| Yes but.. Can ChatGPT Identify Entities in Historical Documents? | Mar 30, 2023 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| Task Oriented Conversational Modelling With Subjective Knowledge | Mar 30, 2023 | Entity RetrievalKeyword Extraction | CodeCode Available | 0 |
| BloombergGPT: A Large Language Model for Finance | Mar 30, 2023 | Causal JudgmentCommon Sense Reasoning | —Unverified | 0 |
| Improving Large Language Models for Clinical Named Entity Recognition via Prompt Engineering | Mar 29, 2023 | Few-Shot LearningLanguage Modelling | CodeCode Available | 1 |
| Assorted, Archetypal and Annotated Two Million (3A2M) Cooking Recipes Dataset based on Active Learning | Mar 27, 2023 | Active LearningGenre classification | —Unverified | 0 |
| W2KPE: Keyphrase Extraction with Word-Word Relation | Mar 22, 2023 | Keyphrase Extractionnamed-entity-recognition | —Unverified | 0 |
| DeID-GPT: Zero-shot Medical Text De-Identification by GPT-4 | Mar 20, 2023 | BenchmarkingDe-identification | CodeCode Available | 1 |
| Multi-task Transformer with Relation-attention and Type-attention for Named Entity Recognition | Mar 20, 2023 | Boundary Detectionnamed-entity-recognition | —Unverified | 0 |
| Exploring Partial Knowledge Base Inference in Biomedical Entity Linking | Mar 18, 2023 | Entity DisambiguationEntity Linking | CodeCode Available | 0 |
| GazeReader: Detecting Unknown Word Using Webcam for English as a Second Language (ESL) Learners | Mar 18, 2023 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| BanglaCoNER: Towards Robust Bangla Complex Named Entity Recognition | Mar 16, 2023 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| Applying unsupervised keyphrase methods on concepts extracted from discharge sheets | Mar 15, 2023 | Binary ClassificationEntity Linking | —Unverified | 0 |
| A Human Subject Study of Named Entity Recognition (NER) in Conversational Music Recommendation Queries | Mar 13, 2023 | Music Recommendationnamed-entity-recognition | CodeCode Available | 1 |
| Does Synthetic Data Generation of LLMs Help Clinical Text Mining? | Mar 8, 2023 | Code Generationnamed-entity-recognition | —Unverified | 0 |
| German BERT Model for Legal Named Entity Recognition | Mar 7, 2023 | Language Modellingmodel | —Unverified | 0 |
| GlobalNER: Incorporating Non-local Information into Named Entity Recognition | Mar 6, 2023 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| OEKG: The Open Event Knowledge Graph | Feb 28, 2023 | ArticlesImage Retrieval | —Unverified | 0 |
| A Prototypical Semantic Decoupling Method via Joint Contrastive Learning for Few-Shot Name Entity Recognition | Feb 27, 2023 | Contrastive Learningfew-shot-ner | —Unverified | 0 |
| Named Entity Recognition Based Automatic Generation of Research Highlights | Feb 25, 2023 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| A Neural Span-Based Continual Named Entity Recognition Model | Feb 23, 2023 | Continual LearningContinual Named Entity Recognition | CodeCode Available | 1 |
| Impact of Subword Pooling Strategy on Cross-lingual Event Detection | Feb 22, 2023 | Event DetectionEvent Extraction | CodeCode Available | 0 |
| FiNER-ORD: Financial Named Entity Recognition Open Research Dataset | Feb 22, 2023 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 1 |
| A Benchmark of Nested Named Entity Recognition Approaches in Historical Structured Documents | Feb 20, 2023 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| ChatIE: Zero-Shot Information Extraction via Chatting with ChatGPT | Feb 20, 2023 | Event Extractionnamed-entity-recognition | CodeCode Available | 2 |
| Exploring the Potential of Machine Translation for Generating Named Entity Datasets: A Case Study between Persian and English | Feb 19, 2023 | Machine Translationnamed-entity-recognition | CodeCode Available | 0 |
| Entry Separation using a Mixed Visual and Textual Language Model: Application to 19th century French Trade Directories | Feb 17, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Uncertainty-aware Self-training for Low-resource Neural Sequence Labeling | Feb 17, 2023 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Dynamic Named Entity Recognition | Feb 16, 2023 | Entity TypingMemorization | CodeCode Available | 0 |
| Meeting the Needs of Low-Resource Languages: The Value of Automatic Alignments via Pretrained Models | Feb 15, 2023 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| Meta-Learning Triplet Network with Adaptive Margins for Few-Shot Named Entity Recognition | Feb 14, 2023 | few-shot-nerFew-shot NER | CodeCode Available | 1 |
| Type-Aware Decomposed Framework for Few-Shot Named Entity Recognition | Feb 13, 2023 | Contrastive LearningFew-shot NER | CodeCode Available | 1 |
| Learning from Noisy Crowd Labels with Logics | Feb 13, 2023 | Knowledge Distillationnamed-entity-recognition | CodeCode Available | 0 |
| Span-based Named Entity Recognition by Generating and Compressing Information | Feb 10, 2023 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| Lightweight Transformers for Clinical Natural Language Processing | Feb 9, 2023 | Continual LearningKnowledge Distillation | CodeCode Available | 1 |
| A Novel Approach for Auto-Formulation of Optimization Problems | Feb 9, 2023 | Ensemble Learningnamed-entity-recognition | CodeCode Available | 0 |
| Data Augmentation for Robust Character Detection in Fantasy Novels | Feb 9, 2023 | Data Augmentationnamed-entity-recognition | CodeCode Available | 0 |
| Efficient Joint Learning for Clinical Named Entity Recognition and Relation Extraction Using Fourier Networks: A Use Case in Adverse Drug Events | Feb 8, 2023 | GPUnamed-entity-recognition | CodeCode Available | 0 |
| A Survey on Arabic Named Entity Recognition: Past, Recent Advances, and Future Trends | Feb 7, 2023 | Feature EngineeringLanguage Modeling | —Unverified | 0 |
| Collective Robustness Certificates: Exploiting Interdependence in Graph Neural Networks | Feb 6, 2023 | Adversarial RobustnessImage Segmentation | —Unverified | 0 |
| Unleashing the True Potential of Sequence-to-Sequence Models for Sequence Tagging and Structure Parsing | Feb 5, 2023 | Dependency Parsingnamed-entity-recognition | CodeCode Available | 1 |
| Bioformer: an efficient transformer language model for biomedical text mining | Feb 3, 2023 | ArticlesDocument Classification | CodeCode Available | 1 |
| Predefined domain specific embeddings of food concepts and recipes: A case study on heterogeneous recipe datasets | Feb 2, 2023 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Zero-shot cross-lingual transfer language selection using linguistic similarity | Jan 31, 2023 | Cross-Lingual TransferDependency Parsing | —Unverified | 0 |
| A Comparative Study of Pretrained Language Models for Long Clinical Text | Jan 27, 2023 | Clinical KnowledgeDocument Classification | CodeCode Available | 1 |
| XLM-V: Overcoming the Vocabulary Bottleneck in Multilingual Masked Language Models | Jan 25, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| ViDeBERTa: A powerful pre-trained language model for Vietnamese | Jan 25, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| ProKD: An Unsupervised Prototypical Knowledge Distillation Network for Zero-Resource Cross-Lingual Named Entity Recognition | Jan 21, 2023 | Contrastive LearningCross-Lingual NER | —Unverified | 0 |
| Adversarial Adaptation for French Named Entity Recognition | Jan 12, 2023 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| A Dataset of Kurdish (Sorani) Named Entities -- An Amendment to Kurdish-BLARK Named Entities | Jan 12, 2023 | Information RetrievalMachine Translation | CodeCode Available | 0 |
| Language Models sounds the Death Knell of Knowledge Graphs | Jan 10, 2023 | Knowledge GraphsLanguage Modelling | —Unverified | 0 |