| CRUD-RAG: A Comprehensive Chinese Benchmark for Retrieval-Augmented Generation of Large Language Models | Jan 30, 2024 | Knowledge Base ConstructionQuestion Answering | CodeCode Available | 3 |
| Enabling LLM Knowledge Analysis via Extensive Materialization | Nov 7, 2024 | Knowledge Base ConstructionLarge Language Model | CodeCode Available | 1 |
| Prompting as Probing: Using Language Models for Knowledge Base Construction | Aug 23, 2022 | Knowledge Base ConstructionLanguage Modeling | CodeCode Available | 1 |
| Simplified DOM Trees for Transferable Attribute Extraction from the Web | Jan 7, 2021 | AttributeAttribute Extraction | CodeCode Available | 1 |
| Multilingual Knowledge Graph Completion via Ensemble Knowledge Transfer | Oct 7, 2020 | Knowledge Base ConstructionKnowledge Graph Completion | CodeCode Available | 1 |
| High-Precision Extraction of Emerging Concepts from Scientific Literature | Jun 11, 2020 | Knowledge Base ConstructionVocal Bursts Intensity Prediction | CodeCode Available | 1 |
| GEE-OPs: An Operator Knowledge Base for Geospatial Code Generation on the Google Earth Engine Platform Powered by Large Language Models | Dec 7, 2024 | Code GenerationKnowledge Base Construction | —Unverified | 0 |
| Document Parsing Unveiled: Techniques, Challenges, and Prospects for Structured Information Extraction | Oct 28, 2024 | Data IntegrationKnowledge Base Construction | —Unverified | 0 |
| Large Language Models as a Tool for Mining Object Knowledge | Oct 16, 2024 | General KnowledgeKnowledge Base Construction | —Unverified | 0 |
| Project SHADOW: Symbolic Higher-order Associative Deductive reasoning On Wikidata using LM probing | Aug 27, 2024 | Knowledge Base ConstructionLanguage Modeling | CodeCode Available | 0 |
| A Survey of Deep Learning-based Radiology Report Generation Using Multimodal Data | May 21, 2024 | Contrastive LearningKnowledge Base Construction | —Unverified | 0 |
| MatSciRE: Leveraging Pointer Networks to Automate Entity and Relation Extraction for Material Science Knowledge-base Construction | Jan 18, 2024 | ArticlesDecoder | —Unverified | 0 |
| Generative AI-driven Semantic Communication Networks: Architecture, Technologies and Applications | Dec 30, 2023 | Autonomous DrivingKnowledge Base Construction | —Unverified | 0 |
| Deep Learning-Empowered Semantic Communication Systems with a Shared Knowledge Base | Nov 6, 2023 | Knowledge Base ConstructionSemantic Communication | —Unverified | 0 |
| Expanding the Vocabulary of BERT for Knowledge Base Construction | Oct 12, 2023 | Knowledge Base ConstructionKnowledge Base Population | CodeCode Available | 0 |
| Knowledge Base Aware Semantic Communication in Vehicular Networks | Sep 21, 2023 | Knowledge Base ConstructionSemantic Communication | —Unverified | 0 |
| Neuro-Symbolic RDF and Description Logic Reasoners: The State-Of-The-Art and Challenges | Aug 9, 2023 | Knowledge Base Construction | —Unverified | 0 |
| xURLLC-Aware Service Provisioning in Vehicular Networks: A Semantic Communication Perspective | Feb 23, 2023 | Knowledge Base ConstructionSemantic Communication | —Unverified | 0 |
| ImPaKT: A Dataset for Open-Schema Knowledge Base Construction | Dec 21, 2022 | AttributeKnowledge Base Construction | —Unverified | 0 |
| MAPS-KB: A Million-scale Probabilistic Simile Knowledge Base | Dec 10, 2022 | Knowledge Base Construction | CodeCode Available | 0 |
| KnowledgeShovel: An AI-in-the-Loop Document Annotation System for Scientific Knowledge Base Construction | Oct 6, 2022 | Knowledge Base Constructionscientific discovery | CodeCode Available | 0 |
| Russian Web Tables: A Public Corpus of Web Tables for Russian Language Based on Wikipedia | Oct 3, 2022 | Knowledge Base ConstructionManagement | CodeCode Available | 0 |
| Label-Efficient Self-Training for Attribute Extraction from Semi-Structured Web Documents | Aug 27, 2022 | AttributeAttribute Extraction | —Unverified | 0 |
| Task-specific Pre-training and Prompt Decomposition for Knowledge Graph Population with Language Models | Aug 26, 2022 | Knowledge Base ConstructionRetrieval | CodeCode Available | 0 |
| SPOT: Knowledge-Enhanced Language Representations for Information Extraction | Aug 20, 2022 | Knowledge Base ConstructionRelation Extraction | —Unverified | 0 |
| SemEval 2022 Task 12: Symlink - Linking Mathematical Symbols to their Descriptions | Jul 1, 2022 | Knowledge Base Construction | CodeCode Available | 0 |
| OASYS: Domain-Agnostic Automated System for Constructing Knowledge Base from Unstructured Text | Jun 29, 2022 | Knowledge Base Construction | CodeCode Available | 0 |
| A Survey on Neural Open Information Extraction: Current Status and Future Directions | May 24, 2022 | Knowledge Base ConstructionNatural Language Understanding | —Unverified | 0 |
| Predicting Document Coverage for Relation Extraction | Nov 26, 2021 | Information RetrievalKnowledge Base Construction | —Unverified | 0 |
| Prix-LM: Pretraining for Multilingual Knowledge Base Construction | Nov 16, 2021 | Bilingual Lexicon InductionCausal Language Modeling | —Unverified | 0 |
| Prix-LM: Pretraining for Multilingual Knowledge Base Construction | Oct 16, 2021 | Bilingual Lexicon InductionCausal Language Modeling | CodeCode Available | 0 |
| SemEval-2021 Task 8: MeasEval -- Extracting Counts and Measurements and their Related Contexts | Aug 1, 2021 | Knowledge Base ConstructionKnowledge Graphs | —Unverified | 0 |
| Powering Effective Climate Communication with a Climate Knowledge Base | Jul 23, 2021 | Knowledge Base Construction | —Unverified | 0 |
| Automatic Construction of Enterprise Knowledge Base | Jun 29, 2021 | Knowledge Base Construction | —Unverified | 0 |
| KnowFi: Knowledge Extraction from Long Fictional Texts | Jun 22, 2021 | Cultural Vocal Bursts Intensity PredictionKnowledge Base Construction | —Unverified | 0 |
| Enterprise Alexandria: Online High-Precision Enterprise Knowledge Base Construction with Typed Entities | Jun 22, 2021 | Knowledge Base Construction | —Unverified | 0 |
| SHINRA2020-ML: Categorizing 30-language Wikipedia into fine-grained NE based on "``Resource by Collaborative Contribution" scheme | Jun 22, 2021 | Ensemble LearningKnowledge Base Construction | —Unverified | 0 |
| Fine-grained General Entity Typing in German using GermaNet | Jun 1, 2021 | Entity TypingKnowledge Base Construction | CodeCode Available | 0 |
| Commonsense Knowledge Base Construction in the Age of Big Data | May 5, 2021 | Commonsense Knowledge Base ConstructionKnowledge Base Construction | —Unverified | 0 |
| Information to Wisdom: Commonsense Knowledge Extraction and Compilation | Mar 4, 2021 | Knowledge Base Construction | —Unverified | 0 |
| Towards a Flexible System Architecture for Automated Knowledge Base Construction Frameworks | Feb 4, 2021 | Knowledge Base Construction | —Unverified | 0 |
| Regularized Attentive Capsule Network for Overlapped Relation Extraction | Dec 18, 2020 | DiversityKnowledge Base Construction | —Unverified | 0 |
| Complex Relation Extraction: Challenges and Opportunities | Dec 9, 2020 | Binary Relation ExtractionKnowledge Base Construction | —Unverified | 0 |
| Dual Supervision Framework for Relation Extraction with Distant Supervision and Human Annotation | Nov 24, 2020 | Knowledge Base ConstructionRelation | CodeCode Available | 0 |
| Cross-context News Corpus for Protest Events related Knowledge Base Construction | Aug 1, 2020 | Active LearningArticles | CodeCode Available | 0 |
| Semi-Automating Knowledge Base Construction for Cancer Genetics | May 17, 2020 | ArticlesJoint Entity and Relation Extraction | —Unverified | 0 |
| Ten Questions in Lifelog Mining and Information Recall | May 4, 2020 | Knowledge Base ConstructionPosition | —Unverified | 0 |
| CLEEK: A Chinese Long-text Corpus for Entity Linking | May 1, 2020 | Entity LinkingKnowledge Base Construction | —Unverified | 0 |
| Sampo: Unsupervised Knowledge Base Construction for Opinions and Implications | Feb 14, 2020 | Knowledge Base Construction | CodeCode Available | 0 |
| Towards Understanding Gender Bias in Relation Extraction | Nov 9, 2019 | counterfactualData Augmentation | CodeCode Available | 0 |
