| SeqAttack: On Adversarial Attacks for Named Entity Recognition | Nov 1, 2021 | Classificationnamed-entity-recognition | —Unverified | 0 |
| Analysis of Zero-Shot Crosslingual Learning between English and Korean for Named Entity Recognition | Nov 1, 2021 | Articlesnamed-entity-recognition | CodeCode Available | 0 |
| Improved Named Entity Recognition for Noisy Call Center Transcripts | Nov 1, 2021 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Zero-Shot Cross-Lingual Transfer is a Hard Baseline to Beat in German Fine-Grained Entity Typing | Nov 1, 2021 | Cross-Lingual TransferEntity Typing | —Unverified | 0 |
| Deep Learning Transformer Architecture for Named Entity Recognition on Low Resourced Languages: State of the art results | Nov 1, 2021 | BIG-bench Machine LearningChunking | —Unverified | 0 |
| Language Clustering for Multilingual Named Entity Recognition | Nov 1, 2021 | ClusteringLanguage Identification | —Unverified | 0 |
| Evaluating the carbon footprint of NLP methods: a survey and analysis of existing tools | Nov 1, 2021 | Deep Learningnamed-entity-recognition | —Unverified | 0 |
| Synchronous Dual Network with Cross-Type Attention for Joint Entity and Relation Extraction | Nov 1, 2021 | Joint Entity and Relation ExtractionMulti-Task Learning | —Unverified | 0 |
| The Korean Morphologically Tight-Fitting Tokenizer for Noisy User-Generated Texts | Nov 1, 2021 | Articlesnamed-entity-recognition | —Unverified | 0 |
| Arabic Named Entity Recognition Using Transformer-based-CRF Model | Nov 1, 2021 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| ChemNER: Fine-Grained Chemistry Named Entity Recognition with Ontology-Guided Distant Supervision | Nov 1, 2021 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| HiTRANS: A Hierarchical Transformer Network for Nested Named Entity Recognition | Nov 1, 2021 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Named Entity Recognition in Historic Legal Text: A Transformer and State Machine Ensemble Method | Nov 1, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| CNNBiF: CNN-based Bigram Features for Named Entity Recognition | Nov 1, 2021 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Named Entity Recognition in the Romanian Legal Domain | Nov 1, 2021 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| TEBNER: Domain Specific Named Entity Recognition with Type Expanded Boundary-aware Network | Nov 1, 2021 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Backdoor Pre-trained Models Can Transfer to All | Oct 30, 2021 | AllBackdoor Attack | CodeCode Available | 0 |
| Part & Whole Extraction: Towards A Deep Understanding of Quantitative Facts for Percentages in Text | Oct 26, 2021 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Learning Rich Representation of Keyphrases from Text | Oct 16, 2021 | Abstractive Text SummarizationKeyphrase Extraction | —Unverified | 0 |
| CONTaiNER: Few-Shot Named Entity Recognition via Contrastive Learning | Oct 16, 2021 | Contrastive LearningFew-shot NER | —Unverified | 0 |
| Turkish Named Entity Recognition: A Survey and Comparative Analysis | Oct 16, 2021 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| A Pharmacovigilance Application of Social Media Mining: An Ensemble Approach for Automated Classification and Extraction of Drug Mentions in Tweets | Oct 16, 2021 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Named Entity Recognition in Unstructured Medical Text Documents | Oct 15, 2021 | De-identificationnamed-entity-recognition | —Unverified | 0 |
| Understanding Model Robustness to User-generated Noisy Texts | Oct 14, 2021 | Grammatical Error CorrectionMachine Translation | CodeCode Available | 0 |
| Investigation on Data Adaptation Techniques for Neural Named Entity Recognition | Oct 12, 2021 | Data Augmentationnamed-entity-recognition | —Unverified | 0 |
| Protagonists' Tagger in Literary Domain -- New Datasets and a Method for Person Entity Linkage | Oct 4, 2021 | Entity Disambiguationnamed-entity-recognition | —Unverified | 0 |
| Aggregating User-Centric and Post-Centric Sentiments from Social Media for Topical Stance Prediction | Oct 1, 2021 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Home Appliance Review Research Via Adversarial Reptile | Oct 1, 2021 | Aspect Category Sentiment ClassificationMeta-Learning | —Unverified | 0 |
| Nested Named Entity Recognition for Chinese Electronic Health Records with QA-based Sequence Labeling | Oct 1, 2021 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| OPAD: An Optimized Policy-based Active Learning Framework for Document Content Analysis | Oct 1, 2021 | Active Learningdocument understanding | —Unverified | 0 |
| Training sequence labeling models using prior knowledge | Sep 29, 2021 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Text to Insight: Accelerating Organic Materials Knowledge Extraction via Deep Learning | Sep 27, 2021 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Feature-Rich Named Entity Recognition for Bulgarian Using Conditional Random Fields | Sep 26, 2021 | Miscellaneousnamed-entity-recognition | —Unverified | 0 |
| Separating Retention from Extraction in the Evaluation of End-to-end Relation Extraction | Sep 24, 2021 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Breaking BERT: Understanding its Vulnerabilities for Named Entity Recognition through Adversarial Attack | Sep 23, 2021 | Adversarial AttackDecision Making | CodeCode Available | 0 |
| DialogueBERT: A Self-Supervised Learning based Dialogue Pre-training Encoder | Sep 22, 2021 | Dialogue UnderstandingEmotion Recognition | —Unverified | 0 |
| BERTweetFR : Domain Adaptation of Pre-Trained Language Models for French Tweets | Sep 21, 2021 | Domain AdaptationLanguage Modeling | —Unverified | 0 |
| Slot Filling for Biomedical Information Extraction | Sep 17, 2021 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| reproducing "ner and pos when nothing is capitalized" | Sep 17, 2021 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| The futility of STILTs for the classification of lexical borrowings in Spanish | Sep 17, 2021 | Language Identificationnamed-entity-recognition | —Unverified | 0 |
| Improving Unsupervised Question Answering via Summarization-Informed Question Generation | Sep 16, 2021 | ArticlesDependency Parsing | —Unverified | 0 |
| MFE-NER: Multi-feature Fusion Embedding for Chinese Named Entity Recognition | Sep 16, 2021 | Chinese Named Entity Recognitionnamed-entity-recognition | CodeCode Available | 0 |
| Self-Training with Differentiable Teacher | Sep 15, 2021 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Low-Resource Named Entity Recognition Based on Multi-hop Dependency Trigger | Sep 15, 2021 | Low Resource Named Entity Recognitionnamed-entity-recognition | CodeCode Available | 0 |
| MDAPT: Multilingual Domain Adaptive Pretraining in a Single Model | Sep 14, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Task-adaptive Pre-training and Self-training are Complementary for Natural Language Understanding | Sep 14, 2021 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| What are the attackers doing now? Automating cyber threat intelligence extraction from text on pace with the changing threat landscape: A survey | Sep 14, 2021 | ArticlesDecision Making | —Unverified | 0 |
| AdaK-NER: An Adaptive Top-K Approach for Named Entity Recognition with Incomplete Annotations | Sep 11, 2021 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Clinical Trial Information Extraction with BERT | Sep 11, 2021 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Learning from Language Description: Low-shot Named Entity Recognition via Decomposed Framework | Sep 11, 2021 | Few-Shot Learningnamed-entity-recognition | —Unverified | 0 |