Exploring Robustness of Multilingual LLMs on Real-World Noisy Data Jan 14, 2025 intent-classification Intent Classification
Code Code Available 0Fine-grained Contract NER using instruction based model Jan 24, 2024 Few-Shot Learning Hallucination
Code Code Available 0Fine-grained Entity Typing without Knowledge Base Nov 1, 2021 Entity Typing named-entity-recognition
Code Code Available 0Fine-Grained Error Analysis and Fair Evaluation of Labeled Spans Jun 1, 2022 Chunking NER
Code Code Available 0Automatic Extraction of Nested Entities in Clinical Referrals in Spanish Apr 7, 2022 named-entity-recognition Named Entity Recognition
Code Code Available 0A Neural Layered Model for Nested Named Entity Recognition Jun 1, 2018 Entity Linking named-entity-recognition
Code Code Available 0SPLICE: A Singleton-Enhanced PipeLIne for Coreference REsolution Mar 25, 2024 Avg coreference-resolution
Code Code Available 0Exploring Partial Knowledge Base Inference in Biomedical Entity Linking Mar 18, 2023 Entity Disambiguation Entity Linking
Code Code Available 0ANER: Arabic and Arabizi Named Entity Recognition using Transformer-Based Approach Aug 28, 2023 Articles named-entity-recognition
Code Code Available 0Finetuning BERT on Partially Annotated NER Corpora Nov 25, 2022 named-entity-recognition Named Entity Recognition
Code Code Available 0Uncertainty-Aware Cross-Lingual Transfer with Pseudo Partial Labels Jul 1, 2022 Cross-Lingual Transfer named-entity-recognition
Code Code Available 0Towards Improving Neural Named Entity Recognition with Gazetteers Jul 1, 2019 named-entity-recognition Named Entity Recognition
Code Code Available 0R2D2: Robust Data-to-Text with Replacement Detection May 25, 2022 Data-to-Text Generation Entity Retrieval
Code Code Available 0Exploiting Multiple Embeddings for Chinese Named Entity Recognition Aug 28, 2019 Chinese Named Entity Recognition named-entity-recognition
Code Code Available 0Streamlining Social Media Information Retrieval for COVID-19 Research with Deep Learning Jun 28, 2023 Information Retrieval named-entity-recognition
Code Code Available 0Stress Test Evaluation of Biomedical Word Embeddings Jul 24, 2021 named-entity-recognition Named Entity Recognition
Code Code Available 0Multi-Grained Named Entity Recognition Jun 20, 2019 Multi-Grained Named Entity Recognition named-entity-recognition
Code Code Available 0CROP: Zero-shot Cross-lingual Named Entity Recognition with Multilingual Labeled Sequence Translation Oct 13, 2022 Cross-Lingual NER Machine Translation
Code Code Available 0A Comparative Analysis of Static Word Embeddings for Hungarian May 12, 2025 named-entity-recognition Named Entity Recognition
Code Code Available 0Explicitly Capturing Relations between Entity Mentions via Graph Neural Networks for Domain-specific Named Entity Recognition Aug 1, 2021 named-entity-recognition Named Entity Recognition
Code Code Available 0Evolution of ESG-focused DLT Research: An NLP Analysis of the Literature Aug 23, 2023 Language Modeling Language Modelling
Code Code Available 0FonMTL: Towards Multitask Learning for the Fon Language Aug 28, 2023 Language Modelling named-entity-recognition
Code Code Available 0Foreseeing the Benefits of Incidental Supervision Jun 9, 2020 Informativeness Learning Theory
Code Code Available 0Evaluation of a Sequence Tagging Tool for Biomedical Texts Oct 1, 2018 Articles named-entity-recognition
Code Code Available 0Student-Powered Digital Scholarship CoLab Project in the HKUST Library: Develop a Chinese Named-Entity Recognition (NER) Tool within One Semester from the Ground Up Mar 29, 2025 Chinese Named Entity Recognition named-entity-recognition
Code Code Available 0Automated Refugee Case Analysis: An NLP Pipeline for Supporting Legal Practitioners May 24, 2023 named-entity-recognition Named Entity Recognition
Code Code Available 0Free Lunch: Robust Cross-Lingual Transfer via Model Checkpoint Averaging May 26, 2023 Cross-Lingual Transfer Model Selection
Code Code Available 0Countering Malicious Content Moderation Evasion in Online Social Networks: Simulation and Detection of Word Camouflage Dec 27, 2022 Multilingual Named Entity Recognition named-entity-recognition
Code Code Available 0From English to Code-Switching: Transfer Learning with Strong Morphological Clues Sep 11, 2019 Language Identification Named Entity Recognition (NER)
Code Code Available 0Raw-to-End Name Entity Recognition in Social Media Aug 14, 2019 named-entity-recognition Named Entity Recognition
Code Code Available 0Towards Multi-Sense Cross-Lingual Alignment of Contextual Embeddings Mar 11, 2021 Cross-Lingual NER Cross-Lingual Word Embeddings
Code Code Available 0Substitute Based SCODE Word Embeddings in Supervised NLP Tasks Jul 25, 2014 Chunking Dependency Parsing
Code Code Available 0Evaluating Transferability of BERT Models on Uralic Languages Sep 13, 2021 Hyperparameter Optimization NER
Code Code Available 0Massively Multilingual Transfer for NER Feb 1, 2019 Cross-Lingual Transfer Few-Shot Learning
Code Code Available 0FsPONER: Few-shot Prompt Optimization for Named Entity Recognition in Domain-specific Scenarios Jul 10, 2024 Few-Shot Learning named-entity-recognition
Code Code Available 0Evaluating the Utility of Hand-crafted Features in Sequence Labelling Aug 28, 2018 named-entity-recognition Named Entity Recognition
Code Code Available 0Multilinguals at SemEval-2022 Task 11: Transformer Based Architecture for Complex NER Apr 5, 2022 NER
Code Code Available 0FuzzyBIO: A Proposal for Fuzzy Representation of Discontinuous Entities Apr 1, 2021 named-entity-recognition Named Entity Recognition
Code Code Available 0Multilinguals at SemEval-2022 Task 11: Complex NER in Semantically Ambiguous Settings for Low Resource Languages Jul 14, 2022 Language Modeling Language Modelling
Code Code Available 0Gated Task Interaction Framework for Multi-task Sequence Tagging Sep 29, 2019 Chunking Multi-Task Learning
Code Code Available 0Subword Pooling Makes a Difference Feb 22, 2021 NER POS
Code Code Available 0Subword Pooling Makes a Difference Apr 1, 2021 NER POS
Code Code Available 0Gazetteer-Enhanced Bangla Named Entity Recognition with BanglaBERT Semantic Embeddings K-Means-Infused CRF Model Jan 30, 2024 named-entity-recognition Named Entity Recognition
Code Code Available 0Cost-efficient Crowdsourcing for Span-based Sequence Labeling: Worker Selection and Data Augmentation May 11, 2023 Data Augmentation NER
Code Code Available 0GCDT: A Global Context Enhanced Deep Transition Architecture for Sequence Labeling Jun 6, 2019 Chunking Named Entity Recognition (NER)
Code Code Available 0Neural Correction Model for Open-Domain Named Entity Recognition Sep 13, 2019 Multi-Task Learning named-entity-recognition
Code Code Available 0GEMA-Score: Granular Explainable Multi-Agent Score for Radiology Report Evaluation Mar 7, 2025 Large Language Model Medical Report Generation
Code Code Available 0Contextual Label Projection for Cross-Lingual Structured Prediction Sep 16, 2023 Cross-Lingual Transfer Event Argument Extraction
Code Code Available 0Augmenting Biomedical Named Entity Recognition with General-domain Resources Jun 15, 2024 Language Modelling Multi-Task Learning
Code Code Available 0Towards Realistic Single-Task Continuous Learning Research for NER Oct 27, 2021 NER
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