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Deep Learning

1397 directly classified papers

Papers per year

Papers

AI and Climate Change Discourse: What Opinions Do Large Language Models Present? ACL 2025
Robust Table Information Extraction from Sustainability Reports: A Time-Aware Hybrid Two-Step Approach ACL 2025
CUET_Big_O@NLU of Devanagari Script Languages 2025: Identifying Script Language and Detecting Hate Speech Using Deep Learning and Transformer Model COLING 2025
The Law of Knowledge Overshadowing: Towards Understanding, Predicting, and Preventing LLM Hallucination ACL 2025
Low-resource Buryat-Russian neural machine translation ACL 2025
Gender Bias in Nepali-English Machine Translation: A Comparison of LLMs and Existing MT Systems ACL 2025
Mamba-Reg: Vision Mamba Also Needs Registers CVPR 2025
MExD: An Expert-Infused Diffusion Model for Whole-Slide Image Classification CVPR 2025
A Universal Scale-Adaptive Deformable Transformer for Image Restoration across Diverse Artifacts CVPR 2025
M3amba: Memory Mamba is All You Need for Whole Slide Image Classification CVPR 2025
T2R-BENCH: A Benchmark for Real World Table-to-Report Task EMNLP 2025
Don’t Score too Early! Evaluating Argument Mining Models on Incomplete Essays ACL 2025
TEaR: Improving LLM-based Machine Translation with Systematic Self-Refinement NAACL 2025
Lost in the Distance: Large Language Models Struggle to Capture Long-Distance Relational Knowledge NAACL 2025
DART: Distilling Autoregressive Reasoning to Silent Thought EMNLP 2025
R-TOFU: Unlearning in Large Reasoning Models EMNLP 2025
Hypothesis Generation for Materials Discovery and Design Using Goal-Driven and Constraint-Guided LLM Agents NAACL 2025
2D-DPO: Scaling Direct Preference Optimization with 2-Dimensional Supervision NAACL 2025
Swahili News Classification: Performance, Challenges, and Explainability Across ML, DL, and Transformers ACL 2025
Demystifying Synthetic Data in LLM Pre-training: A Systematic Study of Scaling Laws, Benefits, and Pitfalls EMNLP 2025
Reason to Rote: Rethinking Memorization in Reasoning EMNLP 2025
Benchmarking Large Language Models Under Data Contamination: A Survey from Static to Dynamic Evaluation EMNLP 2025
CCQA: Generating Question from Solution Can Improve Inference-Time Reasoning in SLMs EMNLP 2025
Evaluating Robustness of LLMs to Typographical Noise in Yorùbá QA ACL 2025
F2 (FutureFiction): Detection of Fake News on Futuristic Technology NAACL 2025