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Topic Classification

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Showing 51–75 of 186 papers

TitleStatusHype
STF: Sentence Transformer Fine-Tuning For Topic Categorization With Limited Data—0
Retrieval Augmented Zero-Shot Text ClassificationCode0
Topic Classification of Case Law Using a Large Language Model and a New Taxonomy for UK Law: AI Insights into Summary JudgmentCode0
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
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
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
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
Encoding Multi-Domain Scientific Papers by Ensembling Multiple CLS TokensCode0
Benchmarking Multilabel Topic Classification in the Kyrgyz LanguageCode0
American Stories: A Large-Scale Structured Text Dataset of Historical U.S. Newspapers—0
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