| CopyNext: Explicit Span Copying and Alignment in Sequence to Sequence Models | Oct 28, 2020 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| WNUT-2020 Task 1 Overview: Extracting Entities and Relations from Wet Lab Protocols | Oct 27, 2020 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 1 |
| Auxiliary Sequence Labeling Tasks for Disfluency Detection | Oct 24, 2020 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Disease Normalization with Graph Embeddings | Oct 24, 2020 | Entity Linkingnamed-entity-recognition | CodeCode Available | 0 |
| Can images help recognize entities? A study of the role of images for Multimodal NER | Oct 23, 2020 | Image Captioningnamed-entity-recognition | CodeCode Available | 1 |
| UNER: Universal Named-Entity RecognitionFramework | Oct 23, 2020 | Knowledge Graphsnamed-entity-recognition | —Unverified | 0 |
| Natural Language Processing Chains Inside a Cross-lingual Event-Centric Knowledge Pipeline for European Union Under-resourced Languages | Oct 23, 2020 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Method of noun phrase detection in Ukrainian texts | Oct 22, 2020 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| An Analysis of Simple Data Augmentation for Named Entity Recognition | Oct 22, 2020 | Data Augmentationnamed-entity-recognition | CodeCode Available | 1 |
| German's Next Language Model | Oct 21, 2020 | BenchmarkingDocument Classification | CodeCode Available | 1 |
| UmlsBERT: Clinical Domain Knowledge Augmentation of Contextual Embeddings Using the Unified Medical Language System Metathesaurus | Oct 20, 2020 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 1 |
| Coarse-to-Fine Pre-training for Named Entity Recognition | Oct 16, 2020 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 1 |
| Named Entity Recognition and Relation Extraction using Enhanced Table Filling by Contextualized Representations | Oct 15, 2020 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 1 |
| Ensemble Distillation for Structured Prediction: Calibrated, Accurate, Fast-Choose Three | Oct 13, 2020 | Machine Translationnamed-entity-recognition | —Unverified | 0 |
| BioMegatron: Larger Biomedical Domain Language Model | Oct 12, 2020 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Artificial Intelligence (AI) in Action: Addressing the COVID-19 Pandemic with Natural Language Processing (NLP) | Oct 9, 2020 | Emotion RecognitionInformation Retrieval | —Unverified | 0 |
| Constrained Decoding for Computationally Efficient Named Entity Recognition Taggers | Oct 9, 2020 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| iobes: A Library for Span-Level Processing | Oct 9, 2020 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 1 |
| Two are Better than One: Joint Entity and Relation Extraction with Table-Sequence Encoders | Oct 8, 2020 | Joint Entity and Relation Extractionnamed-entity-recognition | CodeCode Available | 1 |
| Adaptive Self-training for Few-shot Neural Sequence Labeling | Oct 7, 2020 | Meta-Learningnamed-entity-recognition | —Unverified | 0 |
| Simple and Effective Few-Shot Named Entity Recognition with Structured Nearest Neighbor Learning | Oct 6, 2020 | Few-shot NERMeta-Learning | CodeCode Available | 1 |
| SeqMix: Augmenting Active Sequence Labeling via Sequence Mixup | Oct 5, 2020 | Active LearningData Augmentation | CodeCode Available | 1 |
| Effective Unsupervised Domain Adaptation with Adversarially Trained Language Models | Oct 5, 2020 | Domain Adaptationnamed-entity-recognition | CodeCode Available | 0 |
| Local Additivity Based Data Augmentation for Semi-supervised NER | Oct 4, 2020 | Data Augmentationnamed-entity-recognition | CodeCode Available | 1 |
| Meta Sequence Learning for Generating Adequate Question-Answer Pairs | Oct 4, 2020 | Multiple-choicenamed-entity-recognition | —Unverified | 0 |
