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Token Classification

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Showing 1–25 of 99 papers

TitleStatusHype
Nested Named Entity Recognition as Single-Pass Sequence Labeling—0
The Devil Is in the Word Alignment Details: On Translation-Based Cross-Lingual Transfer for Token Classification TasksCode0
MOOSComp: Improving Lightweight Long-Context Compressor via Mitigating Over-Smoothing and Incorporating Outlier Scores—0
Robust and Fine-Grained Detection of AI Generated Texts—0
Improving Applicability of Deep Learning based Token Classification models during Training—0
Beyond Next-Token: Next-X Prediction for Autoregressive Visual GenerationCode3
LettuceDetect: A Hallucination Detection Framework for RAG ApplicationsCode4
Learning the Language of NVMe Streams for Ransomware Detection—0
GliLem: Leveraging GliNER for Contextualized Lemmatization in Estonian—0
POS-tagging to highlight the skeletal structure of sentencesCode0
Bangla Grammatical Error Detection Leveraging Transformer-based Token Classification—0
AutoTrain: No-code training for state-of-the-art modelsCode7
ChuLo: Chunk-Level Key Information Representation for Long Document ProcessingCode0
BiDoRA: Bi-level Optimization-Based Weight-Decomposed Low-Rank Adaptation—0
GUS-Net: Social Bias Classification in Text with Generalizations, Unfairness, and StereotypesCode0
Boosting the Capabilities of Compact Models in Low-Data Contexts with Large Language Models and Retrieval-Augmented Generation—0
TACO-RL: Task Aware Prompt Compression Optimization with Reinforcement Learning—0
Preserving Empirical Probabilities in BERT for Small-sample Clinical Entity Recognition—0
The MERIT Dataset: Modelling and Efficiently Rendering Interpretable Transcripts—0
Event Extraction for Portuguese: A QA-driven Approach using ACE-2005—0
Interactive DualChecker for Mitigating Hallucinations in Distilling Large Language Models—0
Acquiring Bidirectionality via Large and Small Language ModelsCode0
MemeMind at ArAIEval Shared Task: Spotting Persuasive Spans in Arabic Text with Persuasion Techniques IdentificationCode0
Leveraging Encoder-only Large Language Models for Mobile App Review Feature ExtractionCode0
Looks can be Deceptive: Distinguishing Repetition Disfluency from Reduplication—0
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