| Extrinsic Factors Affecting the Accuracy of Biomedical NER | May 29, 2023 | Data Augmentationnamed-entity-recognition | —Unverified | 0 |
| W-procer: Weighted Prototypical Contrastive Learning for Medical Few-Shot Named Entity Recognition | May 29, 2023 | Contrastive Learningnamed-entity-recognition | —Unverified | 0 |
| ContrastNER: Contrastive-based Prompt Tuning for Few-shot NER | May 29, 2023 | Contrastive Learningfew-shot-ner | —Unverified | 0 |
| Complementary and Integrative Health Lexicon (CIHLex) and Entity Recognition in the Literature | May 27, 2023 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Automatic Emotion Experiencer Recognition | May 26, 2023 | Emotion ClassificationEmotion Recognition | —Unverified | 0 |
| People and Places of Historical Europe: Bootstrapping Annotation Pipeline and a New Corpus of Named Entities in Late Medieval Texts | May 26, 2023 | Information Retrievalnamed-entity-recognition | —Unverified | 0 |
| Jointprop: Joint Semi-supervised Learning for Entity and Relation Extraction with Heterogeneous Graph-based Propagation | May 25, 2023 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Prompting Large Language Models for Counterfactual Generation: An Empirical Study | May 24, 2023 | counterfactualData Augmentation | —Unverified | 0 |
| Automated Refugee Case Analysis: An NLP Pipeline for Supporting Legal Practitioners | May 24, 2023 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| PromptNER: Prompting For Named Entity Recognition | May 24, 2023 | few-shot-nerFew-shot NER | —Unverified | 0 |
| Improving Self-training for Cross-lingual Named Entity Recognition with Contrastive and Prototype Learning | May 23, 2023 | Cross-Lingual NERnamed-entity-recognition | CodeCode Available | 0 |
| Translation and Fusion Improves Zero-shot Cross-lingual Information Extraction | May 23, 2023 | Cross-Lingual TransferDecoder | CodeCode Available | 0 |
| BAND: Biomedical Alert News Dataset | May 23, 2023 | ArticlesEpidemiology | CodeCode Available | 0 |
| AxomiyaBERTa: A Phonologically-aware Transformer Model for Assamese | May 23, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Biomedical Named Entity Recognition via Dictionary-based Synonym Generalization | May 22, 2023 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| Better Sampling of Negatives for Distantly Supervised Named Entity Recognition | May 22, 2023 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| Partial Annotation Learning for Biomedical Entity Recognition | May 22, 2023 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Taxonomy Expansion for Named Entity Recognition | May 22, 2023 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| A Confidence-based Partial Label Learning Model for Crowd-Annotated Named Entity Recognition | May 21, 2023 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| Pruning Pre-trained Language Models with Principled Importance and Self-regularization | May 21, 2023 | Data-to-Text Generationnamed-entity-recognition | CodeCode Available | 0 |
| CDJUR-BR -- A Golden Collection of Legal Document from Brazilian Justice with Fine-Grained Named Entities | May 20, 2023 | AttributeJurisprudence | —Unverified | 0 |
| Enhancing Few-shot NER with Prompt Ordering based Data Augmentation | May 19, 2023 | Data Augmentationfew-shot-ner | —Unverified | 0 |
| BioAug: Conditional Generation based Data Augmentation for Low-Resource Biomedical NER | May 18, 2023 | Data Augmentationnamed-entity-recognition | CodeCode Available | 0 |
| UniEX: An Effective and Efficient Framework for Unified Information Extraction via a Span-extractive Perspective | May 17, 2023 | Event Extractionnamed-entity-recognition | —Unverified | 0 |
| Hierarchical Aligned Multimodal Learning for NER on Tweet Posts | May 15, 2023 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Gaussian Prior Reinforcement Learning for Nested Named Entity Recognition | May 12, 2023 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| A Novel Dataset Towards Extracting Virus-Host Interactions | May 11, 2023 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| SemEval-2023 Task 2: Fine-grained Multilingual Named Entity Recognition (MultiCoNER 2) | May 11, 2023 | Multilingual Named Entity Recognitionnamed-entity-recognition | —Unverified | 0 |
| PAI at SemEval-2023 Task 2: A Universal System for Named Entity Recognition with External Entity Information | May 10, 2023 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| Extracting Complex Named Entities in Legal Documents via Weakly Supervised Object Detection | May 10, 2023 | Document Layout AnalysisInformation Retrieval | —Unverified | 0 |
| Korean Named Entity Recognition Based on Language-Specific Features | May 10, 2023 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| SPSQL: Step-by-step Parsing Based Framework for Text-to-SQL Generation | May 10, 2023 | Data AugmentationMarketing | —Unverified | 0 |
| Are ChatGPT and GPT-4 General-Purpose Solvers for Financial Text Analytics? A Study on Several Typical Tasks | May 10, 2023 | Binary Classificationnamed-entity-recognition | —Unverified | 0 |
| Attack Named Entity Recognition by Entity Boundary Interference | May 9, 2023 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Toward Adversarial Training on Contextualized Language Representation | May 8, 2023 | Decoderglobal-optimization | CodeCode Available | 0 |
| Beyond Rule-based Named Entity Recognition and Relation Extraction for Process Model Generation from Natural Language Text | May 6, 2023 | Entity ResolutionFeature Engineering | —Unverified | 0 |
| NER-to-MRC: Named-Entity Recognition Completely Solving as Machine Reading Comprehension | May 6, 2023 | Machine Reading Comprehensionnamed-entity-recognition | —Unverified | 0 |
| SANTA: Separate Strategies for Inaccurate and Incomplete Annotation Noise in Distantly-Supervised Named Entity Recognition | May 6, 2023 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| VicunaNER: Zero/Few-shot Named Entity Recognition using Vicuna | May 5, 2023 | few-shot-nerFew-shot NER | —Unverified | 0 |
| LLM-RM at SemEval-2023 Task 2: Multilingual Complex NER using XLM-RoBERTa | May 5, 2023 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| DAMO-NLP at SemEval-2023 Task 2: A Unified Retrieval-augmented System for Multilingual Named Entity Recognition | May 5, 2023 | Multilingual Named Entity Recognitionnamed-entity-recognition | —Unverified | 0 |
| USTC-NELSLIP at SemEval-2023 Task 2: Statistical Construction and Dual Adaptation of Gazetteer for Multilingual Complex NER | May 4, 2023 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| The Role of Global and Local Context in Named Entity Recognition | May 4, 2023 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| Causal Interventions-based Few-Shot Named Entity Recognition | May 3, 2023 | Few-Shot Learningfew-shot-ner | —Unverified | 0 |
| UNTER: A Unified Knowledge Interface for Enhancing Pre-trained Language Models | May 2, 2023 | DecoderEntity Typing | —Unverified | 0 |
| Company classification using zero-shot learning | May 1, 2023 | Classificationnamed-entity-recognition | —Unverified | 0 |
| Constructing a Knowledge Graph from Textual Descriptions of Software Vulnerabilities in the National Vulnerability Database | Apr 30, 2023 | Knowledge Graph EmbeddingsKnowledge Graphs | —Unverified | 0 |
| Examining European Press Coverage of the Covid-19 No-Vax Movement: An NLP Framework | Apr 29, 2023 | ArticlesMisinformation | —Unverified | 0 |
| RexUIE: A Recursive Method with Explicit Schema Instructor for Universal Information Extraction | Apr 28, 2023 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Large Scale Genealogical Information Extraction From Handwritten Quebec Parish Records | Apr 27, 2023 | Handwritten Text RecognitionLine Detection | —Unverified | 0 |