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Named Entity Recognition

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TitleStatusHype
A Multi-Task Approach for Improving Biomedical Named Entity Recognition by Incorporating Multi-Granularity informationCode0
QASR: QCRI Aljazeera Speech Resource A Large Scale Annotated Arabic Speech Corpus—0
Explicitly Capturing Relations between Entity Mentions via Graph Neural Networks for Domain-specific Named Entity RecognitionCode0
TexSmart: A System for Enhanced Natural Language Understanding—0
An automated domain-independent text reading, interpreting and extracting approach for reviewing the scientific literature—0
Stress Test Evaluation of Biomedical Word EmbeddingsCode0
Context-aware Adversarial Training for Name Regularity Bias in Named Entity Recognition—0
BoningKnife: Joint Entity Mention Detection and Typing for Nested NER via prior Boundary Knowledge—0
Are Multilingual Models the Best Choice for Moderately Under-resourced Languages? A Comprehensive Assessment for Catalan—0
Linking Health News to Research LiteratureCode0
DaCy: A Unified Framework for Danish NLP—0
PatentMiner: Patent Vacancy Mining via Context-enhanced and Knowledge-guided Graph Attention—0
MedGPT: Medical Concept Prediction from Clinical Narratives—0
Data Centric Domain Adaptation for Historical Text with OCR ErrorsCode0
Cross-Lingual Named Entity Recognition via FastAlign: a Case Study—0
Improving Named Entity Recognition in Spoken Dialog Systems by Context and Speech Pattern Modeling—0
SmarTerp: A CAI System to Support Simultaneous Interpreters in Real-Time—0
A Comparison between Named Entity Recognition Models in the Biomedical DomainCode0
Cross-lingual alignments of ELMo contextual embeddings—0
A Simple and Efficient Probabilistic Language model for Code-Mixed Text—0
Learning from Miscellaneous Other-Class Words for Few-shot Named Entity RecognitionCode0
Analyzing Research Trends in Inorganic Materials Literature Using NLPCode0
QASR: QCRI Aljazeera Speech Resource -- A Large Scale Annotated Arabic Speech Corpus—0
Where are we in semantic concept extraction for Spoken Language Understanding?—0
Clinical Named Entity Recognition using Contextualized Token Representations—0
Structured in Space, Randomized in Time: Leveraging Dropout in RNNs for Efficient Training—0
Denoising Distantly Supervised Named Entity Recognition via a Hypergeometric Probabilistic ModelCode0
Specializing Multilingual Language Models: An Empirical StudyCode0
Can BERT Dig It? -- Named Entity Recognition for Information Retrieval in the Archaeology Domain—0
EPICURE Ensemble Pretrained Models for Extracting Cancer Mutations from Literature—0
Neural Text Classification and Stacked Heterogeneous Embeddings for Named Entity Recognition in SMM4H 2021—0
CogAlign: Learning to Align Textual Neural Representations to Cognitive Language Processing SignalsCode0
Neural Supervised Domain Adaptation by Augmenting Pre-trained Models with Random Units—0
Classification of Contract-Amendment Relationships—0
Surveillance of COVID-19 Pandemic using Social Media: A Reddit Study in North Carolina—0
Dutch Named Entity Recognition and De-identification Methods for the Human Resource Domain—0
AdvPicker: Effectively Leveraging Unlabeled Data via Adversarial Discriminator for Cross-Lingual NERCode0
Exploiting Global Contextual Information for Document-level Named Entity Recognition—0
Multilingual Medical Question Answering and Information Retrieval for Rural Health Intelligence Access—0
Overview of the Sixth Social Media Mining for Health Applications (#SMM4H) Shared Tasks at NAACL 2021—0
Data Cleaning Tools for Token Classification Tasks—0
Lasige-BioTM at ProfNER: BiLSTM-CRF and contextual Spanish embeddings for Named Entity Recognition and Tweet Binary Classification—0
GEMNET: Effective Gated Gazetteer Representations for Recognizing Complex Entities in Low-context Input—0
Entity Resolution in Open-domain Conversations—0
The ProfNER shared task on automatic recognition of occupation mentions in social media: systems, evaluation, guidelines, embeddings and corpora—0
Assessing multiple word embeddings for named entity recognition of professions and occupations in health-related social media—0
Normalization and Back-Transliteration for Code-Switched Data—0
Reinforced Iterative Knowledge Distillation for Cross-Lingual Named Entity Recognition—0
BLAR: Biomedical Local Acronym Resolver—0
ULD-NUIG at Social Media Mining for Health Applications (#SMM4H) Shared Task 2021—0
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