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Topic Classification

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Showing 51–100 of 186 papers

TitleStatusHype
Fine-tuning Encoders for Improved Monolingual and Zero-shot Polylingual Neural Topic ModelingCode0
A thorough benchmark of automatic text classification: From traditional approaches to large language modelsCode0
Forget NLI, Use a Dictionary: Zero-Shot Topic Classification for Low-Resource Languages with Application to LuxembourgishCode0
Zero-Shot Cross-Lingual Transfer in Legal Domain Using Transformer ModelsCode0
Zero-Shot Topic Classification of Column Headers: Leveraging LLMs for Metadata EnrichmentCode0
Multi-granular Legal Topic Classification on Greek LegislationCode0
FrameASt: A Framework for Second-level Agenda Setting in Parliamentary Debates through the Lense of Comparative Agenda TopicsCode0
Automatic Classification of News Subjects in Broadcast News: Application to a Gender Bias Representation AnalysisCode0
L3Cube-MahaNews: News-based Short Text and Long Document Classification Datasets in MarathiCode0
From Random to Supervised: A Novel Dropout Mechanism Integrated with Global InformationCode0
Give your Text Representation Models some Love: the Case for BasqueCode0
Saliency Map Verbalization: Comparing Feature Importance Representations from Model-free and Instruction-based MethodsCode0
ConCET: Entity-Aware Topic Classification for Open-Domain Conversational AgentsCode0
Topic-based Evaluation for Conversational BotsCode0
Topic Classification from Text Using Decision Tree, K-NN and Multinomial Naïve BayesCode0
NLEBench+NorGLM: A Comprehensive Empirical Analysis and Benchmark Dataset for Generative Language Models in NorwegianCode0
A Video Is Worth 4096 Tokens: Verbalize Videos To Understand Them In Zero ShotCode0
A Robust Cybersecurity Topic Classification ToolCode0
n-stage Latent Dirichlet Allocation: A Novel Approach for LDACode0
Active learning in annotating micro-blogs dealing with e-reputationCode0
BagBERT: BERT-based bagging-stacking for multi-topic classificationCode0
An Overview of the Active Gene Annotation Corpus and the BioNLP OST 2019 AGAC Track TasksCode0
Leap-LSTM: Enhancing Long Short-Term Memory for Text CategorizationCode0
Addressing Topic Granularity and Hallucination in Large Language Models for Topic ModellingCode0
Benchmarking Multilabel Topic Classification in the Kyrgyz LanguageCode0
Neural News Recommendation with Topic-Aware News Representation—0
NOMAD: Linguistic Resources and Tools Aimed at Policy Formulation and Validation—0
Non-Parametric Temporal Adaptation for Social Media Topic Classification—0
On- and Off-Topic Classification and Semantic Annotation of User-Generated Software Requirements—0
On Multilingual Encoder Language Model Compression for Low-Resource Languages—0
Ontology Extraction and Usage in the Scholarly Knowledge Domain—0
Prompt-Based Bias Calibration for Better Zero/Few-Shot Learning of Language Models—0
Prototypical Verbalizer for Prompt-based Few-shot Tuning—0
QBERT: Generalist Model for Processing Questions—0
Realistic Zero-Shot Cross-Lingual Transfer in Legal Topic Classification—0
Realistic Zero-Shot Cross-Lingual Transfer in Legal Topic Classification—0
Regex-augmented Domain Transfer Topic Classification based on a Pre-trained Language Model: An application in Financial Domain—0
Scalable Text and Link Analysis with Mixed-Topic Link Models—0
Semantic Frame Identification with Distributed Word Representations—0
Semi-supervised Convolutional Neural Networks for Text Categorization via Region Embedding—0
Sentence-level Privacy for Document Embeddings—0
Sentence-level Privacy for Document Embeddings—0
ShufText: A Simple Black Box Approach to Evaluate the Fragility of Text Classification Models—0
Simultaneous Identification of Tweet Purpose and Position—0
STF: Sentence Transformer Fine-Tuning For Topic Categorization With Limited Data—0
Super Characters: A Conversion from Sentiment Classification to Image Classification—0
TCBERT: A Technical Report for Chinese Topic Classification BERT—0
The Anatomy of a Modular System for Media Content Analysis—0
The Large Language Model GreekLegalRoBERTa—0
The Strength of the Weakest Supervision: Topic Classification Using Class Labels—0
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