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Deep Learning

1397 directly classified papers

Papers per year

Papers

An LLM-Based Approach for Insight Generation in Data Analysis NAACL 2025
Does Liking Yellow Imply Driving a School Bus? Semantic Leakage in Language Models NAACL 2025
A Comprehensive Survey of Contemporary Arabic Sentiment Analysis: Methods, Challenges, and Future Directions NAACL 2025
Using Review Combination and Pseudo-Tokens for Aspect Sentiment Quad Prediction NAACL 2025
LLM-Generated Passphrases That Are Secure and Easy to Remember NAACL 2025
Large Language Models for Anomaly and Out-of-Distribution Detection: A Survey NAACL 2025
Developing a Postgraduate Program for AI in Medicine with Kern’s Six-Step Curriculum Development Approach in Singapore AAAI 2025
Robust and Adaptive AI Models for Medication Usage Forecasting Using ICD-9/10 Code (Student Abstract) AAAI 2025
Transfer Learning in Financial Time Series with Gramian Angular Field (Student Abstract) AAAI 2025
FinanceReasoning: Benchmarking Financial Numerical Reasoning More Credible, Comprehensive and Challenging ACL 2025
Vulnerability of LLMs to Vertically Aligned Text Manipulations ACL 2025
Uncovering the Impact of Chain-of-Thought Reasoning for Direct Preference Optimization: Lessons from Text-to-SQL ACL 2025
K/DA: Automated Data Generation Pipeline for Detoxifying Implicitly Offensive Language in Korean ACL 2025
Towards Harmonized Uncertainty Estimation for Large Language Models ACL 2025
Native Sparse Attention: Hardware-Aligned and Natively Trainable Sparse Attention ACL 2025
Unravelling the Logic: Investigating the Generalisation of Transformers in Numerical Satisfiability Problems ACL 2025
Unifying Streaming and Non-streaming Zipformer-based ASR ACL 2025
TableCoder: Table Extraction from Text via Reliable Code Generation ACL 2025
One-Dimensional Object Detection for Streaming Text Segmentation of Meeting Dialogue ACL 2025
Slamming: Training a Speech Language Model on One GPU in a Day ACL 2025
JEBS: A Fine-grained Biomedical Lexical Simplification Task ACL 2025
Supervised Machine Learning based Amharic Text Complexity Classification Using Automatic Annotator Tool ACL 2025
On the Tolerance of Repetition Before Performance Degradation in Kiswahili Automatic Speech Recognition ACL 2025
Command R7B Arabic: a small, enterprise-focused, multilingual, and culturally aware Arabic LLM ACL 2025
Towards Accurate Binary Spiking Neural Networks: Learning with Adaptive Gradient Modulation Mechanism AAAI 2025