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Deep Learning

1752 directly classified papers

Papers per year

Papers

SUA: Stealthy Multimodal Large Language Model Unlearning Attack EMNLP 2025
DeepReview: Improving LLM-based Paper Review with Human-like Deep Thinking Process ACL 2025
It’s Not a Walk in the Park! Challenges of Idiom Translation in Speech-to-text Systems ACL 2025
An Empirical Study of Iterative Refinements for Non-autoregressive Translation ACL 2025
PwnGPT: Automatic Exploit Generation Based on Large Language Models ACL 2025
SADSLyC: A Corpus for Saudi Arabian Multi-dialect Identification through Song Lyrics COLING 2025
byteSizedLLM@NLU of Devanagari Script Languages 2025: Hate Speech Detection and Target Identification Using Customized Attention BiLSTM and XLM-RoBERTa Base Embeddings COLING 2025
DataBees at SemEval-2025 Task 11: Challenges and Limitations in Multi-Label Emotion Detection SEMEVAL 2025
Bias Unveiled: Investigating Social Bias in LLM-Generated Code AAAI 2025
ExDDI: Explaining Drug-Drug Interaction Predictions with Natural Language AAAI 2025
Detecting Music Performance Errors with Transformers AAAI 2025
Neural Models for Lemmatization and POS-Tagging of Earlier and Late Egyptian (Supporting Hieroglyphic Input) and Demotic NAACL 2025
Efficiently Enhancing Long-term Series Forecasting via Ultra-long Lookback Windows AAAI 2025
InteDisUX: Intepretation-Guided Discriminative User-Centric Explanation for Time Series AAAI 2025
Spiking Point Transformer for Point Cloud Classification AAAI 2025
Affirm: Interactive Mamba with Adaptive Fourier Filters for Long-term Time Series Forecasting AAAI 2025
MCGAN: Enhancing GAN Training with Regression-Based Generator Loss AAAI 2025
On Local Overfitting and Forgetting in Deep Neural Networks AAAI 2025
Deep Representation Learning for Forecasting Recursive and Multi-Relational Events in Temporal Networks AAAI 2025
On Oversquashing in Graph Neural Networks Through the Lens of Dynamical Systems AAAI 2025
Adaptive Multi-Scale Decomposition Framework for Time Series Forecasting AAAI 2025
R-DTI: Drug Target Interaction Prediction Based on Second-Order Relevance Exploration AAAI 2025
PA3Fed: Period-Aware Adaptive Aggregation for Improved Federated Learning AAAI 2025
Efficient Training of Neural Fractional-Order Differential Equation via Adjoint Backpropagation AAAI 2025
Improving Deep Learning Speed and Performance Through Synaptic Neural Balance AAAI 2025