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News Classification

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Showing 1–50 of 72 papers

TitleStatusHype
Astock: A New Dataset and Automated Stock Trading based on Stock-specific News Analyzing ModelCode2
Tri-Learn Graph Fusion Network for Attributed Graph ClusteringCode1
KINNEWS and KIRNEWS: Benchmarking Cross-Lingual Text Classification for Kinyarwanda and KirundiCode1
N24News: A New Dataset for Multimodal News ClassificationCode1
IndicNLPSuite: Monolingual Corpora, Evaluation Benchmarks and Pre-trained Multilingual Language Models for Indian LanguagesCode1
Cross-lingual Evidence Improves Monolingual Fake News DetectionCode1
Wild-Time: A Benchmark of in-the-Wild Distribution Shift over TimeCode1
AraCOVID19-MFH: Arabic COVID-19 Multi-label Fake News and Hate Speech Detection DatasetCode1
Evaluating Various Tokenizers for Arabic Text ClassificationCode1
MasakhaNEWS: News Topic Classification for African languagesCode1
Multiverse: Multilingual Evidence for Fake News DetectionCode1
Automated Fake News Detection using cross-checking with reliable sources—0
BaIT: Barometer for Information Trustworthiness—0
CANAL -- Cyber Activity News Alerting Language Model: Empirical Approach vs. Expensive LLM—0
Climate-Eval: A Comprehensive Benchmark for NLP Tasks Related to Climate Change—0
Computing with Subjectivity Lexicons—0
Developing and Evaluating Tiny to Medium-Sized Turkish BERT Models—0
Dick-Preston and Morbo at SemEval-2019 Task 4: Transfer Learning for Hyperpartisan News Detection—0
Don't Retrain, Just Rewrite: Countering Adversarial Perturbations by Rewriting Text—0
Word Embedding Algorithms as Generalized Low Rank Models and their Canonical Form—0
A Hybrid Transformer Model for Fake News Detection: Leveraging Bayesian Optimization and Bidirectional Recurrent Unit—0
Analysis of Resource-efficient Predictive Models for Natural Language Processing—0
Analyzing ELMo and DistilBERT on Socio-political News Classification—0
Analyzing the Generalizability of Deep Contextualized Language Representations For Text Classification—0
An Empirical Assessment of the Qualitative Aspects of Misinformation in Health News—0
An Empirical Survey of Data Augmentation for Limited Data Learning in NLP—0
An Empirical Survey of Data Augmentation \ Limited Data Learning in NLP—0
An Exploration of Unreliable News Classification in Brazil and The U.S—0
Applying LLMs to Active Learning: Towards Cost-Efficient Cross-Task Text Classification without Manually Labeled Data—0
A Self-Learning Multimodal Approach for Fake News Detection—0
EthioMT: Parallel Corpus for Low-resource Ethiopian Languages—0
Fact vs. Opinion: the Role of Argumentation Features in News Classification—0
In-memory hyperdimensional computing—0
Instance-based Inductive Deep Transfer Learning by Cross-Dataset Querying with Locality Sensitive Hashing—0
Large-Scale News Classification using BERT Language Model: Spark NLP Approach—0
Leveraging Commonsense Knowledge on Classifying False News and Determining Checkworthiness of Claims—0
Lifelong Learning Natural Language Processing Approach for Multilingual Data Classification—0
LinguAlchemy: Fusing Typological and Geographical Elements for Unseen Language Generalization—0
Machine and Deep Learning Methods with Manual and Automatic Labelling for News Classification in Bangla Language—0
MiDAS: Multi-integrated Domain Adaptive Supervision for Fake News Detection—0
On Limitations of LLM as Annotator for Low Resource Languages—0
On the Usefulness of Personality Traits in Opinion-oriented Tasks—0
Potrika: Raw and Balanced Newspaper Datasets in the Bangla Language with Eight Topics and Five Attributes—0
Rethinking News Text Classification from a Timeliness Perspective under the Pre-training and Fine-tuning Paradigm—0
Synthetic News Generation for Fake News Classification—0
TCGM: An Information-Theoretic Framework for Semi-Supervised Multi-Modality Learning—0
The effect of stemming and lemmatization on Portuguese fake news text classification—0
The Role of User Profile for Fake News Detection—0
The use of Data Augmentation as a technique for improving neural network accuracy in detecting fake news about COVID-19—0
Transliteration: A Simple Technique For Improving Multilingual Language Modeling—0
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