| RAKG:Document-level Retrieval Augmented Knowledge Graph Construction | Apr 14, 2025 | coreference-resolutionCoreference Resolution | CodeCode Available | 3 | 5 |
| ReFinED: An Efficient Zero-shot-capable Approach to End-to-End Entity Linking | Jul 8, 2022 | Entity DisambiguationEntity Linking | CodeCode Available | 2 | 5 |
| Grammar-Constrained Decoding for Structured NLP Tasks without Finetuning | May 23, 2023 | Code GenerationConstituency Parsing | CodeCode Available | 2 | 5 |
| Improving Entity Disambiguation by Reasoning over a Knowledge Base | Jul 8, 2022 | Entity DisambiguationEntity Linking | CodeCode Available | 2 | 5 |
| Newswire: A Large-Scale Structured Database of a Century of Historical News | Jun 13, 2024 | ArticlesEntity Disambiguation | CodeCode Available | 1 | 5 |
| Deep Joint Entity Disambiguation with Local Neural Attention | Apr 17, 2017 | Deep LearningEntity Disambiguation | CodeCode Available | 1 | 5 |
| Evaluating the Impact of Knowledge Graph Context on Entity Disambiguation Models | Aug 12, 2020 | Entity Disambiguation | 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 |
| ExtEnD: Extractive Entity Disambiguation | May 1, 2022 | Entity Disambiguation | CodeCode Available | 1 | 5 |
| Beyond NED: Fast and Effective Search Space Reduction for Complex Question Answering over Knowledge Bases | Aug 19, 2021 | Entity DisambiguationKnowledge Graphs | CodeCode Available | 1 | 5 |
| Logical Form Generation via Multi-task Learning for Complex Question Answering over Knowledge Bases | Oct 1, 2022 | Entity DisambiguationForm | 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 |
| Cross-Domain Data Integration for Named Entity Disambiguation in Biomedical Text | Oct 15, 2021 | Data IntegrationEntity Disambiguation | CodeCode Available | 1 | 5 |
| Named Entity Recognition for Entity Linking: What Works and What’s Next | Nov 1, 2021 | Entity DisambiguationEntity Linking | CodeCode Available | 1 | 5 |
| SoMeSci- A 5 Star Open Data Gold Standard Knowledge Graph of Software Mentions in Scientific Articles | Aug 20, 2021 | ArticlesEntity Disambiguation | CodeCode Available | 1 | 5 |
| Improving Broad-Coverage Medical Entity Linking with Semantic Type Prediction and Large-Scale Datasets | May 1, 2020 | Entity DisambiguationEntity Linking | CodeCode Available | 1 | 5 |
| Global Entity Disambiguation with BERT | Sep 1, 2019 | Entity DisambiguationLanguage Modelling | CodeCode Available | 1 | 5 |
| Entity Disambiguation with Entity Definitions | Oct 11, 2022 | Entity Disambiguation | CodeCode Available | 1 | 5 |
| KILM: Knowledge Injection into Encoder-Decoder Language Models | Feb 17, 2023 | DecoderEntity Disambiguation | CodeCode Available | 1 | 5 |
| Bootleg: Chasing the Tail with Self-Supervised Named Entity Disambiguation | Oct 20, 2020 | Entity DisambiguationRelation Extraction | CodeCode Available | 1 | 5 |
| Highly Parallel Autoregressive Entity Linking with Discriminative Correction | Sep 8, 2021 | DecoderEntity Disambiguation | 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 |
| LingYi: Medical Conversational Question Answering System based on Multi-modal Knowledge Graphs | Apr 20, 2022 | Conversational Question AnsweringDialogue Generation | CodeCode Available | 1 | 5 |
| Fast and Effective Biomedical Entity Linking Using a Dual Encoder | Mar 8, 2021 | Entity DisambiguationEntity Linking | CodeCode Available | 1 | 5 |
| Entity Linking in 100 Languages | Nov 5, 2020 | Entity DisambiguationEntity Linking | CodeCode Available | 1 | 5 |
| Named Entity Disambiguation for Noisy Text | Jun 28, 2017 | Entity DisambiguationEntity Embeddings | CodeCode Available | 0 | 5 |
| A Recurrent Model for Collective Entity Linking with Adaptive Features | Apr 3, 2020 | Deep LearningEntity Disambiguation | CodeCode Available | 0 | 5 |
| Named Entity Disambiguation using Deep Learning on Graphs | Oct 22, 2018 | Deep LearningEntity Disambiguation | CodeCode Available | 0 | 5 |
| Neural Collective Entity Linking Based on Recurrent Random Walk Network Learning | Jun 20, 2019 | Entity DisambiguationEntity Linking | CodeCode Available | 0 | 5 |
| A Read-and-Select Framework for Zero-shot Entity Linking | Oct 19, 2023 | Entity DisambiguationEntity Linking | CodeCode Available | 0 | 5 |
| Collective Entity Disambiguation with Structured Gradient Tree Boosting | Feb 28, 2018 | Entity Disambiguation | CodeCode Available | 0 | 5 |
| Mixing Context Granularities for Improved Entity Linking on Question Answering Data across Entity Categories | Apr 23, 2018 | Entity DisambiguationEntity Linking | CodeCode Available | 0 | 5 |
| Learning Text Representations for 500K Classification Tasks on Named Entity Disambiguation | Oct 1, 2018 | AllData Augmentation | CodeCode Available | 0 | 5 |
| Learning Dynamic Context Augmentation for Global Entity Linking | Sep 4, 2019 | Entity DisambiguationEntity Linking | CodeCode Available | 0 | 5 |
| Multilingual Autoregressive Entity Linking | Mar 23, 2021 | Entity DisambiguationEntity Linking | CodeCode Available | 0 | 5 |
| Joint Learning of the Embedding of Words and Entities for Named Entity Disambiguation | Jan 6, 2016 | Entity DisambiguationEntity Linking | CodeCode Available | 0 | 5 |
| Enriching Social Science Research via Survey Item Linking | Dec 20, 2024 | BenchmarkingEntity Disambiguation | CodeCode Available | 0 | 5 |
| KaFSP: Knowledge-Aware Fuzzy Semantic Parsing for Conversational Question Answering over a Large-Scale Knowledge Base | May 1, 2022 | Conversational Question AnsweringEntity Disambiguation | CodeCode Available | 0 | 5 |
| End-to-End Neural Entity Linking | Aug 23, 2018 | Entity DisambiguationEntity Embeddings | CodeCode Available | 0 | 5 |
| Boosting Entity Linking Performance by Leveraging Unlabeled Documents | Jun 4, 2019 | Entity DisambiguationEntity Linking | CodeCode Available | 0 | 5 |
| ELDEN: Improved Entity Linking Using Densified Knowledge Graphs | Jun 1, 2018 | Entity DisambiguationEntity Embeddings | CodeCode Available | 0 | 5 |
| Biomedical Interpretable Entity Representations | Jun 17, 2021 | Entity DisambiguationRepresentation Learning | CodeCode Available | 0 | 5 |
| EntEval: A Holistic Evaluation Benchmark for Entity Representations | Aug 31, 2019 | Entity DisambiguationEntity Typing | CodeCode Available | 0 | 5 |
| EntGPT: Linking Generative Large Language Models with Knowledge Bases | Feb 9, 2024 | Entity DisambiguationEntity Linking | CodeCode Available | 0 | 5 |
| Benchmarking Scalable Methods for Streaming Cross Document Entity Coreference | Aug 1, 2021 | BenchmarkingClustering | CodeCode Available | 0 | 5 |
| Disambiguation of Company names via Deep Recurrent Networks | Mar 7, 2023 | Active LearningEntity Disambiguation | CodeCode Available | 0 | 5 |
| Exploring Partial Knowledge Base Inference in Biomedical Entity Linking | Mar 18, 2023 | Entity DisambiguationEntity Linking | CodeCode Available | 0 | 5 |
| FewTopNER: Integrating Few-Shot Learning with Topic Modeling and Named Entity Recognition in a Multilingual Framework | Feb 4, 2025 | Entity DisambiguationFew-Shot Learning | CodeCode Available | 0 | 5 |
| Be Concise and Precise: Synthesizing Open-Domain Entity Descriptions from Facts | Apr 16, 2019 | DecoderEntity Disambiguation | CodeCode Available | 0 | 5 |
