| MC-DRE: Multi-Aspect Cross Integration for Drug Event/Entity Extraction | Aug 12, 2023 | Event DetectionEvent Extraction | CodeCode Available | 0 |
| LASIGE and UNICAGE solution to the NASA LitCoin NLP Competition | Aug 10, 2023 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| Learning Implicit Entity-object Relations by Bidirectional Generative Alignment for Multimodal NER | Aug 3, 2023 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Athena 2.0: Discourse and User Modeling in Open Domain Dialogue | Aug 3, 2023 | coreference-resolutionCoreference Resolution | —Unverified | 0 |
| Resume Evaluation through Latent Dirichlet Allocation and Natural Language Processing for Effective Candidate Selection | Jul 28, 2023 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Improving Natural Language Inference in Arabic using Transformer Models and Linguistically Informed Pre-Training | Jul 27, 2023 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| Embedding Models for Supervised Automatic Extraction and Classification of Named Entities in Scientific Acknowledgements | Jul 25, 2023 | Miscellaneousnamed-entity-recognition | CodeCode Available | 0 |
| A Zero-shot and Few-shot Study of Instruction-Finetuned Large Language Models Applied to Clinical and Biomedical Tasks | Jul 22, 2023 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| UMLS-KGI-BERT: Data-Centric Knowledge Integration in Transformers for Biomedical Entity Recognition | Jul 20, 2023 | Document Classificationnamed-entity-recognition | —Unverified | 0 |
| Mutual Reinforcement Effects in Japanese Sentence Classification and Named Entity Recognition Tasks | Jul 18, 2023 | ClassificationFew-Shot Learning | —Unverified | 0 |
| Cross-Lingual NER for Financial Transaction Data in Low-Resource Languages | Jul 16, 2023 | Cross-Lingual NERKnowledge Distillation | —Unverified | 0 |
| RoPDA: Robust Prompt-based Data Augmentation for Low-Resource Named Entity Recognition | Jul 11, 2023 | Data AugmentationLow Resource Named Entity Recognition | —Unverified | 0 |
| Named entity recognition using GPT for identifying comparable companies | Jul 11, 2023 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Enhancing Cross-lingual Transfer via Phonemic Transcription Integration | Jul 10, 2023 | Cross-Lingual Transfernamed-entity-recognition | CodeCode Available | 0 |
| Named Entity Inclusion in Abstractive Text Summarization | Jul 5, 2023 | Abstractive Text Summarizationnamed-entity-recognition | —Unverified | 0 |
| Leveraging Cross-Lingual Transfer Learning in Spoken Named Entity Recognition Systems | Jul 3, 2023 | Cross-Lingual Transfernamed-entity-recognition | CodeCode Available | 0 |
| CollabKG: A Learnable Human-Machine-Cooperative Information Extraction Toolkit for (Event) Knowledge Graph Construction | Jul 3, 2023 | Event Extractiongraph construction | CodeCode Available | 0 |
| Effective Matching of Patients to Clinical Trials using Entity Extraction and Neural Re-ranking | Jul 1, 2023 | Descriptivenamed-entity-recognition | —Unverified | 0 |
| Biomedical Language Models are Robust to Sub-optimal Tokenization | Jun 30, 2023 | Entity LinkingLanguage Modeling | CodeCode Available | 0 |
| Information Extraction in Domain and Generic Documents: Findings from Heuristic-based and Data-driven Approaches | Jun 30, 2023 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| DeepTagger: Knowledge Enhanced Named Entity Recognition for Web-Based Ads Queries | Jun 30, 2023 | Data Augmentationnamed-entity-recognition | —Unverified | 0 |
| Integrating Large Pre-trained Models into Multimodal Named Entity Recognition with Evidential Fusion | Jun 29, 2023 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Streamlining Social Media Information Retrieval for COVID-19 Research with Deep Learning | Jun 28, 2023 | Information Retrievalnamed-entity-recognition | CodeCode Available | 0 |
| Sentence-to-Label Generation Framework for Multi-task Learning of Japanese Sentence Classification and Named Entity Recognition | Jun 28, 2023 | Multi-Task Learningnamed-entity-recognition | CodeCode Available | 0 |
| CamemBERT-bio: Leveraging Continual Pre-training for Cost-Effective Models on French Biomedical Data | Jun 27, 2023 | Language Modellingnamed-entity-recognition | —Unverified | 0 |
| DMNER: Biomedical Entity Recognition by Detection and Matching | Jun 27, 2023 | Boundary Detectionnamed-entity-recognition | CodeCode Available | 0 |
| Using Large Language Models to Provide Explanatory Feedback to Human Tutors | Jun 27, 2023 | Binary ClassificationData Augmentation | —Unverified | 0 |
| Enriching the NArabizi Treebank: A Multifaceted Approach to Supporting an Under-Resourced Language | Jun 26, 2023 | Dependency Parsingnamed-entity-recognition | —Unverified | 0 |
| Transfer Learning across Several Centuries: Machine and Historian Integrated Method to Decipher Royal Secretary's Diary | Jun 26, 2023 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Chain-of-Thought Prompt Distillation for Multimodal Named Entity Recognition and Multimodal Relation Extraction | Jun 25, 2023 | Data AugmentationDomain Generalization | —Unverified | 0 |
| Identifying and Extracting Rare Disease Phenotypes with Large Language Models | Jun 22, 2023 | Language ModellingLarge Language Model | CodeCode Available | 0 |
| Natural Language Processing in Electronic Health Records in Relation to Healthcare Decision-making: A Systematic Review | Jun 22, 2023 | ArticlesClassification | —Unverified | 0 |
| Named entity recognition in resumes | Jun 22, 2023 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Pushing the Limits of ChatGPT on NLP Tasks | Jun 16, 2023 | Dependency ParsingEvent Extraction | —Unverified | 0 |
| Research on Named Entity Recognition in Improved transformer with R-Drop structure | Jun 14, 2023 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Improving Code-Switching and Named Entity Recognition in ASR with Speech Editing based Data Augmentation | Jun 14, 2023 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Building a Corpus for Biomedical Relation Extraction of Species Mentions | Jun 14, 2023 | Articlesnamed-entity-recognition | —Unverified | 0 |
| RoBERTweet: A BERT Language Model for Romanian Tweets | Jun 11, 2023 | Language IdentificationLanguage Modeling | —Unverified | 0 |
| Enhancing Low Resource NER Using Assisting Language And Transfer Learning | Jun 10, 2023 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Advancing Italian Biomedical Information Extraction with Transformers-based Models: Methodological Insights and Multicenter Practical Application | Jun 8, 2023 | Language ModellingLarge Language Model | —Unverified | 0 |
| Multilingual Clinical NER: Translation or Cross-lingual Transfer? | Jun 7, 2023 | Cross-Lingual Transfernamed-entity-recognition | —Unverified | 0 |
| TKDP: Threefold Knowledge-enriched Deep Prompt Tuning for Few-shot Named Entity Recognition | Jun 6, 2023 | few-shot-nerFew-shot NER | CodeCode Available | 0 |
| Transformer-Based UNet with Multi-Headed Cross-Attention Skip Connections to Eliminate Artifacts in Scanned Documents | Jun 5, 2023 | DenoisingDocument Classification | —Unverified | 0 |
| Skill over Scale: The Case for Medium, Domain-Specific Models for SE | Jun 5, 2023 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| bgGLUE: A Bulgarian General Language Understanding Evaluation Benchmark | Jun 4, 2023 | Fact Checkingnamed-entity-recognition | CodeCode Available | 0 |
| Impact of translation on biomedical information extraction from real-life clinical notes | Jun 3, 2023 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Data-Efficient French Language Modeling with CamemBERTa | Jun 2, 2023 | Dependency ParsingFLUE | —Unverified | 0 |
| Machine Learning Approach for Cancer Entities Association and Classification | May 30, 2023 | ArticlesClassification | —Unverified | 0 |
| Examining risks of racial biases in NLP tools for child protective services | May 30, 2023 | coreference-resolutionCoreference Resolution | —Unverified | 0 |
| A Multilingual Evaluation of NER Robustness to Adversarial Inputs | May 30, 2023 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |