| Textbook to triples: Creating knowledge graph in the form of triples from AI TextBook | Nov 20, 2021 | Formnamed-entity-recognition | —Unverified | 0 |
| Improving Tagging Consistency and Entity Coverage for Chemical Identification in Full-text Articles | Nov 20, 2021 | Articlesnamed-entity-recognition | —Unverified | 0 |
| Listen to Both Sides and be Enlightened! -- Hierarchical Modality Fusion Network for Entity and Relation Extraction | Nov 16, 2021 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Explicit Modeling the Context for Chinese NER | Nov 16, 2021 | Data Augmentationnamed-entity-recognition | —Unverified | 0 |
| Rethinking Negative Sampling for Handling Missing Entity Annotations | Nov 16, 2021 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Few-shot Named Entity Recognition with Joint Token and Sentence Awareness | Nov 16, 2021 | Few-Shot LearningFew-shot NER | —Unverified | 0 |
| Good Examples Make A Faster Learner: Simple Demonstration-based Learning for Low-resource NER | Nov 16, 2021 | Domain AdaptationFew-Shot Text Classification | —Unverified | 0 |
| Towards Building Automatic Medical Consultation System: Framework, Task and Dataset | Nov 16, 2021 | Dialogue Act ClassificationDialogue Understanding | —Unverified | 0 |
| Distill and Calibrate: Denoising Inconsistent Labeling Instances for Chinese Named Entity Recognition | Nov 16, 2021 | Chinese Named Entity RecognitionDenoising | —Unverified | 0 |
| AutoTriggER: Named Entity Recognition with Auxiliary Trigger Extraction | Nov 16, 2021 | Low Resource Named Entity Recognitionnamed-entity-recognition | —Unverified | 0 |
| Phone-ing it in: Towards Flexible Multi-Modal Language Model Training by Phonetic Representations of Data | Nov 16, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Boundary Smoothing for Named Entity Recognition | Nov 16, 2021 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Simple yet Powerful: An Overlooked Architecture for Nested Named Entity Recognition | Nov 16, 2021 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| MINER: Improving Out-of-Vocabulary Named Entity Recognition from an Information Theoretic Perspective | Nov 16, 2021 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Textual Entailment with Dynamic Contrastive Learning for Zero-shot NER | Nov 16, 2021 | Contrastive Learningnamed-entity-recognition | —Unverified | 0 |
| DAML: Chinese Named Entity Recognition with a fusion method of data-augmentation and meta-learning | Nov 16, 2021 | Chinese Named Entity RecognitionData Augmentation | —Unverified | 0 |
| Multi-Granularity Contrastive Knowledge Distillation for Multimodal Named Entity Recognition | Nov 16, 2021 | Knowledge DistillationMulti-modal Named Entity Recognition | —Unverified | 0 |
| Fusing Heterogeneous Factors with Triaffine Mechanism for Nested Named Entity Recognition | Nov 16, 2021 | Classificationnamed-entity-recognition | —Unverified | 0 |
| Lifting the Curse of Multilinguality by Pre-training Modular Transformers | Nov 16, 2021 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Slot Filling for Biomedical Information Extraction | Nov 16, 2021 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Topic Sentence Named Entity Recognition: A New Task with Its Dataset and Benchmarks | Nov 16, 2021 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Cross-domain Named Entity Recognition via Graph Matching | Nov 16, 2021 | Cross-Domain Named Entity RecognitionFew-Shot Learning | —Unverified | 0 |
| A Simple Information-Based Approach to Unsupervised Domain-Adaptive Aspect-Based Sentiment Analysis | Nov 16, 2021 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | —Unverified | 0 |
| Distantly Supervised Named Entity Recognition via Confidence-Based Multi-Class Positive and Unlabeled Learning | Nov 16, 2021 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Distantly Supervised Named Entity Recognition with Category-Oriented Confidence Calibration | Nov 16, 2021 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| KALA: Knowledge-Augmented Language Model Adaptation | Nov 16, 2021 | Domain AdaptationGeneral Knowledge | —Unverified | 0 |
| TextMosaic: A New Data Augmentation Method for Named Entity Recognition Using Document-Level Contexts | Nov 16, 2021 | Data AugmentationGPU | —Unverified | 0 |
| SegMix: A Simple Structure-Aware Data Augmentation Method | Nov 16, 2021 | Data Augmentationnamed-entity-recognition | —Unverified | 0 |
| Computer Science Articles Named Entity Recognition Datasets: Survey and Our Recent Development | Nov 16, 2021 | Articlesnamed-entity-recognition | —Unverified | 0 |
| Nested Named Entity Recognition as Latent Lexicalized Constituency Parsing | Nov 16, 2021 | Constituency ParsingEntity Typing | —Unverified | 0 |
| CBLUE: A Chinese Biomedical Language Understanding EvaluationBenchmark | Nov 16, 2021 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| A Comparative Study of Pre-trained Encoders for Low-Resource Named Entity Recognition | Nov 16, 2021 | Contrastive LearningLow Resource Named Entity Recognition | —Unverified | 0 |
| TableIE: Capture the Interactions among Joint Information Extraction Explicitly via Double Tables | Nov 16, 2021 | Event Extractionnamed-entity-recognition | —Unverified | 0 |
| Question Answering Infused Pre-training of General-Purpose Contextualized Representations | Nov 16, 2021 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Are We NER Yet? Measuring the Impact of ASR Errors on Named Entity Recognition in Spontaneous Conversation Transcripts | Nov 16, 2021 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| An Unsupervised Multiple-Task and Multiple-Teacher Model for Cross-lingual Named Entity Recognition | Nov 16, 2021 | Cross-Lingual NERKnowledge Distillation | CodeCode Available | 0 |
| Few-Shot Named Entity Recognition with Biaffine Span Representation | Nov 16, 2021 | Few-shot NERNamed Entity Recognition | —Unverified | 0 |
| KinyaBERT: a Morphology-aware Kinyarwanda Language Model | Nov 16, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| DataWords: Getting Contrarian with Text, Structured Data and Explanations | Nov 9, 2021 | Classificationnamed-entity-recognition | —Unverified | 0 |
| The overview of the NLM-Chem BioCreative VII track: full-text chemical identification and indexing in PubMed articles | Nov 8, 2021 | ArticlesChemical Entity Recognition | —Unverified | 0 |
| Reducing the impact of out of vocabulary words in the translation of natural language questions into SPARQL queries | Nov 4, 2021 | Entity LinkingMachine Translation | —Unverified | 0 |
| A PubMedBERT-based Classifier with Data Augmentation Strategy for Detecting Medication Mentions in Tweets | Nov 3, 2021 | Data AugmentationManagement | —Unverified | 0 |
| CroAno : A Crowd Annotation Platform for Improving Label Consistency of Chinese NER Dataset | Nov 1, 2021 | Chinese Named Entity RecognitionManagement | —Unverified | 0 |
| Batavia asked for advice. Pretrained language models for Named Entity Recognition in historical texts. | Nov 1, 2021 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| Few-Shot Named Entity Recognition: An Empirical Baseline Study | Nov 1, 2021 | Few-Shot LearningMeta-Learning | —Unverified | 0 |
| Fine-grained Entity Typing without Knowledge Base | Nov 1, 2021 | Entity Typingnamed-entity-recognition | CodeCode Available | 0 |
| MAD-G: Multilingual Adapter Generation for Efficient Cross-Lingual Transfer | Nov 1, 2021 | Cross-Lingual TransferDependency Parsing | —Unverified | 0 |
| PDALN: Progressive Domain Adaptation over a Pre-trained Model for Low-Resource Cross-Domain Named Entity Recognition | Nov 1, 2021 | Cross-Domain Named Entity RecognitionData Augmentation | —Unverified | 0 |
| Unsupervised Paraphrasing Consistency Training for Low Resource Named Entity Recognition | Nov 1, 2021 | Data AugmentationLow Resource Named Entity Recognition | —Unverified | 0 |
| MS-Mentions: Consistently Annotating Entity Mentions in Materials Science Procedural Text | Nov 1, 2021 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |