| MAILEX: Email Event and Argument Extraction | May 22, 2023 | 4k8k | CodeCode Available | 1 | 5 |
| Corpus-based Open-Domain Event Type Induction | Sep 7, 2021 | Event ExtractionObject | CodeCode Available | 1 | 5 |
| DeepStruct: Pretraining of Language Models for Structure Prediction | May 21, 2022 | coreference-resolutionCoreference Resolution | CodeCode Available | 1 | 5 |
| Few-Shot Document-Level Event Argument Extraction | Sep 6, 2022 | Document-level Event ExtractionEvent Argument Extraction | CodeCode Available | 1 | 5 |
| Biomedical Event Extraction with Hierarchical Knowledge Graphs | Sep 20, 2020 | Event ExtractionLanguage Modeling | CodeCode Available | 1 | 5 |
| Joint Biomedical Entity and Relation Extraction with Knowledge-Enhanced Collective Inference | May 27, 2021 | Event ExtractionJoint Entity and Relation Extraction | CodeCode Available | 1 | 5 |
| MLBiNet: A Cross-Sentence Collective Event Detection Network | May 20, 2021 | DecoderEvent Detection | CodeCode Available | 1 | 5 |
| Joint Extraction of Events and Entities within a Document Context | Sep 12, 2016 | Entity Extraction using GANEvent Extraction | CodeCode Available | 1 | 5 |
| OpenUE: An Open Toolkit of Universal Extraction from Text | Oct 1, 2020 | Event ExtractionIntent Detection | CodeCode Available | 1 | 5 |
| Legal Judgment Prediction via Event Extraction with Constraints | May 1, 2022 | Event ExtractionPrediction | CodeCode Available | 1 | 5 |
| LEEC: A Legal Element Extraction Dataset with an Extensive Domain-Specific Label System | Oct 2, 2023 | Event Extraction | CodeCode Available | 1 | 5 |
| EventGraph: Event Extraction as Semantic Graph Parsing | Oct 16, 2022 | Event DetectionEvent Extraction | CodeCode Available | 1 | 5 |
| RESIN: A Dockerized Schema-Guided Cross-document Cross-lingual Cross-media Information Extraction and Event Tracking System | Jun 1, 2021 | coreference-resolutionCoreference Resolution | CodeCode Available | 1 | 5 |
| Document-level Event Extraction via Parallel Prediction Networks | Aug 1, 2021 | DecoderDocument-level Event Extraction | CodeCode Available | 1 | 5 |
| DeepEventMine: end-to-end neural nested event extraction from biomedical texts | Jun 17, 2020 | Event ExtractionSentence | CodeCode Available | 1 | 5 |
| From POS tagging to dependency parsing for biomedical event extraction | Aug 11, 2018 | Dependency ParsingEvent Extraction | CodeCode Available | 1 | 5 |
| Document-level Event Extraction via Heterogeneous Graph-based Interaction Model with a Tracker | May 31, 2021 | Document-level Event ExtractionEvent Extraction | CodeCode Available | 1 | 5 |
| CasEE: A Joint Learning Framework with Cascade Decoding for Overlapping Event Extraction | Jul 4, 2021 | Event Extraction | CodeCode Available | 1 | 5 |
| Doc2EDAG: An End-to-End Document-level Framework for Chinese Financial Event Extraction | Apr 16, 2019 | Document-level Event ExtractionEvent Extraction | CodeCode Available | 1 | 5 |
| DocEE: A Large-Scale and Fine-grained Benchmark for Document-level Event Extraction | Jul 1, 2022 | Document-level Event ExtractionEvent Extraction | CodeCode Available | 1 | 5 |
| Document-Level Event Role Filler Extraction using Multi-Granularity Contextualized Encoding | May 13, 2020 | Document-level Event ExtractionEvent Extraction | CodeCode Available | 1 | 5 |
| CLEVE: Contrastive Pre-training for Event Extraction | May 30, 2021 | Contrastive LearningEvent Extraction | CodeCode Available | 1 | 5 |
| A Two-Stream AMR-enhanced Model for Document-level Event Argument Extraction | Apr 30, 2022 | Abstract Meaning RepresentationDocument-level Event Extraction | CodeCode Available | 1 | 5 |
| CLIP-Event: Connecting Text and Images with Event Structures | Jan 13, 2022 | Contrastive LearningEvent Extraction | CodeCode Available | 1 | 5 |
| CMNEE: A Large-Scale Document-Level Event Extraction Dataset based on Open-Source Chinese Military News | Apr 18, 2024 | Document-level Event ExtractionEvent Extraction | CodeCode Available | 1 | 5 |
| Are Triggers Needed for Document-Level Event Extraction? | Nov 13, 2024 | Document-level Event ExtractionEvent Extraction | CodeCode Available | 0 | 5 |
| BKEE: Pioneering Event Extraction in the Vietnamese Language | May 1, 2024 | Event DetectionEvent Extraction | CodeCode Available | 0 | 5 |
| Biomedical Event Trigger Identification Using Bidirectional Recurrent Neural Network Based Models | May 26, 2017 | Event ExtractionSentence | CodeCode Available | 0 | 5 |
| LED: A Dataset for Life Event Extraction from Dialogs | Apr 17, 2023 | Event ExtractionRelation Extraction | CodeCode Available | 0 | 5 |
| Joint Event Extraction via Recurrent Neural Networks | Jun 1, 2016 | Event ExtractionStructured Prediction | CodeCode Available | 0 | 5 |
| Jointly Multiple Events Extraction via Attention-based Graph Information Aggregation | Sep 24, 2018 | Event ExtractionSentence | CodeCode Available | 0 | 5 |
| Adaptive Ordered Information Extraction with Deep Reinforcement Learning | Jun 19, 2023 | Deep Reinforcement LearningEvent Extraction | CodeCode Available | 0 | 5 |
| JSEEGraph: Joint Structured Event Extraction as Graph Parsing | Jun 26, 2023 | Event Argument ExtractionEvent Extraction | CodeCode Available | 0 | 5 |
| HMEAE: Hierarchical Modular Event Argument Extraction | Nov 1, 2019 | Event Argument ExtractionEvent Extraction | CodeCode Available | 0 | 5 |
| Harvesting Events from Multiple Sources: Towards a Cross-Document Event Extraction Paradigm | Jun 23, 2024 | coreference-resolutionCoreference Resolution | CodeCode Available | 0 | 5 |
| Identifying chronological and coherent information threads using 5W1H questions and temporal relationships | Jan 18, 2023 | ArticlesEvent Extraction | CodeCode Available | 0 | 5 |
| An Ordinal Latent Variable Model of Conflict Intensity | Oct 8, 2022 | Event Extraction | CodeCode Available | 0 | 5 |
| Biomedical Event Extraction as Multi-turn Question Answering | Nov 1, 2020 | Event ExtractionKnowledge Base Population | CodeCode Available | 0 | 5 |
| Improving Adverse Drug Event Extraction with SpanBERT on Different Text Typologies | May 19, 2021 | Event ExtractionPharmacovigilance | CodeCode Available | 0 | 5 |
| Geolocating Political Events in Text | May 29, 2019 | Event ExtractionOpen-Ended Question Answering | CodeCode Available | 0 | 5 |
| Giveme5W1H: A Universal System for Extracting Main Events from News Articles | Sep 6, 2019 | ArticlesClustering | CodeCode Available | 0 | 5 |
| An improved neural network model for joint POS tagging and dependency parsing | Jul 11, 2018 | Dependency ParsingEvent Extraction | CodeCode Available | 0 | 5 |
| Cross-context News Corpus for Protest Events related Knowledge Base Construction | Aug 1, 2020 | Active LearningArticles | CodeCode Available | 0 | 5 |
| Global Constraints with Prompting for Zero-Shot Event Argument Classification | Feb 9, 2023 | Event ExtractionLanguage Modeling | CodeCode Available | 0 | 5 |
| Leveraging ChatGPT in Pharmacovigilance Event Extraction: An Empirical Study | Feb 24, 2024 | Data AugmentationEvent Extraction | CodeCode Available | 0 | 5 |
| Exploiting Data Characteristics for Document-level Event Extraction | Nov 16, 2021 | Document-level Event ExtractionEvent Extraction | CodeCode Available | 0 | 5 |
| External Evaluation of Event Extraction Classifiers for Automatic Pathway Curation: An extended study of the mTOR pathway | Jul 7, 2017 | BIG-bench Machine LearningEvent Extraction | CodeCode Available | 0 | 5 |
| Event-Keyed Summarization | Feb 10, 2024 | Document-level Event ExtractionEvent Extraction | CodeCode Available | 0 | 5 |
| Continual Event Extraction with Semantic Confusion Rectification | Oct 24, 2023 | Event ExtractionSentence | CodeCode Available | 0 | 5 |
| BEEDS: Large-Scale Biomedical Event Extraction using Distant Supervision and Question Answering | May 1, 2022 | Event ExtractionKnowledge Base Population | CodeCode Available | 0 | 5 |
