| Extracting Biomedical Entities from Noisy Audio Transcripts | Mar 26, 2024 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| ELLEN: Extremely Lightly Supervised Learning For Efficient Named Entity Recognition | Mar 26, 2024 | Language Modellingnamed-entity-recognition | CodeCode Available | 0 |
| Task-Agnostic Detector for Insertion-Based Backdoor Attacks | Mar 25, 2024 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Few-shot Named Entity Recognition via Superposition Concept Discrimination | Mar 25, 2024 | Active Learningfew-shot-ner | CodeCode Available | 0 |
| Korean Bio-Medical Corpus (KBMC) for Medical Named Entity Recognition | Mar 24, 2024 | Medical Named Entity Recognitionnamed-entity-recognition | —Unverified | 0 |
| MRC-based Nested Medical NER with Co-prediction and Adaptive Pre-training | Mar 23, 2024 | Knowledge GraphsMachine Reading Comprehension | —Unverified | 0 |
| CO-Fun: A German Dataset on Company Outsourcing in Fund Prospectuses for Named Entity Recognition and Relation Extraction | Mar 22, 2024 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| CHisIEC: An Information Extraction Corpus for Ancient Chinese History | Mar 22, 2024 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 1 |
| Large-Scale Label Interpretation Learning for Few-Shot Named Entity Recognition | Mar 21, 2024 | Entity Linkingfew-shot-ner | —Unverified | 0 |
| Sebastian, Basti, Wastl?! Recognizing Named Entities in Bavarian Dialectal Data | Mar 19, 2024 | ArticlesDialect Identification | CodeCode Available | 0 |
| Evaluating Named Entity Recognition: A comparative analysis of mono- and multilingual transformer models on a novel Brazilian corporate earnings call transcripts dataset | Mar 18, 2024 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| Embedded Named Entity Recognition using Probing Classifiers | Mar 18, 2024 | DecoderFact Checking | CodeCode Available | 0 |
| ProgGen: Generating Named Entity Recognition Datasets Step-by-step with Self-Reflexive Large Language Models | Mar 17, 2024 | Attributenamed-entity-recognition | CodeCode Available | 1 |
| TBI Image/Text (TBI-IT): Comprehensive Text and Image Datasets for Traumatic Brain Injury Research | Mar 14, 2024 | Image Segmentationnamed-entity-recognition | —Unverified | 0 |
| Distilling Named Entity Recognition Models for Endangered Species from Large Language Models | Mar 13, 2024 | In-Context LearningKnowledge Distillation | —Unverified | 0 |
| Evolving Knowledge Distillation with Large Language Models and Active Learning | Mar 11, 2024 | Active LearningKnowledge Distillation | —Unverified | 0 |
| Few-Shot Cross-Lingual Transfer for Prompting Large Language Models in Low-Resource Languages | Mar 9, 2024 | Abstractive Text SummarizationCross-Lingual Transfer | —Unverified | 0 |
| Wiki-TabNER: Integrating Named Entity Recognition into Wikipedia Tables | Mar 7, 2024 | Entity Linkingnamed-entity-recognition | CodeCode Available | 0 |
| Advancing Chinese biomedical text mining with community challenges | Mar 7, 2024 | AttributeAttribute Extraction | —Unverified | 0 |
| Decomposed Meta-Learning for Few-Shot Sequence Labeling | Mar 4, 2024 | Entity TypingEvent Detection | CodeCode Available | 0 |
| VNLP: Turkish NLP Package | Mar 2, 2024 | Morphological Analysisnamed-entity-recognition | CodeCode Available | 2 |
| VerifiNER: Verification-augmented NER via Knowledge-grounded Reasoning with Large Language Models | Feb 28, 2024 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 1 |
| DANSK and DaCy 2.6.0: Domain Generalization of Danish Named Entity Recognition | Feb 28, 2024 | Domain Generalizationnamed-entity-recognition | —Unverified | 0 |
| Deep Learning Based Named Entity Recognition Models for Recipes | Feb 27, 2024 | Deep Learningnamed-entity-recognition | —Unverified | 0 |
| Rethinking Negative Instances for Generative Named Entity Recognition | Feb 26, 2024 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 2 |