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Deep Learning

78,198 papers (26 classified directly here)

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Papers (including subtopics)

Language Representations Can be What Recommenders Need: Findings and Potentials ICLR 2025 Language-Specific Neurons Do Not Facilitate Cross-Lingual Transfer NAACL 2025 LangVAE and LangSpace: Building and Probing for Language Model VAEs EMNLP 2025 Laniqo at WMT25 Terminology Translation Task: A Multi-Objective Reranking Strategy for Terminology-Aware Translation via Pareto-Optimal Decoding EMNLP 2025 LANTERN: Accelerating Visual Autoregressive Models with Relaxed Speculative Decoding ICLR 2025 LapSum - One Method to Differentiate Them All: Ranking, Sorting and Top-k Selection ICML 2025 LaRender: Training-Free Occlusion Control in Image Generation via Latent Rendering ICCV 2025 Large Continual Instruction Assistant ICML 2025 Large Convolutional Model Tuning via Filter Subspace ICLR 2025 Large Displacement Motion Transfer with Unsupervised Anytime Interpolation ICML 2025 Large Images Are Gaussians: High-Quality Large Image Representation with Levels of 2D Gaussian Splatting AAAI 2025 Large Language and Reasoning Models are Shallow Disjunctive Reasoners ACL 2025 Large Language-Geometry Model: When LLM meets Equivariance ICML 2025 Large Language Model Meets Graph Neural Network in Knowledge Distillation AAAI 2025 Large Language Models are Good Relational Learners ACL 2025 Large Language Models Are Overparameterized Text Encoders NAACL 2025 Large Language Models Are Read/Write Policy-Makers for Simultaneous Generation AAAI 2025 Large Language Models as Realistic Microservice Trace Generators EMNLP 2025 Large Language Models Badly Generalize across Option Length, Problem Types, and Irrelevant Noun Replacements EMNLP 2025 Large Language Models Enhanced Personalized Graph Neural Architecture Search in Federated Learning AAAI 2025 Large Language Models for Education: Understanding the Needs of Stakeholders, Current Capabilities and the Path Forward ACL 2025 Large Language Models for Predictive Analysis: How Far Are They? ACL 2025 Large Language Models in Bioinformatics: A Survey ACL 2025 Large Language Models Meet Knowledge Graphs for Question Answering: Synthesis and Opportunities EMNLP 2025 Large Language Models Might Not Care What You Are Saying: Prompt Format Beats Descriptions EMNLP 2025