An Intelligent Recommendation-cum-Reminder System Aug 9, 2021 Information Retrieval Machine Reading Comprehension
— Unverified 0An Empirical Study of UMLS Concept Extraction from Clinical Notes using Boolean Combination Ensembles Aug 4, 2021 named-entity-recognition Named Entity Recognition
— Unverified 0YNU-HPCC at SemEval-2021 Task 10: Using a Transformer-based Source-Free Domain Adaptation Model for Semantic Processing Aug 1, 2021 Domain Adaptation NER
— Unverified 0Attribute Value Generation from Product Title using Language Models Aug 1, 2021 Attribute Attribute Value Extraction
— Unverified 0A Trigger-Aware Multi-Task Learning for Chinese Event Entity Recognition Aug 1, 2021 ARC Multi-Task Learning
— Unverified 0Improving Low-Resource Named Entity Recognition via Label-Aware Data Augmentation and Curriculum Denoising Aug 1, 2021 Data Augmentation Denoising
— Unverified 0CSECU-DSG at SemEval-2021 Task 5: Leveraging Ensemble of Sequence Tagging Models for Toxic Spans Detection Aug 1, 2021 NER Toxic Spans Detection
— Unverified 0Improving Model Generalization: A Chinese Named Entity Recognition Case Study Aug 1, 2021 Benchmarking Chinese Named Entity Recognition
— Unverified 0Meta-Learning for Few-Shot Named Entity Recognition Aug 1, 2021 Language Modeling Language Modelling
— Unverified 0Subsequence Based Deep Active Learning for Named Entity Recognition Aug 1, 2021 Active Learning named-entity-recognition
— Unverified 0Modularized Interaction Network for Named Entity Recognition Aug 1, 2021 Boundary Detection named-entity-recognition
— Unverified 0TexSmart: A System for Enhanced Natural Language Understanding Aug 1, 2021 named-entity-recognition Named Entity Recognition
— Unverified 0Active Curriculum Learning Aug 1, 2021 Active Learning Informativeness
— Unverified 0SimpleNER Sentence Simplification System for GEM 2021 Aug 1, 2021 NER Sentence
— Unverified 0MulDA: A Multilingual Data Augmentation Framework for Low-Resource Cross-Lingual NER Aug 1, 2021 Cross-Lingual NER Cross-Lingual Transfer
— Unverified 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 0An automated domain-independent text reading, interpreting and extracting approach for reviewing the scientific literature Jul 30, 2021 Articles named-entity-recognition
— Unverified 0Stress Test Evaluation of Biomedical Word Embeddings Jul 24, 2021 named-entity-recognition Named Entity Recognition
Code Code Available 0Context-aware Adversarial Training for Name Regularity Bias in Named Entity Recognition Jul 24, 2021 Data Augmentation named-entity-recognition
— Unverified 0BoningKnife: Joint Entity Mention Detection and Typing for Nested NER via prior Boundary Knowledge Jul 20, 2021 named-entity-recognition Named Entity Recognition
— Unverified 0Data Centric Domain Adaptation for Historical Text with OCR Errors Jul 2, 2021 Cross-Domain Named Entity Recognition Domain Adaptation
Code Code Available 0A Comparison between Named Entity Recognition Models in the Biomedical Domain Jul 1, 2021 named-entity-recognition Named Entity Recognition
Code Code Available 0Improving Named Entity Recognition in Spoken Dialog Systems by Context and Speech Pattern Modeling Jul 1, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified 0Cross-Lingual Named Entity Recognition via FastAlign: a Case Study Jul 1, 2021 Machine Translation named-entity-recognition
— Unverified 0Cross-lingual alignments of ELMo contextual embeddings Jun 30, 2021 Dependency Parsing named-entity-recognition
— Unverified 0Analyzing Research Trends in Inorganic Materials Literature Using NLP Jun 27, 2021 named-entity-recognition Named Entity Recognition
Code Code Available 0Recognising Biomedical Names: Challenges and Solutions Jun 23, 2021 Data Augmentation NER
— Unverified 0Denoising Distantly Supervised Named Entity Recognition via a Hypergeometric Probabilistic Model Jun 17, 2021 Denoising named-entity-recognition
Code Code Available 0Can BERT Dig It? -- Named Entity Recognition for Information Retrieval in the Archaeology Domain Jun 14, 2021 Information Retrieval named-entity-recognition
— Unverified 0EPICURE Ensemble Pretrained Models for Extracting Cancer Mutations from Literature Jun 11, 2021 Data Augmentation named-entity-recognition
— Unverified 0Nested and Balanced Entity Recognition using Multi-Task Learning Jun 11, 2021 Keyphrase Extraction Multi-Task Learning
— Unverified 0Neural Text Classification and Stacked Heterogeneous Embeddings for Named Entity Recognition in SMM4H 2021 Jun 10, 2021 Classification named-entity-recognition
— Unverified 0Classification of Contract-Amendment Relationships Jun 8, 2021 Classification Management
— Unverified 0Surveillance of COVID-19 Pandemic using Social Media: A Reddit Study in North Carolina Jun 7, 2021 named-entity-recognition Named Entity Recognition
— Unverified 0BERTnesia: Investigating the capture and forgetting of knowledge in BERT Jun 5, 2021 Knowledge Base Completion Language Modeling
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 0Dutch Named Entity Recognition and De-identification Methods for the Human Resource Domain Jun 4, 2021 De-identification named-entity-recognition
— Unverified 0How to Adapt Your Pretrained Multilingual Model to 1600 Languages Jun 3, 2021 Cross-Lingual Transfer NER
— Unverified 0Exploiting Global Contextual Information for Document-level Named Entity Recognition Jun 2, 2021 named-entity-recognition Named Entity Recognition
— Unverified 0GEMNET: Effective Gated Gazetteer Representations for Recognizing Complex Entities in Low-context Input Jun 1, 2021 Mixture-of-Experts named-entity-recognition
— Unverified 0Building Low-Resource NER Models Using Non-Speaker Annotations Jun 1, 2021 Low Resource Named Entity Recognition named-entity-recognition
— Unverified 0Identifying professions & occupations in Health-related Social Media using Natural Language Processing Jun 1, 2021 Binary Classification Classification
— Unverified 0Data Cleaning Tools for Token Classification Tasks Jun 1, 2021 Classification named-entity-recognition
— Unverified 0Entity Resolution in Open-domain Conversations Jun 1, 2021 Entity Linking Entity Resolution
— Unverified 0Reinforced Iterative Knowledge Distillation for Cross-Lingual Named Entity Recognition Jun 1, 2021 Cross-Lingual NER Knowledge Distillation
— Unverified 0Multi-Grained Knowledge Distillation for Named Entity Recognition Jun 1, 2021 Knowledge Distillation named-entity-recognition
— Unverified 0An Investigation towards Differentially Private Sequence Tagging in a Federated Framework Jun 1, 2021 Federated Learning named-entity-recognition
— Unverified 0Crowdsourcing Learning as Domain Adaptation: A Case Study on Named Entity Recognition May 31, 2021 Domain Adaptation named-entity-recognition
Code Code Available 0Weighted Training for Cross-Task Learning May 28, 2021 Chunking named-entity-recognition
Code Code Available 0Neural Entity Recognition with Gazetteer based Fusion May 27, 2021 named-entity-recognition Named Entity Recognition
— Unverified 0