| CIAug: Equipping Interpolative Augmentation with Curriculum Learning | Jul 1, 2022 | Data Augmentationnamed-entity-recognition | CodeCode Available | 0 | 5 |
| Skill-LLM: Repurposing General-Purpose LLMs for Skill Extraction | Oct 15, 2024 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 | 5 |
| ChuLo: Chunk-Level Key Information Representation for Long Document Processing | Oct 14, 2024 | ChunkingClassification | CodeCode Available | 0 | 5 |
| Adapting Multilingual LLMs to Low-Resource Languages with Knowledge Graphs via Adapters | Jul 1, 2024 | Knowledge GraphsLanguage Modeling | CodeCode Available | 0 | 5 |
| Exploring Swedish & English fastText Embeddings for NER with the Transformer | Jul 23, 2020 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 | 5 |
| Enhancing deep neural networks with morphological information | Nov 24, 2020 | Dependency Parsingnamed-entity-recognition | CodeCode Available | 0 | 5 |
| Probing Pre-trained Auto-regressive Language Models for Named Entity Typing and Recognition | Aug 26, 2021 | Entity TypingFew-shot NER | CodeCode Available | 0 | 5 |
| Exploring Alignment in Shared Cross-lingual Spaces | May 23, 2024 | Machine Translationnamed-entity-recognition | CodeCode Available | 0 | 5 |
| Chinese Named Entity Recognition Augmented with Lexicon Memory | Dec 17, 2019 | Chinese Named Entity Recognitionnamed-entity-recognition | CodeCode Available | 0 | 5 |
| Exploiting Multiple Embeddings for Chinese Named Entity Recognition | Aug 28, 2019 | Chinese Named Entity Recognitionnamed-entity-recognition | CodeCode Available | 0 | 5 |
| Chinese Lexical Analysis with Deep Bi-GRU-CRF Network | Jul 5, 2018 | Lexical Analysisnamed-entity-recognition | CodeCode Available | 0 | 5 |
| ChiMST: A Chinese Medical Corpus for Word Segmentation and Medical Term Recognition | Jun 1, 2022 | Chinese Word Segmentationnamed-entity-recognition | CodeCode Available | 0 | 5 |
| Span-based Named Entity Recognition by Generating and Compressing Information | Feb 10, 2023 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 | 5 |
| ChemNER: Fine-Grained Chemistry Named Entity Recognition with Ontology-Guided Distant Supervision | Nov 1, 2021 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 | 5 |
| A Case Study of Cross-Lingual Zero-Shot Generalization for Classical Languages in LLMs | May 19, 2025 | Machine Translationnamed-entity-recognition | CodeCode Available | 0 | 5 |
| Explicitly Capturing Relations between Entity Mentions via Graph Neural Networks for Domain-specific Named Entity Recognition | Aug 1, 2021 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 | 5 |
| Exploring Partial Knowledge Base Inference in Biomedical Entity Linking | Mar 18, 2023 | Entity DisambiguationEntity Linking | CodeCode Available | 0 | 5 |
| Chemical identification and indexing in PubMed full-text articles using deep learning and heuristics | Jul 1, 2022 | ArticlesChemical Indexing | CodeCode Available | 0 | 5 |
| Evaluating the Utility of Hand-crafted Features in Sequence Labelling | Aug 28, 2018 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 | 5 |
| Evaluation of a Sequence Tagging Tool for Biomedical Texts | Oct 1, 2018 | Articlesnamed-entity-recognition | CodeCode Available | 0 | 5 |
| Chem-FINESE: Validating Fine-Grained Few-shot Entity Extraction through Text Reconstruction | Jan 18, 2024 | Chemical Entity RecognitionFew-shot NER | CodeCode Available | 0 | 5 |
| Structured prediction models for RNN based sequence labeling in clinical text | Aug 1, 2016 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 | 5 |
| ETNLP: a visual-aided systematic approach to select pre-trained embeddings for a downstream task | Mar 11, 2019 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 | 5 |
| SubRegWeigh: Effective and Efficient Annotation Weighing with Subword Regularization | Sep 10, 2024 | Document Classificationnamed-entity-recognition | CodeCode Available | 0 | 5 |
| 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 | 5 |
