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Token Classification

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Showing 1–50 of 99 papers

TitleStatusHype
LLMLingua-2: Data Distillation for Efficient and Faithful Task-Agnostic Prompt CompressionCode9
AutoTrain: No-code training for state-of-the-art modelsCode7
LettuceDetect: A Hallucination Detection Framework for RAG ApplicationsCode4
Beyond Next-Token: Next-X Prediction for Autoregressive Visual GenerationCode3
VNLP: Turkish NLP PackageCode2
Reading Order Matters: Information Extraction from Visually-rich Documents by Token Path PredictionCode1
Label Supervised LLaMA FinetuningCode1
From Zero to Hero: Harnessing Transformers for Biomedical Named Entity Recognition in Zero- and Few-shot ContextsCode1
Empowering the Fact-checkers! Automatic Identification of Claim Spans on TwitterCode1
Improving Radiology Report Generation Systems by Removing Hallucinated References to Non-existent PriorsCode1
General and Domain Adaptive Chinese Spelling Check with Error Consistent PretrainingCode1
BERT got a Date: Introducing Transformers to Temporal TaggingCode1
Ultrasound Video Transformers for Cardiac Ejection Fraction EstimationCode1
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
On Long-Tailed Phenomena in Neural Machine TranslationCode1
Investigating Entity Knowledge in BERT with Simple Neural End-To-End Entity LinkingCode1
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
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
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
Deep Content Understanding Toward Entity and Aspect Target Sentiment Analysis on Foundation ModelsCode0
In-Context Learning on a Budget: A Case Study in Token Classification—0
BEADs: Bias Evaluation Across Domains—0
A Framework for Leveraging Partially-Labeled Data for Product Attribute-Value Identification—0
What's Mine becomes Yours: Defining, Annotating and Detecting Context-Dependent Paraphrases in News Interview DialogsCode0
Event Extraction in Basque: Typologically motivated Cross-Lingual Transfer-Learning Analysis—0
TM-TREK at SemEval-2024 Task 8: Towards LLM-Based Automatic Boundary Detection for Human-Machine Mixed Text—0
Evaluating Shortest Edit Script Methods for Contextual LemmatizationCode0
Embedded Named Entity Recognition using Probing ClassifiersCode0
Evaluating Named Entity Recognition: A comparative analysis of mono- and multilingual transformer models on a novel Brazilian corporate earnings call transcripts datasetCode0
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