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Transformers

9294 directly classified papers

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Papers

Random at GenAI Detection Task 3: A Hybrid Approach to Cross-Domain Detection of Machine-Generated Text with Adversarial Attack Mitigation COLING 2025
Sentiment Analysis of Sinhala News Comments Using Transformers COLING 2025
From Scarcity to Capability: Empowering Fake News Detection in Low-Resource Languages with LLMs COLING 2025
Identifying Aggression and Offensive Language in Code-Mixed Tweets: A Multi-Task Transfer Learning Approach COLING 2025
IndoNLP 2025 Shared Task: Romanized Sinhala to Sinhala Reverse Transliteration Using BERT COLING 2025
Sinhala Transliteration: A Comparative Analysis Between Rule-based and Seq2Seq Approaches COLING 2025
Low-Resource Interlinear Translation: Morphology-Enhanced Neural Models for Ancient Greek COLING 2025
BBPOS: BERT-based Part-of-Speech Tagging for Uzbek COLING 2025
Multilingual Propaganda Detection: Exploring Transformer-Based Models mBERT, XLM-RoBERTa, and mT5 COLING 2025
Bias Detection in Media: Traditional Models vs. Transformers in Analyzing Social Media Coverage of the Israeli-Gaza Conflict COLING 2025
VCRMNER: Visual Cue Refinement in Multimodal NER using CLIP Prompts COLING 2025
Emergence of symbolic abstraction heads for in-context learning in large language models COLING 2025
Cross-Lingual Document Recommendations with Transformer-Based Representations: Evaluating Multilingual Models and Mapping Techniques COLING 2025
CUFE@VarDial 2025 NorSID: Multilingual BERT for Norwegian Dialect Identification and Intent Detection COLING 2025
Team-Risers@DravidianLangTech 2025: AI-Generated Product Review Detection in Dravidian Languages Using Transformer-Based Embeddings NAACL 2025
PuerAI at SemEval-2025 Task 9: Research on Food Safety Data Classification Using ModernBERT ACL 2025
AiMNLP@DravidianLangTech 2025: Unmask It! AI-Generated Product Review Detection in Dravidian Languages NAACL 2025
byteSizedLLM@DravidianLangTech 2025: Fake News Detection in Dravidian Languages Using Transliteration-Aware XLM-RoBERTa and Attention-BiLSTM NAACL 2025
byteSizedLLM@DravidianLangTech 2025: Fake News Detection in Dravidian Languages Using Transliteration-Aware XLM-RoBERTa and Transformer Encoder-Decoder NAACL 2025
BERTastic at SemEval-2025 Task 10: State-of-the-Art Accuracy in Coarse-Grained Entity Framing for Hindi News ACL 2025
byteSizedLLM@DravidianLangTech 2025: Multimodal Misogyny Meme Detection in Low-Resource Dravidian Languages Using Transliteration-Aware XLM-RoBERTa, ResNet-50, and Attention-BiLSTM NAACL 2025
byteSizedLLM@DravidianLangTech 2025: Abusive Tamil and Malayalam Text targeting Women on Social Media Using XLM-RoBERTa and Attention-BiLSTM NAACL 2025
byteSizedLLM@DravidianLangTech 2025: Sentiment Analysis in Tamil Using Transliteration-Aware XLM-RoBERTa and Attention-BiLSTM NAACL 2025
HTU at SemEval-2025 Task 11: Divide and Conquer - Multi-Label emotion classification using 6 DziriBERTs submodels with Label-fused Iterative Mask Filling technique for low-resource data augmentation. ACL 2025
Scaling Transformer-Based Novel View Synthesis with Models Token Disentanglement and Synthetic Data ICCV 2025