| Beyond Text-Visual Attention: Exploiting Visual Cues for Effective Token Pruning in VLMs | Dec 2, 2024 | AllLanguage Modeling | CodeCode Available | 2 |
| Self-Improvement in Language Models: The Sharpening Mechanism | Dec 2, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Improved Large Language Model Jailbreak Detection via Pretrained Embeddings | Dec 2, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| RL2: Reinforce Large Language Model to Assist Safe Reinforcement Learning for Energy Management of Active Distribution Networks | Dec 2, 2024 | energy managementIn-Context Learning | —Unverified | 0 |
| RILQ: Rank-Insensitive LoRA-based Quantization Error Compensation for Boosting 2-bit Large Language Model Accuracy | Dec 2, 2024 | Computational EfficiencyLanguage Modeling | CodeCode Available | 0 |
| Advancing Speech Language Models by Scaling Supervised Fine-Tuning with Over 60,000 Hours of Synthetic Speech Dialogue Data | Dec 2, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 3 |
| FD-LLM: Large Language Model for Fault Diagnosis of Machines | Dec 2, 2024 | Fault DetectionFault Diagnosis | —Unverified | 0 |
| Enhancing Perception Capabilities of Multimodal LLMs with Training-Free Fusion | Dec 2, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| MBA-RAG: a Bandit Approach for Adaptive Retrieval-Augmented Generation through Question Complexity | Dec 2, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| HackSynth: LLM Agent and Evaluation Framework for Autonomous Penetration Testing | Dec 2, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 3 |
| WAFFLE: Multimodal Floorplan Understanding in the Wild | Dec 1, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Free and Customizable Code Documentation with LLMs: A Fine-Tuning Approach | Dec 1, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| ARChef: An iOS-Based Augmented Reality Cooking Assistant Powered by Multimodal Gemini LLM | Dec 1, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| MusicGen-Chord: Advancing Music Generation through Chord Progressions and Interactive Web-UI | Nov 30, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| LLaMA-Gene: A General-purpose Gene Task Large Language Model Based on Instruction Fine-tuning | Nov 30, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Realistic Corner Case Generation for Autonomous Vehicles with Multimodal Large Language Model | Nov 29, 2024 | Autonomous VehiclesLanguage Modeling | —Unverified | 0 |
| MoTe: Learning Motion-Text Diffusion Model for Multiple Generation Tasks | Nov 29, 2024 | DecoderDenoising | —Unverified | 0 |
| Enhancing Sentiment Analysis in Bengali Texts: A Hybrid Approach Using Lexicon-Based Algorithm and Pretrained Language Model Bangla-BERT | Nov 29, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| KV Shifting Attention Enhances Language Modeling | Nov 29, 2024 | In-Context LearningLanguage Modeling | CodeCode Available | 2 |
| CovidLLM: A Robust Large Language Model with Missing Value Adaptation and Multi-Objective Learning Strategy for Predicting Disease Severity and Clinical Outcomes in COVID-19 Patients | Nov 28, 2024 | ImputationLanguage Modeling | CodeCode Available | 0 |
| Orthus: Autoregressive Interleaved Image-Text Generation with Modality-Specific Heads | Nov 28, 2024 | GPULanguage Modeling | —Unverified | 0 |
| VARCO-VISION: Expanding Frontiers in Korean Vision-Language Models | Nov 28, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Extracting Information in a Low-resource Setting: Case Study on Bioinformatics Workflows | Nov 28, 2024 | ArticlesLanguage Modeling | —Unverified | 0 |
| Automatic Prompt Generation and Grounding Object Detection for Zero-Shot Image Anomaly Detection | Nov 28, 2024 | Anomaly DetectionImage-text matching | —Unverified | 0 |
| Puzzle: Distillation-Based NAS for Inference-Optimized LLMs | Nov 28, 2024 | GPUKnowledge Distillation | —Unverified | 0 |