| Named Entity Recognition for Entity Linking: What Works and What’s Next | Nov 1, 2021 | Entity DisambiguationEntity Linking | CodeCode Available | 1 |
| KLMo: Knowledge Graph Enhanced Pretrained Language Model with Fine-Grained Relationships | Nov 1, 2021 | Entity LinkingEntity Typing | CodeCode Available | 0 |
| REBEL: Relation Extraction By End-to-end Language generation | Oct 29, 2021 | Entity LinkingJoint Entity and Relation Extraction | CodeCode Available | 1 |
| Entity Relation Extraction as Dependency Parsing in Visually Rich Documents | Oct 19, 2021 | Dependency ParsingEntity Linking | —Unverified | 0 |
| Zero-shot Cross-Language Transfer of Monolingual Entity Linking Models | Oct 16, 2021 | Cross-Lingual TransferEntity Linking | —Unverified | 0 |
| Prix-LM: Pretraining for Multilingual Knowledge Base Construction | Oct 16, 2021 | Bilingual Lexicon InductionCausal Language Modeling | CodeCode Available | 0 |
| EntQA: Entity Linking as Question Answering | Oct 5, 2021 | BenchmarkingEntity Linking | CodeCode Available | 1 |
| Entity Linking Meets Deep Learning: Techniques and Solutions | Sep 26, 2021 | Deep LearningEntity Linking | —Unverified | 0 |
| Context vs Target Word: Quantifying Biases When Applying Models to Lexical Semantic Datasets | Sep 17, 2021 | Entity Linking | —Unverified | 0 |
| RnG-KBQA: Generation Augmented Iterative Ranking for Knowledge Base Question Answering | Sep 17, 2021 | Entity LinkingKnowledge Base Question Answering | CodeCode Available | 1 |
| Phrase Retrieval Learns Passage Retrieval, Too | Sep 16, 2021 | Entity LinkingOpen-Domain Question Answering | CodeCode Available | 1 |
| WikiGUM: Exhaustive Entity Linking for Wikification in 12 Genres | Sep 15, 2021 | Entity Linking | —Unverified | 0 |
| MuVER: Improving First-Stage Entity Retrieval with Multi-View Entity Representations | Sep 13, 2021 | Entity LinkingEntity Retrieval | CodeCode Available | 1 |
| Highly Parallel Autoregressive Entity Linking with Discriminative Correction | Sep 8, 2021 | DecoderEntity Disambiguation | CodeCode Available | 1 |
| NSP-BERT: A Prompt-based Few-Shot Learner Through an Original Pre-training Task--Next Sentence Prediction | Sep 8, 2021 | Entity LinkingLanguage Modeling | —Unverified | 0 |
| 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 |
| Entity Linking and Discovery via Arborescence-based Supervised Clustering | Sep 2, 2021 | ClusteringEntity Linking | CodeCode Available | 1 |
| Towards Explaining STEM Document Classification using Mathematical Entity Linking | Sep 2, 2021 | ClassificationDocument Classification | CodeCode Available | 0 |
| Towards Consistent Document-level Entity Linking: Joint Models for Entity Linking and Coreference Resolution | Aug 30, 2021 | coreference-resolutionCoreference Resolution | CodeCode Available | 1 |
| Robustness Evaluation of Entity Disambiguation Using Prior Probes:the Case of Entity Overshadowing | Aug 24, 2021 | 16kArticles | —Unverified | 0 |
| SoMeSci- A 5 Star Open Data Gold Standard Knowledge Graph of Software Mentions in Scientific Articles | Aug 20, 2021 | ArticlesEntity Disambiguation | CodeCode Available | 1 |
| MigrationsKB: A Knowledge Base of Public Attitudes towards Migrations and their Driving Factors | Aug 17, 2021 | Entity LinkingHate Speech Detection | CodeCode Available | 0 |
| MobIE: A German Dataset for Named Entity Recognition, Entity Linking and Relation Extraction in the Mobility Domain | Aug 16, 2021 | Entity LinkingMulti-Task Learning | CodeCode Available | 1 |
| User-friendly Comparison of Similarity Algorithms on Wikidata | Aug 11, 2021 | Entity LinkingKnowledge Graphs | CodeCode Available | 1 |
| StrucTexT: Structured Text Understanding with Multi-Modal Transformers | Aug 6, 2021 | Entity LinkingLanguage Modeling | CodeCode Available | 0 |
| Improving Entity Linking by Encoding Type Information into Entity Embeddings | Aug 1, 2021 | Entity EmbeddingsEntity Linking | —Unverified | 0 |
| DESCGEN: A Distantly Supervised Datasetfor Generating Entity Descriptions | Aug 1, 2021 | Document SummarizationEntity Linking | CodeCode Available | 0 |
| Benchmarking Scalable Methods for Streaming Cross Document Entity Coreference | Aug 1, 2021 | BenchmarkingClustering | CodeCode Available | 0 |
| CogIE: An Information Extraction Toolkit for Bridging Texts and CogNet | Aug 1, 2021 | Entity LinkingEntity Typing | CodeCode Available | 1 |
| Question Answering over Knowledge Graphs with Neural Machine Translation and Entity Linking | Jul 6, 2021 | Entity LinkingKnowledge Graphs | —Unverified | 0 |
| 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 |
| LNN-EL: A Neuro-Symbolic Approach to Short-text Entity Linking | Jun 17, 2021 | Entity LinkingInductive Bias | CodeCode Available | 1 |
| What is Missing in Existing Multi-hop Datasets? Toward Deeper Multi-hop Reasoning Task | Jun 16, 2021 | Entity LinkingMachine Reading Comprehension | —Unverified | 0 |
| Improving Entity Linking through Semantic Reinforced Entity Embeddings | Jun 16, 2021 | ArticlesEntity Embeddings | CodeCode Available | 1 |
| Biomedical Entity Linking with Contrastive Context Matching | Jun 14, 2021 | ArticlesContrastive Learning | CodeCode Available | 1 |
| DESCGEN: A Distantly Supervised Dataset for Generating Abstractive Entity Descriptions | Jun 9, 2021 | Entity LinkingQuestion Answering | CodeCode Available | 0 |
| MOLEMAN: Mention-Only Linking of Entities with a Mention Annotation Network | Jun 2, 2021 | Entity LinkingEntity Retrieval | —Unverified | 0 |
| Posthoc Verification and the Fallibility of the Ground Truth | Jun 2, 2021 | Entity Linking | CodeCode Available | 0 |
| End-to-End Hierarchical Relation Extraction for Generic Form Understanding | Jun 2, 2021 | Entity LinkingForm | —Unverified | 0 |
| Human-In-The-LoopEntity Linking for Low Resource Domains | Jun 1, 2021 | Entity Linkingtext annotation | —Unverified | 0 |
| Modification d’une modèle de liage d’entités nommées end-to-end par l’ajout d’embeddings contextuels (Modifying an end-to-end named entity linking model by adding contextual embeddings ) | Jun 1, 2021 | Entity Linking | —Unverified | 0 |
| Goodwill Hunting: Analyzing and Repurposing Off-the-Shelf Named Entity Linking Systems | Jun 1, 2021 | Entity LinkingQuestion Answering | —Unverified | 0 |
| Entity Resolution in Open-domain Conversations | Jun 1, 2021 | Entity LinkingEntity Resolution | —Unverified | 0 |
| Learning Domain-Specialised Representations for Cross-Lingual Biomedical Entity Linking | May 30, 2021 | Cross-Lingual TransferEntity Linking | CodeCode Available | 1 |
| Query Interpretations from Entity-Linked Segmentations | May 18, 2021 | Entity Linking | CodeCode Available | 0 |
| Visual FUDGE: Form Understanding via Dynamic Graph Editing | May 17, 2021 | Entity LinkingForm | CodeCode Available | 1 |
| Conversational Entity Linking: Problem Definition and Datasets | May 11, 2021 | Entity LinkingInformation Retrieval | CodeCode Available | 1 |
| Rare Disease Identification from Clinical Notes with Ontologies and Weak Supervision | May 5, 2021 | Entity Linking | CodeCode Available | 1 |
| Word Sense Disambiguation with Transformer Models | Apr 30, 2021 | Entity LinkingWord Sense Disambiguation | —Unverified | 0 |
| CTLR@WiC-TSV: Target Sense Verification using Marked Inputs andPre-trained Models | Apr 30, 2021 | Entity LinkingPosition | —Unverified | 0 |
