DMNER: Biomedical Entity Recognition by Detection and Matching Jun 27, 2023 Boundary Detection named-entity-recognition
Code Code Available 0PAI at SemEval-2023 Task 2: A Universal System for Named Entity Recognition with External Entity Information May 10, 2023 named-entity-recognition Named Entity Recognition
Code Code Available 0PAMPO: using pattern matching and pos-tagging for effective Named Entities recognition in Portuguese Dec 30, 2016 Entity Extraction using GAN named-entity-recognition
Code Code Available 0LightNER: A Lightweight Tuning Paradigm for Low-resource NER via Pluggable Prompting Aug 31, 2021 Few-Shot Learning Language Modelling
Code Code Available 0Denoising Distantly Supervised Named Entity Recognition via a Hypergeometric Probabilistic Model Jun 17, 2021 Denoising named-entity-recognition
Code Code Available 0PanPhon: A Resource for Mapping IPA Segments to Articulatory Feature Vectors Dec 1, 2016 NER
Code Code Available 0Linguistically Informed Relation Extraction and Neural Architectures for Nested Named Entity Recognition in BioNLP-OST 2019 Oct 8, 2019 Binary Relation Extraction named-entity-recognition
Code Code Available 0LinkNER: Linking Local Named Entity Recognition Models to Large Language Models using Uncertainty Feb 16, 2024 In-Context Learning Information Retrieval
Code Code Available 0Link, Synthesize, Retrieve: Universal Document Linking for Zero-Shot Information Retrieval Oct 24, 2024 Information Retrieval named-entity-recognition
Code Code Available 0ToNER: Type-oriented Named Entity Recognition with Generative Language Model Apr 14, 2024 Binary Classification Language Modeling
Code Code Available 0BioFLAIR: Pretrained Pooled Contextualized Embeddings for Biomedical Sequence Labeling Tasks Aug 13, 2019 Medical Named Entity Recognition named-entity-recognition
Code Code Available 0AutoLLM-CARD: Towards a Description and Landscape of Large Language Models Sep 25, 2024 Knowledge Graphs named-entity-recognition
Code Code Available 0BioAug: Conditional Generation based Data Augmentation for Low-Resource Biomedical NER May 18, 2023 Data Augmentation named-entity-recognition
Code Code Available 0Better Sampling of Negatives for Distantly Supervised Named Entity Recognition May 22, 2023 named-entity-recognition Named Entity Recognition
Code Code Available 0Parameter-Efficient Tuning with Special Token Adaptation Oct 10, 2022 Natural Language Understanding NER
Code Code Available 0Translation and Fusion Improves Zero-shot Cross-lingual Information Extraction May 23, 2023 Cross-Lingual Transfer Decoder
Code Code Available 0Similarity Based Auxiliary Classifier for Named Entity Recognition Nov 1, 2019 named-entity-recognition Named Entity Recognition
Code Code Available 0Using a Frustratingly Easy Domain and Tagset Adaptation for Creating Slavic Named Entity Recognition Systems Apr 1, 2021 Domain Adaptation Miscellaneous
Code Code Available 0LLMs in Biomedicine: A study on clinical Named Entity Recognition Apr 10, 2024 few-shot-ner Few-shot NER
Code Code Available 0ToPro: Token-Level Prompt Decomposition for Cross-Lingual Sequence Labeling Tasks Jan 29, 2024 Benchmarking Cross-Lingual Transfer
Code Code Available 0Def2Vec: Extensible Word Embeddings from Dictionary Definitions Dec 16, 2023 Chunking named-entity-recognition
Code Code Available 0To token or not to token: A Comparative Study of Text Representations for Cross-Lingual Transfer Oct 12, 2023 Cross-Lingual Transfer Dependency Parsing
Code Code Available 0PCBERT: Parent and Child BERT for Chinese Few-shot NER Oct 1, 2022 Few-Shot Learning few-shot-ner
Code Code Available 0Type-supervised sequence labeling based on the heterogeneous star graph for named entity recognition Oct 19, 2022 Graph Attention named-entity-recognition
Code Code Available 0Using Chinese Glyphs for Named Entity Recognition Sep 22, 2019 named-entity-recognition Named Entity Recognition
Code Code Available 0Low-Resource Named Entity Recognition Based on Multi-hop Dependency Trigger Sep 15, 2021 Low Resource Named Entity Recognition named-entity-recognition
Code Code Available 0Simple Yet Powerful: An Overlooked Architecture for Nested Named Entity Recognition Oct 1, 2022 named-entity-recognition Named Entity Recognition
Code Code Available 0Low-Resource Sequence Labeling via Unsupervised Multilingual Contextualized Representations Oct 24, 2019 Language Modeling Language Modelling
Code Code Available 0Simplify the Usage of Lexicon in Chinese NER Aug 16, 2019 Chinese Named Entity Recognition named-entity-recognition
Code Code Available 0Why Comparing Single Performance Scores Does Not Allow to Draw Conclusions About Machine Learning Approaches Mar 26, 2018 BIG-bench Machine Learning NER
Code Code Available 0PersoNER: Persian Named-Entity Recognition Dec 1, 2016 Machine Translation named-entity-recognition
Code Code Available 0Deep Affix Features Improve Neural Named Entity Recognizers Jun 1, 2018 Feature Engineering Morphological Analysis
Code Code Available 0A Feature-Rich Vietnamese Named-Entity Recognition Model Mar 12, 2018 Chunking model
Code Code Available 0PEYMA: A Tagged Corpus for Persian Named Entities Jan 30, 2018 NER Question Answering
Code Code Available 0Single-/Multi-Source Cross-Lingual NER via Teacher-Student Learning on Unlabeled Data in Target Language Apr 26, 2020 Cross-Lingual NER Cross-Lingual Transfer
Code Code Available 0Phone-ing it in: Towards Flexible Multi-Modal Language Model Training by Phonetic Representations of Data May 1, 2022 Language Modeling Language Modelling
Code Code Available 0CWTM: Leveraging Contextualized Word Embeddings from BERT for Neural Topic Modeling May 16, 2023 Document Classification Language Modelling
Code Code Available 0Single versus Multiple Annotation for Named Entity Recognition of Mutations Jan 19, 2021 named-entity-recognition Named Entity Recognition
Code Code Available 0Data Centric Domain Adaptation for Historical Text with OCR Errors Jul 2, 2021 Cross-Domain Named Entity Recognition Domain Adaptation
Code Code Available 0P-ICL: Point In-Context Learning for Named Entity Recognition with Large Language Models May 8, 2024 In-Context Learning named-entity-recognition
Code Code Available 0Man is to Person as Woman is to Location: Measuring Gender Bias in Named Entity Recognition Oct 24, 2019 named-entity-recognition Named Entity Recognition
Code Code Available 0BERT Rediscovers the Classical NLP Pipeline May 15, 2019 Named Entity Recognition (NER) NER
Code Code Available 0Skill-LLM: Repurposing General-Purpose LLMs for Skill Extraction Oct 15, 2024 named-entity-recognition Named Entity Recognition
Code Code Available 0MasakhaNER 2.0: Africa-centric Transfer Learning for Named Entity Recognition Oct 22, 2022 Cross-Lingual Transfer named-entity-recognition
Code Code Available 0Data Augmentation for Robust Character Detection in Fantasy Novels Feb 9, 2023 Data Augmentation named-entity-recognition
Code Code Available 0A Pragmatic Guide to Geoparsing Evaluation Oct 29, 2018 named-entity-recognition Named Entity Recognition
Code Code Available 0Porous Lattice-based Transformer Encoder for Chinese NER Nov 7, 2019 Chinese Named Entity Recognition GPU
Code Code Available 0DaN+: Danish Nested Named Entities and Lexical Normalization May 24, 2021 Cross-Lingual Transfer Lexical Normalization
Code Code Available 0Crowdsourcing Learning as Domain Adaptation: A Case Study on Named Entity Recognition May 31, 2021 Domain Adaptation named-entity-recognition
Code Code Available 0SkoltechNLP at SemEval-2022 Task 8: Multilingual News Article Similarity via Exploration of News Texts to Vector Representations Jul 1, 2022 NER
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