| Astro-NER -- Astronomy Named Entity Recognition: Is GPT a Good Domain Expert Annotator? | May 4, 2024 | Astronomynamed-entity-recognition | —Unverified | 0 |
| Callico: a Versatile Open-Source Document Image Annotation Platform | May 2, 2024 | Document Layout AnalysisHTR | —Unverified | 0 |
| Enhancing Language Models for Financial Relation Extraction with Named Entities and Part-of-Speech | May 2, 2024 | Financial Relation Extractionnamed-entity-recognition | CodeCode Available | 0 |
| A Named Entity Recognition and Topic Modeling-based Solution for Locating and Better Assessment of Natural Disasters in Social Media | May 1, 2024 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Mix of Experts Language Model for Named Entity Recognition | Apr 30, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Aspect and Opinion Term Extraction Using Graph Attention Network | Apr 30, 2024 | Graph Attentionnamed-entity-recognition | —Unverified | 0 |
| HistNERo: Historical Named Entity Recognition for the Romanian Language | Apr 30, 2024 | Domain Adaptationnamed-entity-recognition | —Unverified | 0 |
| Reading Order Independent Metrics for Information Extraction in Handwritten Documents | Apr 29, 2024 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| VANER: Leveraging Large Language Model for Versatile and Adaptive Biomedical Named Entity Recognition | Apr 27, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| 2M-NER: Contrastive Learning for Multilingual and Multimodal NER with Language and Modal Fusion | Apr 26, 2024 | Contrastive LearningEntity Linking | —Unverified | 0 |
| A Unified Label-Aware Contrastive Learning Framework for Few-Shot Named Entity Recognition | Apr 26, 2024 | Contrastive Learningfew-shot-ner | —Unverified | 0 |
| Incorporating Lexical and Syntactic Knowledge for Unsupervised Cross-Lingual Transfer | Apr 25, 2024 | Cross-Lingual TransferGraph Attention | CodeCode Available | 0 |
| Software Mention Recognition with a Three-Stage Framework Based on BERTology Models at SOMD 2024 | Apr 23, 2024 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| EnzChemRED, a rich enzyme chemistry relation extraction dataset | Apr 22, 2024 | Benchmarkingnamed-entity-recognition | —Unverified | 0 |
| A Continual Relation Extraction Approach for Knowledge Graph Completeness | Apr 20, 2024 | Continual Relation ExtractionKnowledge Graphs | —Unverified | 0 |
| Fine-Grained Named Entities for Corona News | Apr 20, 2024 | Articlesnamed-entity-recognition | CodeCode Available | 0 |
| Few-shot Name Entity Recognition on StackOverflow | Apr 15, 2024 | Meta-Learningnamed-entity-recognition | —Unverified | 0 |
| ToNER: Type-oriented Named Entity Recognition with Generative Language Model | Apr 14, 2024 | Binary ClassificationLanguage Modeling | CodeCode Available | 0 |
| Low-Resource Named Entity Recognition with Cross-Lingual, Character-Level Neural Conditional Random Fields | Apr 14, 2024 | Low Resource Named Entity Recognitionnamed-entity-recognition | —Unverified | 0 |
| Hybrid Multi-stage Decoding for Few-shot NER with Entity-aware Contrastive Learning | Apr 10, 2024 | ClassificationContrastive Learning | —Unverified | 0 |
| LLMs in Biomedicine: A study on clinical Named Entity Recognition | Apr 10, 2024 | few-shot-nerFew-shot NER | CodeCode Available | 0 |
| ClinLinker: Medical Entity Linking of Clinical Concept Mentions in Spanish | Apr 9, 2024 | Contrastive LearningEntity Linking | —Unverified | 0 |
| Comprehensive Study on German Language Models for Clinical and Biomedical Text Understanding | Apr 8, 2024 | Domain AdaptationExtractive Question-Answering | —Unverified | 0 |
| LTNER: Large Language Model Tagging for Named Entity Recognition with Contextualized Entity Marking | Apr 8, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Enhancing Software-Related Information Extraction via Single-Choice Question Answering with Large Language Models | Apr 8, 2024 | DescriptiveIn-Context Learning | —Unverified | 0 |
| How much reliable is ChatGPT's prediction on Information Extraction under Input Perturbations? | Apr 7, 2024 | In-Context Learningnamed-entity-recognition | —Unverified | 0 |
| A Morphology-Based Investigation of Positional Encodings | Apr 6, 2024 | Dependency Parsingnamed-entity-recognition | —Unverified | 0 |
| BanglaAutoKG: Automatic Bangla Knowledge Graph Construction with Semantic Neural Graph Filtering | Apr 4, 2024 | graph constructionInformation Retrieval | CodeCode Available | 0 |
| Intent Detection and Entity Extraction from BioMedical Literature | Apr 4, 2024 | Intent Detectionnamed-entity-recognition | CodeCode Available | 0 |
| SCANNER: Knowledge-Enhanced Approach for Robust Multi-modal Named Entity Recognition of Unseen Entities | Apr 2, 2024 | Multi-modal Named Entity Recognitionnamed-entity-recognition | —Unverified | 0 |
| Utilizing AI and Social Media Analytics to Discover Adverse Side Effects of GLP-1 Receptor Agonists | Apr 1, 2024 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Augmenting NER Datasets with LLMs: Towards Automated and Refined Annotation | Mar 30, 2024 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Cross-Lingual Transfer Robustness to Lower-Resource Languages on Adversarial Datasets | Mar 29, 2024 | Cross-Lingual Transfernamed-entity-recognition | CodeCode Available | 0 |
| A Benchmark Evaluation of Clinical Named Entity Recognition in French | Mar 28, 2024 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Is Modularity Transferable? A Case Study through the Lens of Knowledge Distillation | Mar 27, 2024 | Domain AdaptationKnowledge Distillation | CodeCode Available | 0 |
| 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 |
| 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 |
| Embedded Named Entity Recognition using Probing Classifiers | Mar 18, 2024 | DecoderFact Checking | 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 |
| 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 |