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Showing 1–50 of 186 papers

TitleStatusHype
Prototypical Verbalizer for Prompt-based Few-shot TuningCode4
GrEmLIn: A Repository of Green Baseline Embeddings for 87 Low-Resource Languages Injected with Multilingual Graph KnowledgeCode1
Newswire: A Large-Scale Structured Database of a Century of Historical NewsCode1
SynthesizRR: Generating Diverse Datasets with Retrieval AugmentationCode1
LexC-Gen: Generating Data for Extremely Low-Resource Languages with Large Language Models and Bilingual LexiconsCode1
L3Cube-IndicNews: News-based Short Text and Long Document Classification Datasets in Indic LanguagesCode1
In-Context Learning with Iterative Demonstration SelectionCode1
SIB-200: A Simple, Inclusive, and Big Evaluation Dataset for Topic Classification in 200+ Languages and DialectsCode1
Zero-Shot Text Classification via Self-Supervised TuningCode1
MasakhaNEWS: News Topic Classification for African languagesCode1
TEMPERA: Test-Time Prompting via Reinforcement LearningCode1
Hierarchical Multi-Label Classification of Scientific DocumentsCode1
HUE: Pretrained Model and Dataset for Understanding Hanja Documents of Ancient KoreaCode1
Polyglot Prompt: Multilingual Multitask PrompTrainingCode1
Label Semantic Aware Pre-training for Few-shot Text ClassificationCode1
Adapting Pre-trained Language Models to African Languages via Multilingual Adaptive Fine-TuningCode1
MultiEURLEX - A multi-lingual and multi-label legal document classification dataset for zero-shot cross-lingual transferCode1
MultiEURLEX -- A multi-lingual and multi-label legal document classification dataset for zero-shot cross-lingual transferCode1
Mind Your Outliers! Investigating the Negative Impact of Outliers on Active Learning for Visual Question AnsweringCode1
KLUE: Korean Language Understanding EvaluationCode1
DocSCAN: Unsupervised Text Classification via Learning from NeighborsCode1
Entailment as Few-Shot LearnerCode1
Explaining NLP Models via Minimal Contrastive Editing (MiCE)Code1
Language Through a Prism: A Spectral Approach for Multiscale Language RepresentationsCode1
Revisiting LSTM Networks for Semi-Supervised Text Classification via Mixed Objective FunctionCode1
2kenize: Tying Subword Sequences for Chinese Script ConversionCode1
Hierarchical Transformers for Long Document ClassificationCode1
Cross-Lingual Adaptation using Structural Correspondence LearningCode1
On Multilingual Encoder Language Model Compression for Low-Resource Languages—0
A Multi-Task Benchmark for Abusive Language Detection in Low-Resource SettingsCode0
Low-Resource Language Processing: An OCR-Driven Summarization and Translation PipelineCode0
A thorough benchmark of automatic text classification: From traditional approaches to large language modelsCode0
Detection of Somali-written Fake News and Toxic Messages on the Social Media Using Transformer-based Language Models—0
A Statistical Theory of Contrastive Learning via Approximate Sufficient Statistics—0
Reading the unreadable: Creating a dataset of 19th century English newspapers using image-to-text language modelsCode0
Concept Navigation and Classification via Open-Source Large Language Model Processing—0
Analyzing the Effect of Linguistic Similarity on Cross-Lingual Transfer: Tasks and Experimental Setups Matter—0
Evaluating Pixel Language Models on Non-Standardized Languages—0
DISHONEST: Dissecting misInformation Spread using Homogeneous sOcial NEtworks and Semantic Topic classification—0
LLM Teacher-Student Framework for Text Classification With No Manually Annotated Data: A Case Study in IPTC News Topic ClassificationCode0
QuickCharNet: An Efficient URL Classification Framework for Enhanced Search Engine OptimizationCode0
From Measurement Instruments to Data: Leveraging Theory-Driven Synthetic Training Data for Classifying Social Constructs—0
Inference and Verbalization Functions During In-Context LearningCode0
The Large Language Model GreekLegalRoBERTa—0
Language Model-Driven Data Pruning Enables Efficient Active Learning—0
Multilingual Topic Classification in X: Dataset and Analysis—0
Optimal and efficient text counterfactuals using Graph Neural NetworksCode0
Assessing In-context Learning and Fine-tuning for Topic Classification of German Web Data—0
Automatic Classification of News Subjects in Broadcast News: Application to a Gender Bias Representation AnalysisCode0
Multi-task Prompt Words Learning for Social Media Content Generation—0
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