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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
VILA: Improving Structured Content Extraction from Scientific PDFs Using Visual Layout GroupsCode1
Empowering the Fact-checkers! Automatic Identification of Claim Spans on TwitterCode1
Reading Order Matters: Information Extraction from Visually-rich Documents by Token Path PredictionCode1
Ultrasound Video Transformers for Cardiac Ejection Fraction EstimationCode1
Investigating Entity Knowledge in BERT with Simple Neural End-To-End Entity LinkingCode1
WangchanBERTa: Pretraining transformer-based Thai Language ModelsCode1
NLRG at SemEval-2021 Task 5: Toxic Spans Detection Leveraging BERT-based Token Classification and Span Prediction TechniquesCode1
BERT got a Date: Introducing Transformers to Temporal TaggingCode1
From Zero to Hero: Harnessing Transformers for Biomedical Named Entity Recognition in Zero- and Few-shot ContextsCode1
On Long-Tailed Phenomena in Neural Machine TranslationCode1
Improving Radiology Report Generation Systems by Removing Hallucinated References to Non-existent PriorsCode1
Label Supervised LLaMA FinetuningCode1
General and Domain Adaptive Chinese Spelling Check with Error Consistent PretrainingCode1
The Devil Is in the Word Alignment Details: On Translation-Based Cross-Lingual Transfer for Token Classification TasksCode0
ChuLo: Chunk-Level Key Information Representation for Long Document ProcessingCode0
Leveraging Encoder-only Large Language Models for Mobile App Review Feature ExtractionCode0
Retrieval Augmented Generation using Engineering Design KnowledgeCode0
Indic-Transformers: An Analysis of Transformer Language Models for Indian LanguagesCode0
Domino at FinCausal 2020, Task 1 and 2: Causal Extraction SystemCode0
ClassBases at CASE-2022 Multilingual Protest Event Detection Tasks: Multilingual Protest News Detection and Automatically Replicating Manually Created Event DatasetsCode0
UoB at SemEval-2021 Task 5: Extending Pre-Trained Language Models to Include Task and Domain-Specific Information for Toxic Span PredictionCode0
What's Mine becomes Yours: Defining, Annotating and Detecting Context-Dependent Paraphrases in News Interview DialogsCode0
Embedded Named Entity Recognition using Probing ClassifiersCode0
YoungSheldon at SemEval-2021 Task 5: Fine-tuning Pre-trained Language Models for Toxic Spans Detection using Token classification ObjectiveCode0
Lazy-k: Decoding for Constrained Token ClassificationCode0
Entity at SemEval-2021 Task 5: Weakly Supervised Token Labelling for Toxic Spans DetectionCode0
Entity or Relation Embeddings? An Analysis of Encoding Strategies for Relation ExtractionCode0
MemeMind at ArAIEval Shared Task: Spotting Persuasive Spans in Arabic Text with Persuasion Techniques IdentificationCode0
Evaluating Named Entity Recognition: A comparative analysis of mono- and multilingual transformer models on a novel Brazilian corporate earnings call transcripts datasetCode0
Evaluating Shortest Edit Script Methods for Contextual LemmatizationCode0
NamedEntityRangers at SemEval-2022 Task 11: Transformer-based Approaches for Multilingual Complex Named Entity RecognitionCode0
Common-Knowledge Concept Recognition for SEVACode0
One For All & All For One: Bypassing Hyperparameter Tuning with Model Averaging For Cross-Lingual TransferCode0
Free Lunch: Robust Cross-Lingual Transfer via Model Checkpoint AveragingCode0
POS-tagging to highlight the skeletal structure of sentencesCode0
Counterfactual Detection meets Transfer LearningCode0
Acquiring Bidirectionality via Large and Small Language ModelsCode0
GUS-Net: Social Bias Classification in Text with Generalizations, Unfairness, and StereotypesCode0
Deep Content Understanding Toward Entity and Aspect Target Sentiment Analysis on Foundation ModelsCode0
Technical Report: Impact of Position Bias on Language Models in Token ClassificationCode0
Detecting Label Errors in Token Classification DataCode0
TACO-RL: Task Aware Prompt Compression Optimization with Reinforcement Learning—0
The MERIT Dataset: Modelling and Efficiently Rendering Interpretable Transcripts—0
Token Classification for Disambiguating Medical Abbreviations—0
Tradeoffs in Resampling and Filtering for Imbalanced Classification—0
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