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Deep Learning

1397 directly classified papers

Papers per year

Papers

CUET_Big_O@NLU of Devanagari Script Languages 2025: Identifying Script Language and Detecting Hate Speech Using Deep Learning and Transformer Model COLING 2025
JEBS: A Fine-grained Biomedical Lexical Simplification Task ACL 2025
Mamba-Reg: Vision Mamba Also Needs Registers CVPR 2025
MExD: An Expert-Infused Diffusion Model for Whole-Slide Image Classification CVPR 2025
Transfer Learning in Financial Time Series with Gramian Angular Field (Student Abstract) AAAI 2025
Robust and Adaptive AI Models for Medication Usage Forecasting Using ICD-9/10 Code (Student Abstract) AAAI 2025
On the Tolerance of Repetition Before Performance Degradation in Kiswahili Automatic Speech Recognition ACL 2025
Uncovering the Impact of Chain-of-Thought Reasoning for Direct Preference Optimization: Lessons from Text-to-SQL ACL 2025
Evaluating Robustness of LLMs to Typographical Noise in Yorùbá QA ACL 2025
Vulnerability of LLMs to Vertically Aligned Text Manipulations ACL 2025
Don’t Score too Early! Evaluating Argument Mining Models on Incomplete Essays ACL 2025
Swahili News Classification: Performance, Challenges, and Explainability Across ML, DL, and Transformers ACL 2025
Assay2Mol: Large Language Model-based Drug Design Using BioAssay Context EMNLP 2025
Unravelling the Logic: Investigating the Generalisation of Transformers in Numerical Satisfiability Problems ACL 2025
EDAR: A pipeline for Emotion and Dialogue Act Recognition COLING 2025
Native Sparse Attention: Hardware-Aligned and Natively Trainable Sparse Attention ACL 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
Towards Harmonized Uncertainty Estimation for Large Language Models ACL 2025
Overview of the BioLaySumm 2025 Shared Task on Lay Summarization of Biomedical Research Articles and Radiology Reports ACL 2025
Overview of the ClinIQLink 2025 Shared Task on Medical Question-Answering ACL 2025
Overview of the Shared Task on Detecting AI Generated Product Reviews in Dravidian Languages: DravidianLangTech@NAACL 2025 NAACL 2025
Correcting Hallucinations in News Summaries: Exploration of Self-Correcting LLM Methods with External Knowledge ACL 2025
From Stories to Statistics: Methodological Biases in LLM-Based Narrative Flow Quantification ACL 2025
Short-circuiting Shortcuts: Mechanistic Investigation of Shortcuts in Text Classification ACL 2025
PIAD: Pose and Illumination agnostic Anomaly Detection CVPR 2025