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Showing 151–175 of 186 papers

TitleStatusHype
Retrieval Augmented Zero-Shot Text ClassificationCode0
A Multi-Task Benchmark for Abusive Language Detection in Low-Resource SettingsCode0
Fine-tuning Encoders for Improved Monolingual and Zero-shot Polylingual Neural Topic ModelingCode0
Inference and Verbalization Functions During In-Context LearningCode0
Low-Resource Language Processing: An OCR-Driven Summarization and Translation PipelineCode0
Zero-Shot Topic Classification of Column Headers: Leveraging LLMs for Metadata EnrichmentCode0
Leveraging QA Datasets to Improve Generative Data AugmentationCode0
A thorough benchmark of automatic text classification: From traditional approaches to large language modelsCode0
NLEBench+NorGLM: A Comprehensive Empirical Analysis and Benchmark Dataset for Generative Language Models in NorwegianCode0
Unsupervised Keyphrase Extraction via Interpretable Neural NetworksCode0
Zero-Shot Cross-Lingual Transfer in Legal Domain Using Transformer ModelsCode0
Izindaba-Tindzaba: Machine learning news categorisation for Long and Short Text for isiZulu and SiswatiCode0
n-stage Latent Dirichlet Allocation: A Novel Approach for LDACode0
Encoding Multi-Domain Scientific Papers by Ensembling Multiple CLS TokensCode0
DRAFT: Dense Retrieval Augmented Few-shot Topic classifier FrameworkCode0
Transfer Learning and Distant Supervision for Multilingual Transformer Models: A Study on African LanguagesCode0
Domain-Specific Language Model Post-Training for Indonesian Financial NLPCode0
Sequence Labeling Approach to the Task of Sentence Boundary DetectionCode0
Controlling the Interaction Between Generation and Inference in Semi-Supervised Variational Autoencoders Using Importance WeightingCode0
Leap-LSTM: Enhancing Long Short-Term Memory for Text CategorizationCode0
Topic-based Evaluation for Conversational BotsCode0
Saliency Map Verbalization: Comparing Feature Importance Representations from Model-free and Instruction-based MethodsCode0
LLM Teacher-Student Framework for Text Classification With No Manually Annotated Data: A Case Study in IPTC News Topic ClassificationCode0
An Overview of the Active Gene Annotation Corpus and the BioNLP OST 2019 AGAC Track TasksCode0
Addressing Topic Granularity and Hallucination in Large Language Models for Topic ModellingCode0
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