| Zero-shot cross-lingual transfer language selection using linguistic similarity | Jan 31, 2023 | Cross-Lingual TransferDependency Parsing | —Unverified | 0 |
| XLM-V: Overcoming the Vocabulary Bottleneck in Multilingual Masked Language Models | Jan 25, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| ProKD: An Unsupervised Prototypical Knowledge Distillation Network for Zero-Resource Cross-Lingual Named Entity Recognition | Jan 21, 2023 | Contrastive LearningCross-Lingual NER | —Unverified | 0 |
| Adversarial Adaptation for French Named Entity Recognition | Jan 12, 2023 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| A Dataset of Kurdish (Sorani) Named Entities -- An Amendment to Kurdish-BLARK Named Entities | Jan 12, 2023 | Information RetrievalMachine Translation | CodeCode Available | 0 |
| Language Models sounds the Death Knell of Knowledge Graphs | Jan 10, 2023 | Knowledge GraphsLanguage Modelling | —Unverified | 0 |
| Floods Relevancy and Identification of Location from Twitter Posts using NLP Techniques | Jan 1, 2023 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Countering Malicious Content Moderation Evasion in Online Social Networks: Simulation and Detection of Word Camouflage | Dec 27, 2022 | Multilingual Named Entity Recognitionnamed-entity-recognition | CodeCode Available | 0 |
| A Comprehensive Study of Gender Bias in Chemical Named Entity Recognition Models | Dec 24, 2022 | Fairnessnamed-entity-recognition | —Unverified | 0 |
| A Marker-based Neural Network System for Extracting Social Determinants of Health | Dec 24, 2022 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Multilingual Sequence-to-Sequence Models for Hebrew NLP | Dec 19, 2022 | Decodernamed-entity-recognition | —Unverified | 0 |
| Enriching Relation Extraction with OpenIE | Dec 19, 2022 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| E-NER -- An Annotated Named Entity Recognition Corpus of Legal Text | Dec 19, 2022 | Named Entity RecognitionNamed Entity Recognition (NER) | CodeCode Available | 0 |
| Do CoNLL-2003 Named Entity Taggers Still Work Well in 2023? | Dec 19, 2022 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| Statistical Dataset Evaluation: Reliability, Difficulty, and Validity | Dec 19, 2022 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| MANER: Mask Augmented Named Entity Recognition for Extreme Low-Resource Languages | Dec 19, 2022 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Multi hash embeddings in spaCy | Dec 19, 2022 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| Context-aware Fine-tuning of Self-supervised Speech Models | Dec 16, 2022 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Building Multilingual Corpora for a Complex Named Entity Recognition and Classification Hierarchy using Wikipedia and DBpedia | Dec 14, 2022 | ArticlesNamed Entity Recognition | —Unverified | 0 |
| Building and Evaluating Universal Named-Entity Recognition English corpus | Dec 14, 2022 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| VTCC-NLP at NL4Opt competition subtask 1: An Ensemble Pre-trained language models for Named Entity Recognition | Dec 14, 2022 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Distantly-Supervised Named Entity Recognition with Adaptive Teacher Learning and Fine-grained Student Ensemble | Dec 13, 2022 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| MORTY: Structured Summarization for Targeted Information Extraction from Scholarly Articles | Dec 11, 2022 | ArticlesManagement | —Unverified | 0 |
| SetGNER: General Named Entity Recognition as Entity Set Generation | Dec 11, 2022 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| Improving Precancerous Case Characterization via Transformer-based Ensemble Learning | Dec 10, 2022 | DiagnosticEnsemble Learning | —Unverified | 0 |
| Structured information extraction from complex scientific text with fine-tuned large language models | Dec 10, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| From Cloze to Comprehension: Retrofitting Pre-trained Masked Language Model to Pre-trained Machine Reader | Dec 9, 2022 | ClassificationExtractive Question-Answering | CodeCode Available | 0 |
| AUC Maximization for Low-Resource Named Entity Recognition | Dec 9, 2022 | Low Resource Named Entity Recognitionnamed-entity-recognition | —Unverified | 0 |
| WIDER & CLOSER: Mixture of Short-channel Distillers for Zero-shot Cross-lingual Named Entity Recognition | Dec 7, 2022 | Cross-Lingual NERDomain Adaptation | CodeCode Available | 0 |
| GNN-SL: Sequence Labeling Based on Nearest Examples via GNN | Dec 5, 2022 | Chinese Word Segmentationnamed-entity-recognition | CodeCode Available | 0 |
| Transformer-Based Named Entity Recognition for French Using Adversarial Adaptation to Similar Domain Corpora | Dec 5, 2022 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| Named Entity and Relation Extraction with Multi-Modal Retrieval | Dec 3, 2022 | Mixture-of-ExpertsMulti-modal Named Entity Recognition | —Unverified | 0 |
| Few-Shot Nested Named Entity Recognition | Dec 2, 2022 | Contrastive LearningFew-Shot Learning | —Unverified | 0 |
| Handling and extracting key entities from customer conversations using Speech recognition and Named Entity recognition | Nov 28, 2022 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| MNER-QG: An End-to-End MRC framework for Multimodal Named Entity Recognition with Query Grounding | Nov 27, 2022 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Finetuning BERT on Partially Annotated NER Corpora | Nov 25, 2022 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| L3Cube-HindBERT and DevBERT: Pre-Trained BERT Transformer models for Devanagari based Hindi and Marathi Languages | Nov 21, 2022 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Mulco: Recognizing Chinese Nested Named Entities Through Multiple Scopes | Nov 20, 2022 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| H2-Golden-Retriever: Methodology and Tool for an Evidence-Based Hydrogen Research Grantsmanship | Nov 16, 2022 | Lemmatizationnamed-entity-recognition | —Unverified | 0 |
| Prompting Language Models for Linguistic Structure | Nov 15, 2022 | ChunkingIn-Context Learning | —Unverified | 0 |
| DualNER: A Dual-Teaching framework for Zero-shot Cross-lingual Named Entity Recognition | Nov 15, 2022 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| Gradient Imitation Reinforcement Learning for General Low-Resource Information Extraction | Nov 11, 2022 | Event Extractionnamed-entity-recognition | —Unverified | 0 |
| A Study on the Integration of Pre-trained SSL, ASR, LM and SLU Models for Spoken Language Understanding | Nov 10, 2022 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Nested Named Entity Recognition from Medical Texts: An Adaptive Shared Network Architecture with Attentive CRF | Nov 9, 2022 | Medical Named Entity Recognitionnamed-entity-recognition | —Unverified | 0 |
| Active Learning with Tabular Language Models | Nov 8, 2022 | Active LearningComputational Efficiency | —Unverified | 0 |
| Reconciliation of Pre-trained Models and Prototypical Neural Networks in Few-shot Named Entity Recognition | Nov 7, 2022 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| Prompt-based Text Entailment for Low-Resource Named Entity Recognition | Nov 6, 2022 | Low Resource Named Entity Recognitionnamed-entity-recognition | —Unverified | 0 |
| BEKG: A Built Environment Knowledge Graph | Nov 5, 2022 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| Coarse-to-fine Knowledge Graph Domain Adaptation based on Distantly-supervised Iterative Training | Nov 5, 2022 | Domain AdaptationGRAPH DOMAIN ADAPTATION | —Unverified | 0 |
| Unintended Memorization and Timing Attacks in Named Entity Recognition Models | Nov 4, 2022 | Memorizationnamed-entity-recognition | —Unverified | 0 |