| Training-free Diffusion Model Alignment with Sampling Demons | Oct 8, 2024 | DenoisingImage Generation | CodeCode Available | 1 |
| Fine-Tuning CLIP's Last Visual Projector: A Few-Shot Cornucopia | Oct 7, 2024 | Domain GeneralizationLanguage Modeling | CodeCode Available | 1 |
| Large Language Model Inference Acceleration: A Comprehensive Hardware Perspective | Oct 6, 2024 | CPUGPU | CodeCode Available | 1 |
| Enriching Music Descriptions with a Finetuned-LLM and Metadata for Text-to-Music Retrieval | Oct 4, 2024 | DescriptiveLanguage Modeling | CodeCode Available | 1 |
| You Know What I'm Saying: Jailbreak Attack via Implicit Reference | Oct 4, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| ColaCare: Enhancing Electronic Health Record Modeling through Large Language Model-Driven Multi-Agent Collaboration | Oct 3, 2024 | Decision MakingLanguage Modeling | CodeCode Available | 1 |
| FastAdaSP: Multitask-Adapted Efficient Inference for Large Speech Language Model | Oct 3, 2024 | Emotion RecognitionLanguage Modeling | CodeCode Available | 1 |
| EMMA: Efficient Visual Alignment in Multi-Modal LLMs | Oct 2, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Closed-Loop Long-Horizon Robotic Planning via Equilibrium Sequence Modeling | Oct 2, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Knowledge Entropy Decay during Language Model Pretraining Hinders New Knowledge Acquisition | Oct 2, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Basis Sharing: Cross-Layer Parameter Sharing for Large Language Model Compression | Oct 2, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Locret: Enhancing Eviction in Long-Context LLM Inference with Trained Retaining Heads on Consumer-Grade Devices | Oct 2, 2024 | GPULanguage Modeling | CodeCode Available | 1 |
| RisingBALLER: A player is a token, a match is a sentence, A path towards a foundational model for football players data analytics | Oct 1, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Exploring Empty Spaces: Human-in-the-Loop Data Augmentation | Oct 1, 2024 | Data AugmentationDiversity | CodeCode Available | 1 |
| Empowering Large Language Model for Continual Video Question Answering with Collaborative Prompting | Oct 1, 2024 | Continual LearningLanguage Modeling | CodeCode Available | 1 |
| LML-DAP: Language Model Learning a Dataset for Data-Augmented Prediction | Sep 27, 2024 | ClassificationFeature Engineering | CodeCode Available | 1 |
| DualAD: Dual-Layer Planning for Reasoning in Autonomous Driving | Sep 26, 2024 | Autonomous DrivingLanguage Modeling | CodeCode Available | 1 |
| Counterfactual Token Generation in Large Language Models | Sep 25, 2024 | Bias Detectioncounterfactual | CodeCode Available | 1 |
| Vision-Language Model Fine-Tuning via Simple Parameter-Efficient Modification | Sep 25, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Training Language Models to Win Debates with Self-Play Improves Judge Accuracy | Sep 25, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| DALDA: Data Augmentation Leveraging Diffusion Model and LLM with Adaptive Guidance Scaling | Sep 25, 2024 | Data AugmentationDiversity | CodeCode Available | 1 |
| FineZip : Pushing the Limits of Large Language Models for Practical Lossless Text Compression | Sep 25, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| LlamaPartialSpoof: An LLM-Driven Fake Speech Dataset Simulating Disinformation Generation | Sep 23, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Instruction Following without Instruction Tuning | Sep 21, 2024 | Instruction FollowingLanguage Modeling | CodeCode Available | 1 |
| ShizishanGPT: An Agricultural Large Language Model Integrating Tools and Resources | Sep 20, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| DiffEditor: Enhancing Speech Editing with Semantic Enrichment and Acoustic Consistency | Sep 19, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Enhancing Perception of Key Changes in Remote Sensing Image Change Captioning | Sep 19, 2024 | Change DetectionDecoder | CodeCode Available | 1 |
| Development and bilingual evaluation of Japanese medical large language model within reasonably low computational resources | Sep 18, 2024 | GPULanguage Modeling | CodeCode Available | 1 |
| LOLA -- An Open-Source Massively Multilingual Large Language Model | Sep 17, 2024 | DiversityLanguage Modeling | CodeCode Available | 1 |
| Enhancing RL Safety with Counterfactual LLM Reasoning | Sep 16, 2024 | counterfactualLanguage Modeling | CodeCode Available | 1 |
| Causal Language Modeling Can Elicit Search and Reasoning Capabilities on Logic Puzzles | Sep 16, 2024 | Causal Language ModelingLanguage Modeling | CodeCode Available | 1 |
| Improving Spoken Language Modeling with Phoneme Classification: A Simple Fine-tuning Approach | Sep 16, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Symbolic Regression with a Learned Concept Library | Sep 14, 2024 | Evolutionary AlgorithmsLanguage Modeling | CodeCode Available | 1 |
| DomURLs_BERT: Pre-trained BERT-based Model for Malicious Domains and URLs Detection and Classification | Sep 13, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Explaining Datasets in Words: Statistical Models with Natural Language Parameters | Sep 13, 2024 | ClusteringLanguage Modeling | CodeCode Available | 1 |
| ChangeChat: An Interactive Model for Remote Sensing Change Analysis via Multimodal Instruction Tuning | Sep 13, 2024 | Change DetectionLanguage Modeling | CodeCode Available | 1 |
| AudioBERT: Audio Knowledge Augmented Language Model | Sep 12, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| WirelessAgent: Large Language Model Agents for Intelligent Wireless Networks | Sep 12, 2024 | Decision MakingLanguage Modeling | CodeCode Available | 1 |
| Ontology-Free General-Domain Knowledge Graph-to-Text Generation Dataset Synthesis using Large Language Model | Sep 11, 2024 | Data-to-Text GenerationGraph-to-Sequence | CodeCode Available | 1 |
| PiTe: Pixel-Temporal Alignment for Large Video-Language Model | Sep 11, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Salmon: A Suite for Acoustic Language Model Evaluation | Sep 11, 2024 | Language Model EvaluationLanguage Modeling | CodeCode Available | 1 |
| AbGPT: De Novo Antibody Design via Generative Language Modeling | Sep 9, 2024 | DiversityLanguage Modeling | CodeCode Available | 1 |
| Retrofitting Temporal Graph Neural Networks with Transformer | Sep 9, 2024 | Graph AttentionGraph Sampling | CodeCode Available | 1 |
| AnyMatch -- Efficient Zero-Shot Entity Matching with a Small Language Model | Sep 6, 2024 | AttributeAutoML | CodeCode Available | 1 |
| Sparse Rewards Can Self-Train Dialogue Agents | Sep 6, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| RouterRetriever: Routing over a Mixture of Expert Embedding Models | Sep 4, 2024 | Information RetrievalLanguage Modeling | CodeCode Available | 1 |
| "Yes, My LoRD." Guiding Language Model Extraction with Locality Reinforced Distillation | Sep 4, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| FuzzCoder: Byte-level Fuzzing Test via Large Language Model | Sep 3, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Towards Real-World Adverse Weather Image Restoration: Enhancing Clearness and Semantics with Vision-Language Models | Sep 3, 2024 | Image RestorationLanguage Modeling | CodeCode Available | 1 |
| Recoverable Compression: A Multimodal Vision Token Recovery Mechanism Guided by Text Information | Sep 2, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |