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Showing 1–50 of 186 papers

TitleStatusHype
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
GrEmLIn: A Repository of Green Baseline Embeddings for 87 Low-Resource Languages Injected with Multilingual Graph KnowledgeCode1
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
STF: Sentence Transformer Fine-Tuning For Topic Categorization With Limited Data—0
Retrieval Augmented Zero-Shot Text ClassificationCode0
Newswire: A Large-Scale Structured Database of a Century of Historical NewsCode1
Topic Classification of Case Law Using a Large Language Model and a New Taxonomy for UK Law: AI Insights into Summary JudgmentCode0
SynthesizRR: Generating Diverse Datasets with Retrieval AugmentationCode1
InsightNet: Structured Insight Mining from Customer Feedback—0
Addressing Topic Granularity and Hallucination in Large Language Models for Topic ModellingCode0
What Drives Performance in Multilingual Language Models?Code0
L3Cube-MahaNews: News-based Short Text and Long Document Classification Datasets in MarathiCode0
Forget NLI, Use a Dictionary: Zero-Shot Topic Classification for Low-Resource Languages with Application to LuxembourgishCode0
Few-Shot Cross-Lingual Transfer for Prompting Large Language Models in Low-Resource Languages—0
Zero-Shot Topic Classification of Column Headers: Leveraging LLMs for Metadata EnrichmentCode0
LexC-Gen: Generating Data for Extremely Low-Resource Languages with Large Language Models and Bilingual LexiconsCode1
Prompt-Based Bias Calibration for Better Zero/Few-Shot Learning of Language Models—0
Advancing NLP Models with Strategic Text Augmentation: A Comprehensive Study of Augmentation Methods and Curriculum Strategies—0
L3Cube-IndicNews: News-based Short Text and Long Document Classification Datasets in Indic LanguagesCode1
Iterative Mask Filling: An Effective Text Augmentation Method Using Masked Language Modeling—0
A Soft Contrastive Learning-based Prompt Model for Few-shot Sentiment Analysis—0
DRAFT: Dense Retrieval Augmented Few-shot Topic classifier FrameworkCode0
NLEBench+NorGLM: A Comprehensive Empirical Analysis and Benchmark Dataset for Generative Language Models in NorwegianCode0
How good are Large Language Models on African Languages?—0
Attention-Enhancing Backdoor Attacks Against BERT-based Models—0
Domain-Specific Language Model Post-Training for Indonesian Financial NLPCode0
In-Context Learning with Iterative Demonstration SelectionCode1
HuBERTopic: Enhancing Semantic Representation of HuBERT through Self-supervision Utilizing Topic Model—0
UPB @ ACTI: Detecting Conspiracies using fine tuned Sentence Transformers—0
Machine-assisted quantitizing designs: augmenting humanities and social sciences with artificial intelligenceCode0
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