| Improving Pseudo Labels with Global-Local Denoising Framework for Cross-lingual Named Entity Recognition | Jun 3, 2024 | Cross-Lingual NERDenoising | CodeCode Available | 1 |
| ParaNames 1.0: Creating an Entity Name Corpus for 400+ Languages using Wikidata | May 15, 2024 | Multilingual Named Entity Recognitionnamed-entity-recognition | CodeCode Available | 1 |
| OpenBA-V2: Reaching 77.3% High Compression Ratio with Fast Multi-Stage Pruning | May 9, 2024 | Common Sense Reasoningnamed-entity-recognition | CodeCode Available | 1 |
| MetaIE: Distilling a Meta Model from LLM for All Kinds of Information Extraction Tasks | Mar 30, 2024 | AllLanguage Modeling | CodeCode Available | 1 |
| CHisIEC: An Information Extraction Corpus for Ancient Chinese History | Mar 22, 2024 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 1 |
| ProgGen: Generating Named Entity Recognition Datasets Step-by-step with Self-Reflexive Large Language Models | Mar 17, 2024 | Attributenamed-entity-recognition | CodeCode Available | 1 |
| VerifiNER: Verification-augmented NER via Knowledge-grounded Reasoning with Large Language Models | Feb 28, 2024 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 1 |
| NuNER: Entity Recognition Encoder Pre-training via LLM-Annotated Data | Feb 23, 2024 | DiversityFew-shot NER | CodeCode Available | 1 |
| CMNER: A Chinese Multimodal NER Dataset based on Social Media | Feb 21, 2024 | Miscellaneousnamed-entity-recognition | CodeCode Available | 1 |
| A Simple but Effective Approach to Improve Structured Language Model Output for Information Extraction | Feb 20, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
