| Constrained Labeled Data Generation for Low-Resource Named Entity Recognition | Aug 1, 2021 | Cross-Lingual NERLow Resource Named Entity Recognition | —Unverified | 0 |
| Named Entity Recognition through Deep Representation Learning and Weak Supervision | Aug 1, 2021 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Named Entity Recognition via Noise Aware Training Mechanism with Data Filter | Aug 1, 2021 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| 融入篇章信息的文学作品命名实体识别(Document-level Literary Named Entity Recognition) | Aug 1, 2021 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Morphological Analysis Corpus Construction of Uyghur | Aug 1, 2021 | LEMMALemmatization | —Unverified | 0 |
| 基于多任务标签一致性机制的中文命名实体识别(Chinese Named Entity Recognition based on Multi-task Label Consistency Mechanism) | Aug 1, 2021 | Chinese Named Entity Recognitionnamed-entity-recognition | —Unverified | 0 |
| Improving Low-Resource Named Entity Recognition via Label-Aware Data Augmentation and Curriculum Denoising | Aug 1, 2021 | Data AugmentationDenoising | —Unverified | 0 |
| Attribute Value Generation from Product Title using Language Models | Aug 1, 2021 | AttributeAttribute Value Extraction | —Unverified | 0 |
| Meta-Learning for Few-Shot Named Entity Recognition | Aug 1, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Subsequence Based Deep Active Learning for Named Entity Recognition | Aug 1, 2021 | Active Learningnamed-entity-recognition | —Unverified | 0 |
| A Large-Scale Chinese Multimodal NER Dataset with Speech Clues | Aug 1, 2021 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 1 |
| TexSmart: A System for Enhanced Natural Language Understanding | Aug 1, 2021 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Modularized Interaction Network for Named Entity Recognition | Aug 1, 2021 | Boundary Detectionnamed-entity-recognition | —Unverified | 0 |
| A Neural Transition-based Joint Model for Disease Named Entity Recognition and Normalization | Aug 1, 2021 | Multi-Task Learningnamed-entity-recognition | —Unverified | 0 |
| Leveraging Type Descriptions for Zero-shot Named Entity Recognition and Classification | Aug 1, 2021 | Machine Reading Comprehensionnamed-entity-recognition | —Unverified | 0 |
| QASR: QCRI Aljazeera Speech Resource A Large Scale Annotated Arabic Speech Corpus | Aug 1, 2021 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| An End-to-End Progressive Multi-Task Learning Framework for Medical Named Entity Recognition and Normalization | Aug 1, 2021 | Knowledge GraphsMedical Named Entity Recognition | CodeCode Available | 1 |
| Improving Model Generalization: A Chinese Named Entity Recognition Case Study | Aug 1, 2021 | BenchmarkingChinese Named Entity Recognition | —Unverified | 0 |
| 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 |
| Enhancing Entity Boundary Detection for Better Chinese Named Entity Recognition | Aug 1, 2021 | Boundary DetectionChinese Named Entity Recognition | CodeCode Available | 1 |
| CogIE: An Information Extraction Toolkit for Bridging Texts and CogNet | Aug 1, 2021 | Entity LinkingEntity Typing | CodeCode Available | 1 |
| MulDA: A Multilingual Data Augmentation Framework for Low-Resource Cross-Lingual NER | Aug 1, 2021 | Cross-Lingual NERCross-Lingual Transfer | —Unverified | 0 |
| Nested Named Entity Recognition via Explicitly Excluding the Influence of the Best Path | Aug 1, 2021 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| An automated domain-independent text reading, interpreting and extracting approach for reviewing the scientific literature | Jul 30, 2021 | Articlesnamed-entity-recognition | —Unverified | 0 |
| SeqScore: Addressing Barriers to Reproducible Named Entity Recognition Evaluation | Jul 29, 2021 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 1 |