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Token Classification

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Showing 76–99 of 99 papers

TitleStatusHype
Ignore Me But Don't Replace Me: Utilizing Non-Linguistic Elements for Pretraining on the Cybersecurity Domain—0
Improving Applicability of Deep Learning based Token Classification models during Training—0
In-Context Learning on a Budget: A Case Study in Token Classification—0
Information Extraction from Documents: Question Answering vs Token Classification in real-world setups—0
Interactive DualChecker for Mitigating Hallucinations in Distilling Large Language Models—0
John_Snow_Labs@SMM4H’22: Social Media Mining for Health (#SMM4H) with Spark NLP—0
Learning the Language of NVMe Streams for Ransomware Detection—0
Leveraging Three Types of Embeddings from Masked Language Models in Idiom Token Classification—0
Looks can be Deceptive: Distinguishing Repetition Disfluency from Reduplication—0
MOOSComp: Improving Lightweight Long-Context Compressor via Mitigating Over-Smoothing and Incorporating Outlier Scores—0
Multimodal Document Analytics for Banking Process Automation—0
MultiVitaminBooster at PARSEME Shared Task 2020: Combining Window- and Dependency-Based Features with Multilingual Contextualised Word Embeddings for VMWE Detection—0
NBIAS: A Natural Language Processing Framework for Bias Identification in Text—0
Nested Named Entity Recognition as Single-Pass Sequence Labeling—0
People and Places of Historical Europe: Bootstrapping Annotation Pipeline and a New Corpus of Named Entities in Late Medieval Texts—0
Persian Typographical Error Type Detection Using Deep Neural Networks on Algorithmically-Generated Misspellings—0
Preserving Empirical Probabilities in BERT for Small-sample Clinical Entity Recognition—0
Instruction Fine-Tuning: Does Prompt Loss Matter?—0
Region-dependent temperature scaling for certainty calibration and application to class-imbalanced token classification—0
Revisiting Supertagging for Faster HPSG Pasing—0
Robust and Fine-Grained Detection of AI Generated Texts—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
Short Text Pre-training with Extended Token Classification for E-commerce Query Understanding—0
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