval for LLMs | Sep 8, 2024 | Entity LinkingRAG | CodeCode Available | 2 | 5 |
| Improving Entity Disambiguation by Reasoning over a Knowledge Base | Jul 8, 2022 | Entity DisambiguationEntity Linking | CodeCode Available | 2 | 5 |
| ReFinED: An Efficient Zero-shot-capable Approach to End-to-End Entity Linking | Jul 8, 2022 | Entity DisambiguationEntity Linking | CodeCode Available | 2 | 5 |
| Scalable Zero-shot Entity Linking with Dense Entity Retrieval | Nov 10, 2019 | Entity EmbeddingsEntity Linking | CodeCode Available | 2 | 5 |
| Efficient One-Pass End-to-End Entity Linking for Questions | Oct 6, 2020 | CPUEntity Linking | CodeCode Available | 2 | 5 |
| KILT: a Benchmark for Knowledge Intensive Language Tasks | Sep 4, 2020 | Entity LinkingFact Checking | CodeCode Available | 1 | 5 |
| Increasing Coverage and Precision of Textual Information in Multilingual Knowledge Graphs | Nov 27, 2023 | Entity LinkingKnowledge Graph Completion | CodeCode Available | 1 | 5 |
| Kuaipedia: a Large-scale Multi-modal Short-video Encyclopedia | Oct 28, 2022 | Entity LinkingEntity Typing | CodeCode Available | 1 | 5 |
| Improving Entity Linking by Modeling Latent Relations between Mentions | Apr 27, 2018 | Entity Linking | CodeCode Available | 1 | 5 |
| Improving Entity Linking through Semantic Reinforced Entity Embeddings | Jun 16, 2021 | ArticlesEntity Embeddings | CodeCode Available | 1 | 5 |
| Information Extraction of Clinical Trial Eligibility Criteria | Jun 12, 2020 | ClusteringDiversity | CodeCode Available | 1 | 5 |
| KGMEL: Knowledge Graph-Enhanced Multimodal Entity Linking | Apr 21, 2025 | Entity LinkingKnowledge Graphs | CodeCode Available | 1 | 5 |
| Improving Biomedical Pretrained Language Models with Knowledge | Apr 21, 2021 | Entity LinkingLanguage Modeling | CodeCode Available | 1 | 5 |
| Generative Biomedical Entity Linking via Knowledge Base-Guided Pre-training and Synonyms-Aware Fine-tuning | Apr 11, 2022 | DecoderEntity Linking | CodeCode Available | 1 | 5 |
| Improving Candidate Generation for Low-resource Cross-lingual Entity Linking | Mar 3, 2020 | Cross-Lingual Entity LinkingEntity Linking | CodeCode Available | 1 | 5 |
| Entity Linking in 100 Languages | Nov 5, 2020 | Entity DisambiguationEntity Linking | CodeCode Available | 1 | 5 |
| Fast and Effective Biomedical Entity Linking Using a Dual Encoder | Mar 8, 2021 | Entity DisambiguationEntity Linking | CodeCode Available | 1 | 5 |
| From Zero to Hero: Human-In-The-Loop Entity Linking in Low Resource Domains | Jul 1, 2020 | Entity Linkingtext annotation | CodeCode Available | 1 | 5 |
| Hansel: A Chinese Few-Shot and Zero-Shot Entity Linking Benchmark | Jul 26, 2022 | ArticlesEntity Linking | CodeCode Available | 1 | 5 |
| HOSMEL: A Hot-Swappable Modularized Entity Linking Toolkit for Chinese | May 1, 2022 | Entity LinkingQuestion Answering | CodeCode Available | 1 | 5 |
| COMETA: A Corpus for Medical Entity Linking in the Social Media | Oct 7, 2020 | DiversityEntity Linking | CodeCode Available | 1 | 5 |
| CHOLAN: A Modular Approach for Neural Entity Linking on Wikipedia and Wikidata | Jan 25, 2021 | Entity LinkingSentence | CodeCode Available | 1 | 5 |
| CogIE: An Information Extraction Toolkit for Bridging Texts and CogNet | Aug 1, 2021 | Entity LinkingEntity Typing | CodeCode Available | 1 | 5 |
| A Lightweight Neural Model for Biomedical Entity Linking | Dec 16, 2020 | Entity Linkingmodel | CodeCode Available | 1 | 5 |
| A Fair and In-Depth Evaluation of Existing End-to-End Entity Linking Systems | May 24, 2023 | Entity Linking | CodeCode Available | 1 | 5 |
| Conversational Entity Linking: Problem Definition and Datasets | May 11, 2021 | Entity LinkingInformation Retrieval | CodeCode Available | 1 | 5 |
| Injecting Knowledge Base Information into End-to-End Joint Entity and Relation Extraction and Coreference Resolution | Jul 5, 2021 | coreference-resolutionCoreference Resolution | CodeCode Available | 1 | 5 |
| Investigating Entity Knowledge in BERT with Simple Neural End-To-End Entity Linking | Mar 11, 2020 | Entity DisambiguationEntity Linking | CodeCode Available | 1 | 5 |
| ELEVANT: A Fully Automatic Fine-Grained Entity Linking Evaluation and Analysis Tool | Aug 15, 2022 | Entity Linking | CodeCode Available | 1 | 5 |
| Entity Linking over Nested Named Entities for Russian | Jun 1, 2022 | Entity Linking | CodeCode Available | 1 | 5 |
| DWIE: an entity-centric dataset for multi-task document-level information extraction | Sep 26, 2020 | coreference-resolutionCoreference Resolution | CodeCode Available | 1 | 5 |
| Doc2Graph: a Task Agnostic Document Understanding Framework based on Graph Neural Networks | Aug 23, 2022 | Document Layout Analysisdocument understanding | CodeCode Available | 1 | 5 |
| Autoregressive Entity Retrieval | Oct 2, 2020 | Entity DisambiguationEntity Linking | CodeCode Available | 1 | 5 |
| EDIN: An End-to-end Benchmark and Pipeline for Unknown Entity Discovery and Indexing | May 25, 2022 | Entity LinkingNovel Concepts | CodeCode Available | 1 | 5 |
| Enhanced Entity Annotations for Multilingual Corpora | Jun 1, 2022 | ArticlesEntity Linking | CodeCode Available | 1 | 5 |
| Entity Linking and Discovery via Arborescence-based Supervised Clustering | Sep 2, 2021 | ClusteringEntity Linking | CodeCode Available | 1 | 5 |
| BioBART: Pretraining and Evaluation of A Biomedical Generative Language Model | Apr 8, 2022 | Entity LinkingLanguage Modeling | CodeCode Available | 1 | 5 |
| EntQA: Entity Linking as Question Answering | Oct 5, 2021 | BenchmarkingEntity Linking | CodeCode Available | 1 | 5 |
| Biomedical Entity Linking with Contrastive Context Matching | Jun 14, 2021 | ArticlesContrastive Learning | CodeCode Available | 1 | 5 |
| Fast, Effective, and Self-Supervised: Transforming Masked Language Models into Universal Lexical and Sentence Encoders | Apr 16, 2021 | Contrastive LearningCross-Lingual Semantic Textual Similarity | CodeCode Available | 1 | 5 |
| Generative Multimodal Entity Linking | Jun 22, 2023 | Entity LinkingIn-Context Learning | CodeCode Available | 1 | 5 |
| GLM-Dialog: Noise-tolerant Pre-training for Knowledge-grounded Dialogue Generation | Feb 28, 2023 | Dialogue EvaluationDialogue Generation | CodeCode Available | 1 | 5 |
| Hierarchical Losses and New Resources for Fine-grained Entity Typing and Linking | Jul 13, 2018 | 2kEntity Linking | CodeCode Available | 1 | 5 |
| Highly Parallel Autoregressive Entity Linking with Discriminative Correction | Sep 8, 2021 | DecoderEntity Disambiguation | CodeCode Available | 1 | 5 |
| A Language Model based Framework for New Concept Placement in Ontologies | Feb 27, 2024 | Contrastive LearningEntity Linking | CodeCode Available | 1 | 5 |
| CleanCoNLL: A Nearly Noise-Free Named Entity Recognition Dataset | Oct 24, 2023 | Entity Linkingnamed-entity-recognition | CodeCode Available | 1 | 5 |
| BERT might be Overkill: A Tiny but Effective Biomedical Entity Linker based on Residual Convolutional Neural Networks | Sep 6, 2021 | Entity Linking | CodeCode Available | 1 | 5 |
| DecAF: Joint Decoding of Answers and Logical Forms for Question Answering over Knowledge Bases | Sep 30, 2022 | Entity LinkingQuestion Answering | CodeCode Available | 1 | 5 |
