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Token Classification

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Showing 51–99 of 99 papers

TitleStatusHype
Free Lunch: Robust Cross-Lingual Transfer via Model Checkpoint AveragingCode0
People and Places of Historical Europe: Bootstrapping Annotation Pipeline and a New Corpus of Named Entities in Late Medieval Texts—0
Transfer-Free Data-Efficient Multilingual Slot Labeling—0
Persian Typographical Error Type Detection Using Deep Neural Networks on Algorithmically-Generated Misspellings—0
Comparing Variation in Tokenizer Outputs Using a Series of Problematic and Challenging Biomedical Sentences—0
From Zero to Hero: Harnessing Transformers for Biomedical Named Entity Recognition in Zero- and Few-shot ContextsCode1
Technical Report: Impact of Position Bias on Language Models in Token ClassificationCode0
Information Extraction from Documents: Question Answering vs Token Classification in real-world setups—0
ClassBases at CASE-2022 Multilingual Protest Event Detection Tasks: Multilingual Protest News Detection and Automatically Replicating Manually Created Event DatasetsCode0
Comparison Study Between Token Classification and Sequence Classification In Text Classification—0
Empowering the Fact-checkers! Automatic Identification of Claim Spans on TwitterCode1
Short Text Pre-training with Extended Token Classification for E-commerce Query Understanding—0
Detecting Label Errors in Token Classification DataCode0
Token Classification for Disambiguating Medical Abbreviations—0
John_Snow_Labs@SMM4H’22: Social Media Mining for Health (#SMM4H) with Spark NLP—0
Improving Radiology Report Generation Systems by Removing Hallucinated References to Non-existent PriorsCode1
Tradeoffs in Resampling and Filtering for Imbalanced Classification—0
NamedEntityRangers at SemEval-2022 Task 11: Transformer-based Approaches for Multilingual Complex Named Entity RecognitionCode0
Leveraging Three Types of Embeddings from Masked Language Models in Idiom Token Classification—0
Utilizing coarse-grained data in low-data settings for event extraction—0
Region-dependent temperature scaling for certainty calibration and application to class-imbalanced token classification—0
UM6P-CS at SemEval-2022 Task 11: Enhancing Multilingual and Code-Mixed Complex Named Entity Recognition via Pseudo Labels using Multilingual Transformer—0
General and Domain Adaptive Chinese Spelling Check with Error Consistent PretrainingCode1
ECSpell^UD: Zero-shot Domain Adaptive Chinese Spelling Check with User Dictionary—0
BERT got a Date: Introducing Transformers to Temporal Tagging—0
A Bit Bayesian Facilitates Efficient Training in Token Classification—0
Sesame Street to Mount Sinai: BERT-constrained character-level Moses models for multilingual lexical normalization—0
SeqAttack: On Adversarial Attacks for Named Entity Recognition—0
UoB at SemEval-2021 Task 5: Extending Pre-Trained Language Models to Include Task and Domain-Specific Information for Toxic Span PredictionCode0
BERT got a Date: Introducing Transformers to Temporal TaggingCode1
De-identification of Unstructured Clinical Texts from Sequence to Sequence Perspective—0
YoungSheldon at SemEval-2021 Task 5: Fine-tuning Pre-trained Language Models for Toxic Spans Detection using Token classification ObjectiveCode0
GHOST at SemEval-2021 Task 5: Is explanation all you need?—0
Entity at SemEval-2021 Task 5: Weakly Supervised Token Labelling for Toxic Spans DetectionCode0
Ultrasound Video Transformers for Cardiac Ejection Fraction EstimationCode1
Data Cleaning Tools for Token Classification Tasks—0
VILA: Improving Structured Content Extraction from Scientific PDFs Using Visual Layout GroupsCode1
NLRG at SemEval-2021 Task 5: Toxic Spans Detection Leveraging BERT-based Token Classification and Span Prediction TechniquesCode1
WangchanBERTa: Pretraining transformer-based Thai Language ModelsCode1
Domino at FinCausal 2020, Task 1 and 2: Causal Extraction SystemCode0
MultiVitaminBooster at PARSEME Shared Task 2020: Combining Window- and Dependency-Based Features with Multilingual Contextualised Word Embeddings for VMWE Detection—0
Evaluating Input Representation for Language Identification in Hindi-English Code Mixed Text—0
Indic-Transformers: An Analysis of Transformer Language Models for Indian LanguagesCode0
On Long-Tailed Phenomena in Neural Machine TranslationCode1
Counterfactual Detection meets Transfer LearningCode0
Common-Knowledge Concept Recognition for SEVACode0
Investigating Entity Knowledge in BERT with Simple Neural End-To-End Entity LinkingCode1
Idiom Token Classification using Sentential Distributed Semantics—0
Combining resources for MWE-token classification—0
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