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Topic Classification

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Showing 51–100 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
MetRoBERTa: Leveraging Traditional Customer Relationship Management Data to Develop a Transit-Topic-Aware Language Model—0
vONTSS: vMF based semi-supervised neural topic modeling with optimal transport—0
Towards Open-Domain Topic Classification—0
Multilingual Few-Shot Learning via Language Model Retrieval—0
Monolingual and Cross-Lingual Knowledge Transfer for Topic Classification—0
Izindaba-Tindzaba: Machine learning news categorisation for Long and Short Text for isiZulu and SiswatiCode0
Leveraging Large Language Models for Topic Classification in the Domain of Public Affairs—0
Efficient Document Embeddings via Self-Contrastive Bregman Divergence Learning—0
Regex-augmented Domain Transfer Topic Classification based on a Pre-trained Language Model: An application in Financial Domain—0
A Video Is Worth 4096 Tokens: Verbalize Videos To Understand Them In Zero ShotCode0
Quantifying the Dissimilarity of TextsCode0
Deep Learning for Opinion Mining and Topic Classification of Course Reviews—0
When Crowd Meets Persona: Creating a Large-Scale Open-Domain Persona Dialogue Corpus—0
Topic Segmentation Model Focusing on Local Context—0
QBERT: Generalist Model for Processing Questions—0
TCBERT: A Technical Report for Chinese Topic Classification BERT—0
CCPrefix: Counterfactual Contrastive Prefix-Tuning for Many-Class Classification—0
Conformal Predictor for Improving Zero-shot Text Classification Efficiency—0
Saliency Map Verbalization: Comparing Feature Importance Representations from Model-free and Instruction-based MethodsCode0
Twitter Topic Classification—0
Non-Parametric Temporal Adaptation for Social Media Topic Classification—0
CTM - A Model for Large-Scale Multi-View Tweet Topic Classification—0
Realistic Zero-Shot Cross-Lingual Transfer in Legal Topic Classification—0
Near-Term Advances in Quantum Natural Language Processing—0
FrameASt: A Framework for Second-level Agenda Setting in Parliamentary Debates through the Lense of Comparative Agenda TopicsCode0
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