Tuning Multilingual Transformers for Named Entity Recognition on Slavic Languages Jan 30, 2019 Multilingual Named Entity Recognition named-entity-recognition
Code Code Available 0DISTANT-CTO: A Zero Cost, Distantly Supervised Approach to Improve Low-Resource Entity Extraction Using Clinical Trials Literature May 1, 2022 named-entity-recognition Named Entity Recognition
Code Code Available 0Label Refinement via Contrastive Learning for Distantly-Supervised Named Entity Recognition Jul 1, 2022 Contrastive Learning named-entity-recognition
Code Code Available 0DistALANER: Distantly Supervised Active Learning Augmented Named Entity Recognition in the Open Source Software Ecosystem Feb 25, 2024 Active Learning named-entity-recognition
Code Code Available 0Language-Agnostic Syllabification with Neural Sequence Labeling Sep 29, 2019 Chunking named-entity-recognition
Code Code Available 0A Boundary Offset Prediction Network for Named Entity Recognition Oct 23, 2023 named-entity-recognition Named Entity Recognition
Code Code Available 0CAE: Mechanism to Diminish the Class Imbalanced in SLU Slot Filling Task Sep 21, 2022 intent-classification Intent Classification
Code Code Available 0Breaking BERT: Understanding its Vulnerabilities for Named Entity Recognition through Adversarial Attack Sep 23, 2021 Adversarial Attack Decision Making
Code Code Available 0Large Language Models Struggle in Token-Level Clinical Named Entity Recognition Jun 30, 2024 named-entity-recognition Named Entity Recognition
Code Code Available 0TweetNERD -- End to End Entity Linking Benchmark for Tweets Oct 14, 2022 Benchmarking Entity Linking
Code Code Available 0The WEAVE Corpus: Annotating Synthetic Chemical Procedures in Patents with Chemical Named Entities Dec 1, 2020 named-entity-recognition Named Entity Recognition
Code Code Available 0One For All & All For One: Bypassing Hyperparameter Tuning with Model Averaging For Cross-Lingual Transfer Oct 16, 2023 All Cross-Lingual Transfer
Code Code Available 0One Model for All Domains: Collaborative Domain-Prefix Tuning for Cross-Domain NER Jan 25, 2023 All Named Entity Recognition (NER)
Code Code Available 0Latent Entities Extraction: How to Extract Entities that Do Not Appear in the Text? Oct 1, 2018 Multi-Task Learning named-entity-recognition
Code Code Available 0Zero-Shot Cross-Lingual NER Using Phonemic Representations for Low-Resource Languages Jun 23, 2024 Cross-Lingual NER NER
Code Code Available 0Semi-Supervised Disentangled Framework for Transferable Named Entity Recognition Dec 22, 2020 Cross-Lingual NER Domain Adaptation
Code Code Available 0TKDP: Threefold Knowledge-enriched Deep Prompt Tuning for Few-shot Named Entity Recognition Jun 6, 2023 few-shot-ner Few-shot NER
Code Code Available 0Semi-supervised Named Entity Recognition in noisy-text Dec 1, 2016 named-entity-recognition Named Entity Recognition
Code Code Available 0Semi-supervised sequence tagging with bidirectional language models Apr 29, 2017 Chunking named-entity-recognition
Code Code Available 0Boosting Cross-Lingual Transfer via Self-Learning with Uncertainty Estimation Sep 1, 2021 Cross-Lingual Transfer named-entity-recognition
Code Code Available 0On-the-Job Learning with Bayesian Decision Theory Jun 10, 2015 General Classification image-classification
Code Code Available 0A Cooperative Multi-Agent Framework for Zero-Shot Named Entity Recognition Feb 25, 2025 named-entity-recognition Named Entity Recognition
Code Code Available 0Different Tastes of Entities: Investigating Human Label Variation in Named Entity Annotations Feb 2, 2024 Key Information Extraction named-entity-recognition
Code Code Available 0Learning Named Entity Tagger using Domain-Specific Dictionary Sep 10, 2018 named-entity-recognition Named Entity Recognition
Code Code Available 0On the Use of External Data for Spoken Named Entity Recognition Dec 14, 2021 Knowledge Distillation named-entity-recognition
Code Code Available 0Sentence-Level Resampling for Named Entity Recognition Jul 1, 2022 Data Augmentation named-entity-recognition
Code Code Available 0Bonafide at LegalLens 2024 Shared Task: Using Lightweight DeBERTa Based Encoder For Legal Violation Detection and Resolution Oct 30, 2024 Entity Resolution Natural Language Inference
Code Code Available 0Sentence-to-Label Generation Framework for Multi-task Learning of Japanese Sentence Classification and Named Entity Recognition Jun 28, 2023 Multi-Task Learning named-entity-recognition
Code Code Available 0Did You Enjoy the Last Supper? An Experimental Study on Cross-Domain NER Models for the Art Domain Dec 1, 2021 Articles named-entity-recognition
Code Code Available 0Analysing The Impact Of Linguistic Features On Cross-Lingual Transfer May 12, 2021 Cross-Lingual Transfer Multilingual NLP
Code Code Available 0Learning Task-specific Representation for Novel Words in Sequence Labeling May 29, 2019 named-entity-recognition Named Entity Recognition
Code Code Available 0Sequence Labeling: A Practical Approach Aug 12, 2018 Chunking NER
Code Code Available 0BIOptimus: Pre-training an Optimal Biomedical Language Model with Curriculum Learning for Named Entity Recognition Aug 16, 2023 Language Modeling Language Modelling
Code Code Available 0Learning to Rank Context for Named Entity Recognition Using a Synthetic Dataset Oct 16, 2023 Language Modeling Language Modelling
Code Code Available 0Biomedical Named Entity Recognition at Scale Nov 12, 2020 De-identification Entity Resolution
Code Code Available 0Sequence-to-Nuggets: Nested Entity Mention Detection via Anchor-Region Networks Jun 10, 2019 Named Entity Recognition (NER) NER
Code Code Available 0A Multi-way Parallel Named Entity Annotated Corpus for English, Tamil and Sinhala Dec 3, 2024 Low Resource Neural Machine Translation Low-Resource Neural Machine Translation
Code Code Available 0Biomedical Language Models are Robust to Sub-optimal Tokenization Jun 30, 2023 Entity Linking Language Modeling
Code Code Available 0Optimizing small BERTs trained for German NER Apr 23, 2021 named-entity-recognition Named Entity Recognition
Code Code Available 0AdvPicker: Effectively Leveraging Unlabeled Data via Adversarial Discriminator for Cross-Lingual NER Jun 4, 2021 Cross-Lingual NER Machine Translation
Code Code Available 0SetGNER: General Named Entity Recognition as Entity Set Generation Dec 11, 2022 named-entity-recognition Named Entity Recognition
Code Code Available 0Overview of STEM Science as Process, Method, Material, and Data Named Entities May 24, 2022 Articles Astronomy
Code Code Available 0Less than One-shot: Named Entity Recognition via Extremely Weak Supervision Nov 6, 2023 named-entity-recognition Named Entity Recognition
Code Code Available 0Design Challenges and Misconceptions in Neural Sequence Labeling Jun 12, 2018 Chunking Misconceptions
Code Code Available 0Leverage Lexical Knowledge for Chinese Named Entity Recognition via Collaborative Graph Network Nov 1, 2019 Chinese Named Entity Recognition named-entity-recognition
Code Code Available 0Alleviating Digitization Errors in Named Entity Recognition for Historical Documents Nov 1, 2020 named-entity-recognition Named Entity Recognition
Code Code Available 0Leveraging Expert Guided Adversarial Augmentation For Improving Generalization in Named Entity Recognition Mar 21, 2022 Domain Generalization named-entity-recognition
Code Code Available 0A Little Annotation does a Lot of Good: A Study in Bootstrapping Low-resource Named Entity Recognizers Aug 23, 2019 Active Learning Cross-Lingual Transfer
Code Code Available 0Tokenization Impacts Multilingual Language Modeling: Assessing Vocabulary Allocation and Overlap Across Languages May 26, 2023 Language Modeling Language Modelling
Code Code Available 0TokenVerse: Towards Unifying Speech and NLP Tasks via Transducer-based ASR Jul 5, 2024 Action Detection Activity Detection
Code Code Available 0