ChemNER: Fine-Grained Chemistry Named Entity Recognition with Ontology-Guided Distant Supervision Nov 1, 2021 named-entity-recognition Named Entity Recognition
Code Code Available 0SciAnnotate: A Tool for Integrating Weak Labeling Sources for Sequence Labeling Aug 7, 2022 Denoising named-entity-recognition
Code Code Available 0Intent Detection and Entity Extraction from BioMedical Literature Apr 4, 2024 Intent Detection named-entity-recognition
Code Code Available 0Domain-Specific Language Model Pretraining for Biomedical Natural Language Processing Jul 31, 2020 Continual Pretraining
Code Code Available 0Neural Adaptation Layers for Cross-domain Named Entity Recognition Oct 15, 2018 Cross-Domain Named Entity Recognition Domain Adaptation
Code Code Available 0Investigating OCR-Sensitive Neurons to Improve Entity Recognition in Historical Documents Sep 25, 2024 named-entity-recognition Named Entity Recognition
Code Code Available 0Neural Architectures for Nested NER through Linearization Aug 19, 2019 Hard Attention named-entity-recognition
Code Code Available 0Are Data Augmentation Methods in Named Entity Recognition Applicable for Uncertainty Estimation? Jul 2, 2024 Data Augmentation named-entity-recognition
Code Code Available 0"I've Heard of You!": Generate Spoken Named Entity Recognition Data for Unseen Entities Dec 26, 2024 Domain Adaptation Language Modeling
Code Code Available 0IXA/Cogcomp at SemEval-2023 Task 2: Context-enriched Multilingual Named Entity Recognition using Knowledge Bases Apr 20, 2023 Multilingual Named Entity Recognition named-entity-recognition
Code Code Available 0Neural Cross-Lingual Named Entity Recognition with Minimal Resources Aug 29, 2018 named-entity-recognition Named Entity Recognition
Code Code Available 0JBNU-CCLab at SemEval-2022 Task 12: Machine Reading Comprehension and Span Pair Classification for Linking Mathematical Symbols to Their Descriptions Jul 1, 2022 Joint Entity and Relation Extraction Machine Reading Comprehension
Code Code Available 0Neural Cross-Lingual Transfer and Limited Annotated Data for Named Entity Recognition in Danish Mar 5, 2020 Cross-Lingual Transfer named-entity-recognition
Code Code Available 0The Impact of Cross-Lingual Adjustment of Contextual Word Representations on Zero-Shot Transfer Apr 13, 2022 Continual Learning Cross-Lingual Transfer
Code Code Available 0Joint Automatic Speech Recognition And Structure Learning For Better Speech Understanding Jan 13, 2025 Automatic Speech Recognition intent-classification
Code Code Available 0Does Higher Order LSTM Have Better Accuracy for Segmenting and Labeling Sequence Data? Nov 22, 2017 Chunking NER
Code Code Available 0Truth Discovery in Sequence Labels from Crowds Sep 9, 2021 named-entity-recognition Named Entity Recognition
Code Code Available 0Searching for Optimal Subword Tokenization in Cross-domain NER Jun 7, 2022 Domain Adaptation NER
Code Code Available 0Sebastian, Basti, Wastl?! Recognizing Named Entities in Bavarian Dialectal Data Mar 19, 2024 Articles Dialect Identification
Code Code Available 0Neural Mention Detection Jul 29, 2019 coreference-resolution Coreference Resolution
Code Code Available 0A Privacy-Preserving Approach to Extraction of Personal Information through Automatic Annotation and Federated Learning May 19, 2021 Federated Learning NER
Code Code Available 0Tuning Multilingual Transformers for Language-Specific Named Entity Recognition Aug 1, 2019 Multilingual Named Entity Recognition named-entity-recognition
Code Code Available 0Judicious Selection of Training Data in Assisting Language for Multilingual Neural NER Jul 1, 2018 Domain Adaptation Machine Translation
Code Code Available 0Analysis of Zero-Shot Crosslingual Learning between English and Korean for Named Entity Recognition Nov 1, 2021 Articles named-entity-recognition
Code Code Available 0Neural Reranking for Named Entity Recognition Jul 17, 2017 named-entity-recognition Named Entity Recognition
Code Code Available 0The Role of Global and Local Context in Named Entity Recognition May 4, 2023 named-entity-recognition Named Entity Recognition
Code Code Available 0The Role of Natural Language Processing Tasks in Automatic Literary Character Network Construction Dec 16, 2024 coreference-resolution Coreference Resolution
Code Code Available 0NeuroNER: an easy-to-use program for named-entity recognition based on neural networks May 16, 2017 named-entity-recognition Named Entity Recognition
Code Code Available 0Do CoNLL-2003 Named Entity Taggers Still Work Well in 2023? Dec 19, 2022 named-entity-recognition Named Entity Recognition
Code Code Available 0Distantly Supervised NER with Partial Annotation Learning and Reinforcement Learning Aug 1, 2018 Chinese Named Entity Recognition named-entity-recognition
Code Code Available 0Improving the Robustness of Distantly-Supervised Named Entity Recognition via Uncertainty-Aware Teacher Learning and Student-Student Collaborative Learning Nov 14, 2023 named-entity-recognition Named Entity Recognition
Code Code Available 0CharNER: Character-Level Named Entity Recognition Dec 1, 2016 Decoder Feature Engineering
Code Code Available 0Knowledge-Augmented Language Model and its Application to Unsupervised Named-Entity Recognition Apr 9, 2019 Language Modeling Language Modelling
Code Code Available 0Distantly-Supervised Named Entity Recognition with Adaptive Teacher Learning and Fine-grained Student Ensemble Dec 13, 2022 named-entity-recognition Named Entity Recognition
Code Code Available 0NEZHA: Neural Contextualized Representation for Chinese Language Understanding Aug 31, 2019 named-entity-recognition Named Entity Recognition
Code Code Available 0CebuaNER: A New Baseline Cebuano Named Entity Recognition Model Oct 1, 2023 Articles named-entity-recognition
Code Code Available 0Selecting and Merging: Towards Adaptable and Scalable Named Entity Recognition with Large Language Models Jun 28, 2025 named-entity-recognition Named Entity Recognition
Code Code Available 0Analysis Of Contextual and Non-Contextual Word Embedding Models For Hindi NER With Web Application For Data Collection Feb 18, 2021 named-entity-recognition Named Entity Recognition
Code Code Available 0The Stem Cell Hypothesis: Dilemma behind Multi-Task Learning with Transformer Encoders Sep 14, 2021 Multi-Task Learning NER
Code Code Available 0Distantly Supervised Named Entity Recognition with Category-Oriented Confidence Calibration Nov 16, 2021 named-entity-recognition Named Entity Recognition
Code Code Available 0CAN-NER: Convolutional Attention Network for Chinese Named Entity Recognition Apr 3, 2019 Chinese Named Entity Recognition named-entity-recognition
Code Code Available 0The Structured Weighted Violations MIRA May 9, 2020 Chunking named-entity-recognition
Code Code Available 0NNVLP: A Neural Network-Based Vietnamese Language Processing Toolkit Aug 24, 2017 Chunking named-entity-recognition
Code Code Available 0NoiseBench: Benchmarking the Impact of Real Label Noise on Named Entity Recognition May 13, 2024 Benchmarking named-entity-recognition
Code Code Available 0Distantly Supervised Named Entity Recognition using Positive-Unlabeled Learning Jun 4, 2019 named-entity-recognition Named Entity Recognition
Code Code Available 0A Prism Module for Semantic Disentanglement in Name Entity Recognition Jul 1, 2019 Disentanglement named-entity-recognition
Code Code Available 0Can LLM Substitute Human Labeling? A Case Study of Fine-grained Chinese Address Entity Recognition Dataset for UAV Delivery Mar 10, 2024 NER
Code Code Available 0A Primal Dual Formulation For Deep Learning With Constraints Dec 1, 2019 Deep Learning Entity Typing
Code Code Available 0Nonet at SemEval-2023 Task 6: Methodologies for Legal Evaluation Oct 17, 2023 named-entity-recognition Named Entity Recognition
Code Code Available 0Self-Training Pre-Trained Language Models for Zero- and Few-Shot Multi-Dialectal Arabic Sequence Labeling Jan 12, 2021 Language Modelling NER
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