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Deep Learning

1397 directly classified papers

Papers per year

Papers

Gender Bias in Nepali-English Machine Translation: A Comparison of LLMs and Existing MT Systems ACL 2025
T2R-BENCH: A Benchmark for Real World Table-to-Report Task EMNLP 2025
ActionStudio: A Lightweight Framework for Data and Training of Large Action Models EMNLP 2025
Beyond_Tech@DravidianLangTech 2025: Political Multiclass Sentiment Analysis using Machine Learning and Neural Network NAACL 2025
Unifying Streaming and Non-streaming Zipformer-based ASR ACL 2025
DART: Distilling Autoregressive Reasoning to Silent Thought EMNLP 2025
ReDepress: A Cognitive Framework for Detecting Depression Relapse from Social Media EMNLP 2025
Temporal Separation with Entropy Regularization for Knowledge Distillation in Spiking Neural Networks CVPR 2025
Theoretical Insights in Model Inversion Robustness and Conditional Entropy Maximization for Collaborative Inference Systems CVPR 2025
ARMR: Adaptively Responsive Network for Medication Recommendation IJCAI 2025
Hierarchical Adaptive Filtering Network for Text Image Specular Highlight Removal CVPR 2025
byteSizedLLM@NLU of Devanagari Script Languages 2025: Language Identification Using Customized Attention BiLSTM and XLM-RoBERTa base Embeddings COLING 2025
Uncovering the Impact of Chain-of-Thought Reasoning for Direct Preference Optimization: Lessons from Text-to-SQL ACL 2025
End-to-End Aspect-Guided Review Summarization at Scale EMNLP 2025
Fin-ExBERT: User Intent based Text Extraction in Financial Context using Graph-Augmented BERT and trainable Plugin EMNLP 2025
K/DA: Automated Data Generation Pipeline for Detoxifying Implicitly Offensive Language in Korean ACL 2025
Native Sparse Attention: Hardware-Aligned and Natively Trainable Sparse Attention ACL 2025
Towards Harmonized Uncertainty Estimation for Large Language Models ACL 2025
Almost Sure Convergence of Dropout Algorithms for Neural Networks JMLR 2025
Blind Bitstream-corrupted Video Recovery via Metadata-guided Diffusion Model CVPR 2025
JEBS: A Fine-grained Biomedical Lexical Simplification Task ACL 2025
Slamming: Training a Speech Language Model on One GPU in a Day ACL 2025
One-Dimensional Object Detection for Streaming Text Segmentation of Meeting Dialogue ACL 2025
Supervised Machine Learning based Amharic Text Complexity Classification Using Automatic Annotator Tool ACL 2025
1-800-SHARED-TASKS at the Financial Misinformation Detection Challenge Task: Sequential Learning for Claim Verification and Explanation Generation in Financial Domains COLING 2025