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Token Classification

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Showing 51–99 of 99 papers

TitleStatusHype
Transfer-Free Data-Efficient Multilingual Slot Labeling—0
UM6P-CS at SemEval-2022 Task 11: Enhancing Multilingual and Code-Mixed Complex Named Entity Recognition via Pseudo Labels using Multilingual Transformer—0
Utilizing coarse-grained data in low-data settings for event extraction—0
TM-TREK at SemEval-2024 Task 8: Towards LLM-Based Automatic Boundary Detection for Human-Machine Mixed Text—0
A Bit Bayesian Facilitates Efficient Training in Token Classification—0
Arabic Text Diacritization In The Age Of Transfer Learning: Token Classification Is All You Need—0
Bangla Grammatical Error Detection Leveraging Transformer-based Token Classification—0
BEADs: Bias Evaluation Across Domains—0
BERT got a Date: Introducing Transformers to Temporal Tagging—0
BiDoRA: Bi-level Optimization-Based Weight-Decomposed Low-Rank Adaptation—0
Boosting the Capabilities of Compact Models in Low-Data Contexts with Large Language Models and Retrieval-Augmented Generation—0
Combining resources for MWE-token classification—0
Comparing Variation in Tokenizer Outputs Using a Series of Problematic and Challenging Biomedical Sentences—0
Comparison Study Between Token Classification and Sequence Classification In Text Classification—0
Data Cleaning Tools for Token Classification Tasks—0
De-identification of Unstructured Clinical Texts from Sequence to Sequence Perspective—0
Detecting Spells in Fantasy Literature with a Transformer Based Artificial Intelligence—0
ECSpell^UD: Zero-shot Domain Adaptive Chinese Spelling Check with User Dictionary—0
Evaluating Input Representation for Language Identification in Hindi-English Code Mixed Text—0
Event Extraction for Portuguese: A QA-driven Approach using ACE-2005—0
Event Extraction in Basque: Typologically motivated Cross-Lingual Transfer-Learning Analysis—0
A Framework for Leveraging Partially-Labeled Data for Product Attribute-Value Identification—0
GHOST at SemEval-2021 Task 5: Is explanation all you need?—0
GliLem: Leveraging GliNER for Contextualized Lemmatization in Estonian—0
Idiom Token Classification using Sentential Distributed Semantics—0
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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