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Token Classification

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Showing 51–99 of 99 papers

TitleStatusHype
Ignore Me But Don't Replace Me: Utilizing Non-Linguistic Elements for Pretraining on the Cybersecurity Domain—0
Instruction Fine-Tuning: Does Prompt Loss Matter?—0
Arabic Text Diacritization In The Age Of Transfer Learning: Token Classification Is All You Need—0
Entity or Relation Embeddings? An Analysis of Encoding Strategies for Relation ExtractionCode0
Lazy-k: Decoding for Constrained Token ClassificationCode0
One For All & All For One: Bypassing Hyperparameter Tuning with Model Averaging For Cross-Lingual TransferCode0
Revisiting Supertagging for Faster HPSG Pasing—0
Detecting Spells in Fantasy Literature with a Transformer Based Artificial Intelligence—0
NBIAS: A Natural Language Processing Framework for Bias Identification in Text—0
Multimodal Document Analytics for Banking Process Automation—0
Retrieval Augmented Generation using Engineering Design KnowledgeCode0
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
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
Detecting Label Errors in Token Classification DataCode0
Short Text Pre-training with Extended Token Classification for E-commerce Query Understanding—0
Token Classification for Disambiguating Medical Abbreviations—0
John_Snow_Labs@SMM4H’22: Social Media Mining for Health (#SMM4H) with Spark NLP—0
Tradeoffs in Resampling and Filtering for Imbalanced Classification—0
Leveraging Three Types of Embeddings from Masked Language Models in Idiom Token Classification—0
NamedEntityRangers at SemEval-2022 Task 11: Transformer-based Approaches for Multilingual Complex Named Entity RecognitionCode0
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
ECSpell^UD: Zero-shot Domain Adaptive Chinese Spelling Check with User Dictionary—0
A Bit Bayesian Facilitates Efficient Training in Token Classification—0
BERT got a Date: Introducing Transformers to Temporal Tagging—0
SeqAttack: On Adversarial Attacks for Named Entity Recognition—0
Sesame Street to Mount Sinai: BERT-constrained character-level Moses models for multilingual lexical normalization—0
UoB at SemEval-2021 Task 5: Extending Pre-Trained Language Models to Include Task and Domain-Specific Information for Toxic Span PredictionCode0
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
Data Cleaning Tools for Token Classification Tasks—0
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
Counterfactual Detection meets Transfer LearningCode0
Common-Knowledge Concept Recognition for SEVACode0
Idiom Token Classification using Sentential Distributed Semantics—0
Combining resources for MWE-token classification—0
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