| Named entity recognition architecture combining contextual and global features | Dec 15, 2021 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 1 |
| Cognition-aware Cognate Detection | Dec 15, 2021 | Cross-Lingual Information RetrievalInformation Retrieval | CodeCode Available | 0 |
| On the Use of External Data for Spoken Named Entity Recognition | Dec 14, 2021 | Knowledge Distillationnamed-entity-recognition | CodeCode Available | 0 |
| ANEA: Automated (Named) Entity Annotation for German Domain-Specific Texts | Dec 13, 2021 | Descriptivenamed-entity-recognition | CodeCode Available | 0 |
| ITA: Image-Text Alignments for Multi-Modal Named Entity Recognition | Dec 13, 2021 | Multi-modal Named Entity Recognitionnamed-entity-recognition | CodeCode Available | 1 |
| Automated tabulation of clinical trial results: A joint entity and relation extraction approach with transformer-based language representations | Dec 10, 2021 | Joint Entity and Relation Extractionnamed-entity-recognition | CodeCode Available | 0 |
| Opinion Extraction as A Structured Sentiment Analysis using Transformers | Dec 9, 2021 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Transformer-Based Approach for Joint Handwriting and Named Entity Recognition in Historical documents | Dec 8, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Fast and Accurate End-to-End Span-based Semantic Role Labeling as Word-based Graph Parsing | Dec 6, 2021 | Chinese Word Segmentationnamed-entity-recognition | CodeCode Available | 1 |
| Causal Distillation for Language Models | Dec 5, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| A Russian Jeopardy! Data Set for Question-Answering Systems | Dec 4, 2021 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| Multi-task pre-finetuning for zero-shot cross lingual transfer | Dec 1, 2021 | Cross-Lingual Transferintent-classification | —Unverified | 0 |
| Transferring Modern Named Entity Recognition to the Historical Domain: How to Take the Step? | Dec 1, 2021 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Did You Enjoy the Last Supper? An Experimental Study on Cross-Domain NER Models for the Art Domain | Dec 1, 2021 | Articlesnamed-entity-recognition | CodeCode Available | 0 |
| Named Entity-Factored Transformer for Proper Noun Translation | Dec 1, 2021 | Machine Translationnamed-entity-recognition | —Unverified | 0 |
| Named Entity Recognition for French medieval charters | Dec 1, 2021 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Abstractive Text Summarization: Enhancing Sequence-to-Sequence Models Using Word Sense Disambiguation and Semantic Content Generalization | Dec 1, 2021 | Abstractive Text Summarizationnamed-entity-recognition | —Unverified | 0 |
| Building astroBERT, a language model for Astronomy & Astrophysics | Dec 1, 2021 | AstronomyLanguage Modeling | —Unverified | 0 |
| Wiki to Automotive: Understanding the Distribution Shift and its impact on Named Entity Recognition | Dec 1, 2021 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| NER-BERT: A Pre-trained Model for Low-Resource Entity Tagging | Dec 1, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Automatic Extraction of Medication Names in Tweets as Named Entity Recognition | Nov 30, 2021 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| KARL-Trans-NER: Knowledge Aware Representation Learning for Named Entity Recognition using Transformers | Nov 30, 2021 | Machine Translationnamed-entity-recognition | —Unverified | 0 |
| Chemical Identification and Indexing in PubMed Articles via BERT and Text-to-Text Approaches | Nov 30, 2021 | ArticlesChemical Indexing | —Unverified | 0 |
| Do We Still Need Automatic Speech Recognition for Spoken Language Understanding? | Nov 29, 2021 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Why KDAC? A general activation function for knowledge discovery | Nov 27, 2021 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |