Application Areas

LASS: A Novel and Economical Data Augmentation Framework Based on Language Models for Debiasing Opinion Summarization COLING 2025 LastingBench: Defend Benchmarks Against Knowledge Leakage EMNLP 2025 Last Minute at SemEval-2025 Task 5: RAG System for Subject Tagging SemEval 2025 Latent Distribution Decouple for Uncertain-Aware Multimodal Multi-label Emotion Recognition ACL 2025 Latent Drifting in Diffusion Models for Counterfactual Medical Image Synthesis CVPR 2025 Latent Imputation before Prediction: A New Computational Paradigm for De Novo Peptide Sequencing ICML 2025 Latent Score-Based Reweighting for Robust Classification on Imbalanced Tabular Data ICML 2025 Latte: Collaborative Test-Time Adaptation of Vision-Language Models in Federated Learning ICCV 2025 Latte: Transfering LLMs' Latent-level Knowledge for Few-shot Tabular Learning IJCAI 2025 LAVa: Layer-wise KV Cache Eviction with Dynamic Budget Allocation EMNLP 2025 LawInstruct: A Resource for Studying Language Model Adaptation to the Legal Domain NAACL 2025 Lawma: The Power of Specialization for Legal Annotation ICLR 2025 Layer- and Timestep-Adaptive Differentiable Token Compression Ratios for Efficient Diffusion Transformers CVPR 2025 Layer-Aware Representation Filtering: Purifying Finetuning Data to Preserve LLM Safety Alignment EMNLP 2025 Layer-Aware Task Arithmetic: Disentangling Task-Specific and Instruction-Following Knowledge EMNLP 2025 Layer-Level Self-Exposure and Patch: Affirmative Token Mitigation for Jailbreak Attack Defense NAACL 2025 Layer Swapping for Zero-Shot Cross-Lingual Transfer in Large Language Models ICLR 2025 Layer-wise Quantization for Quantized Optimistic Dual Averaging ICML 2025 Layer-wise Vision Injection with Disentangled Attention for Efficient LVLMs ICCV 2025 LayoutVLM: Differentiable Optimization of 3D Layout via Vision-Language Models CVPR 2025 LaySummX at BioLaySumm: Retrieval-Augmented Fine-Tuning for Biomedical Lay Summarization Using Abstracts and Retrieved Full-Text Context ACL 2025 LazyDiT: Lazy Learning for the Acceleration of Diffusion Transformers AAAI 2025 LBI-FL: Low-Bit Integerized Federated Learning with Temporally Dynamic Bit-Width Allocation ICML 2025 LCIRC: A Recurrent Compression Approach for Efficient Long-form Context and Query Dependent Modeling in LLMs NAACL 2025 L-Diffusion: Laplace Diffusion for Efficient Pathology Image Segmentation ICML 2025