Deep Learning

LIVENet: A Novel Network for Real-World Low-Light Image Denoising and Enhancement WACV 2024 Living in the Moment: Can Large Language Models Grasp Co-Temporal Reasoning? ACL 2024 LL3DA: Visual Interactive Instruction Tuning for Omni-3D Understanding Reasoning and Planning CVPR 2024 LLaGA: Large Language and Graph Assistant ICML 2024 LLaMA-Based Models for Aspect-Based Sentiment Analysis ACL 2024 LLaMA-Excitor: General Instruction Tuning via Indirect Feature Interaction CVPR 2024 LlamaFactory: Unified Efficient Fine-Tuning of 100+ Language Models ACL 2024 LLaMA-MoE: Building Mixture-of-Experts from LLaMA with Continual Pre-Training EMNLP 2024 LLaMA Pro: Progressive LLaMA with Block Expansion ACL 2024 Llama SLayer 8B: Shallow Layers Hold the Key to Knowledge Injection EMNLP 2024 Llama-VITS: Enhancing TTS Synthesis with Semantic Awareness COLING 2024 Llamipa: An Incremental Discourse Parser EMNLP 2024 LLaNA: Large Language and NeRF Assistant NeurIPS 2024 LLark: A Multimodal Instruction-Following Language Model for Music ICML 2024 LLaST: Improved End-to-end Speech Translation System Leveraged by Large Language Models ACL 2024 LLaVA-UHD: an LMM Perceiving any Aspect Ratio and High-Resolution Images ECCV 2024 LLM2LLM: Boosting LLMs with Novel Iterative Data Enhancement ACL 2024 LLM4Decompile: Decompiling Binary Code with Large Language Models EMNLP 2024 LLM4SGG: Large Language Models for Weakly Supervised Scene Graph Generation CVPR 2024 LLM as a metric critic for low resource relation identification EMNLP 2024 LLM-as-a-tutor in EFL Writing Education: Focusing on Evaluation of Student-LLM Interaction EMNLP 2024 LLM as Prompter: Low-resource Inductive Reasoning on Arbitrary Knowledge Graphs ACL 2024 LLM-AutoDA: Large Language Model-Driven Automatic Data Augmentation for Long-tailed Problems NeurIPS 2024 LLM-based Code-Switched Text Generation for Grammatical Error Correction EMNLP 2024 LLM-based MT Data Creation: Dialectal to MSA Translation Shared Task COLING 2024