| Stress Test Evaluation of Biomedical Word Embeddings | Jul 24, 2021 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| Context-aware Adversarial Training for Name Regularity Bias in Named Entity Recognition | Jul 24, 2021 | Data Augmentationnamed-entity-recognition | —Unverified | 0 |
| Target-Oriented Fine-tuning for Zero-Resource Named Entity Recognition | Jul 22, 2021 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 1 |
| BoningKnife: Joint Entity Mention Detection and Typing for Nested NER via prior Boundary Knowledge | Jul 20, 2021 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Are Multilingual Models the Best Choice for Moderately Under-resourced Languages? A Comprehensive Assessment for Catalan | Jul 16, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Linking Health News to Research Literature | Jul 14, 2021 | Articlesnamed-entity-recognition | CodeCode Available | 0 |
| MECT: Multi-Metadata Embedding based Cross-Transformer for Chinese Named Entity Recognition | Jul 12, 2021 | BenchmarkingChinese Named Entity Recognition | CodeCode Available | 1 |
| DaCy: A Unified Framework for Danish NLP | Jul 12, 2021 | Data AugmentationDependency Parsing | —Unverified | 0 |
| PatentMiner: Patent Vacancy Mining via Context-enhanced and Knowledge-guided Graph Attention | Jul 10, 2021 | Graph AttentionLink Prediction | —Unverified | 0 |
| Benchmarking for Biomedical Natural Language Processing Tasks with a Domain Specific ALBERT | Jul 9, 2021 | BenchmarkingDocument Classification | CodeCode Available | 1 |
| MedGPT: Medical Concept Prediction from Clinical Narratives | Jul 7, 2021 | Multiple-choicenamed-entity-recognition | —Unverified | 0 |
| Injecting Knowledge Base Information into End-to-End Joint Entity and Relation Extraction and Coreference Resolution | Jul 5, 2021 | coreference-resolutionCoreference Resolution | CodeCode Available | 1 |
| Data Centric Domain Adaptation for Historical Text with OCR Errors | Jul 2, 2021 | Cross-Domain Named Entity RecognitionDomain Adaptation | CodeCode Available | 0 |
| A Comparison between Named Entity Recognition Models in the Biomedical Domain | Jul 1, 2021 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| SmarTerp: A CAI System to Support Simultaneous Interpreters in Real-Time | Jul 1, 2021 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Cross-Lingual Named Entity Recognition via FastAlign: a Case Study | Jul 1, 2021 | Machine Translationnamed-entity-recognition | —Unverified | 0 |
| Improving Named Entity Recognition in Spoken Dialog Systems by Context and Speech Pattern Modeling | Jul 1, 2021 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| ChineseBERT: Chinese Pretraining Enhanced by Glyph and Pinyin Information | Jun 30, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Cross-lingual alignments of ELMo contextual embeddings | Jun 30, 2021 | Dependency Parsingnamed-entity-recognition | —Unverified | 0 |
| Learning from Miscellaneous Other-Class Words for Few-shot Named Entity Recognition | Jun 29, 2021 | Few-shot NERMiscellaneous | CodeCode Available | 0 |
| A Simple and Efficient Probabilistic Language model for Code-Mixed Text | Jun 29, 2021 | Information RetrievalLanguage Identification | —Unverified | 0 |
| A Span-Based Model for Joint Overlapped and Discontinuous Named Entity Recognition | Jun 28, 2021 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 1 |
| Analyzing Research Trends in Inorganic Materials Literature Using NLP | Jun 27, 2021 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| QASR: QCRI Aljazeera Speech Resource -- A Large Scale Annotated Arabic Speech Corpus | Jun 24, 2021 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Where are we in semantic concept extraction for Spoken Language Understanding? | Jun 24, 2021 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
