| VIXEN: Visual Text Comparison Network for Image Difference Captioning | Feb 29, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| FlexLLM: A System for Co-Serving Large Language Model Inference and Parameter-Efficient Finetuning | Feb 29, 2024 | GPULanguage Modeling | CodeCode Available | 5 |
| ProtLLM: An Interleaved Protein-Language LLM with Protein-as-Word Pre-Training | Feb 28, 2024 | In-Context LearningLanguage Modeling | CodeCode Available | 2 |
| Chaining text-to-image and large language model: A novel approach for generating personalized e-commerce banners | Feb 28, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Learning to Deliver: a Foundation Model for the Montreal Capacitated Vehicle Routing Problem | Feb 28, 2024 | Language ModellingLarge Language Model | —Unverified | 0 |
| Grounding Language Models for Visual Entity Recognition | Feb 28, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Multi-FAct: Assessing Factuality of Multilingual LLMs using FActScore | Feb 28, 2024 | DiversityForm | CodeCode Available | 0 |
| Data Interpreter: An LLM Agent For Data Science | Feb 28, 2024 | Code GenerationLanguage Modelling | —Unverified | 0 |
| MIKO: Multimodal Intention Knowledge Distillation from Large Language Models for Social-Media Commonsense Discovery | Feb 28, 2024 | Knowledge DistillationLanguage Modeling | —Unverified | 0 |
| Prospect Personalized Recommendation on Large Language Model-based Agent Platform | Feb 28, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Characterizing Truthfulness in Large Language Model Generations with Local Intrinsic Dimension | Feb 28, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Learning to Generate Instruction Tuning Datasets for Zero-Shot Task Adaptation | Feb 28, 2024 | AttributeExtractive Question-Answering | CodeCode Available | 4 |
| A New Era in LLM Security: Exploring Security Concerns in Real-World LLM-based Systems | Feb 28, 2024 | Language ModellingLarge Language Model | —Unverified | 0 |
| CogBench: a large language model walks into a psychology lab | Feb 28, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Datasets for Large Language Models: A Comprehensive Survey | Feb 28, 2024 | Language ModellingLarge Language Model | CodeCode Available | 5 |
| Random Silicon Sampling: Simulating Human Sub-Population Opinion Using a Large Language Model Based on Group-Level Demographic Information | Feb 28, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Tower: An Open Multilingual Large Language Model for Translation-Related Tasks | Feb 27, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 4 |
| MATHSENSEI: A Tool-Augmented Large Language Model for Mathematical Reasoning | Feb 27, 2024 | 8kLanguage Modeling | CodeCode Available | 0 |
| TruthX: Alleviating Hallucinations by Editing Large Language Models in Truthful Space | Feb 27, 2024 | Contrastive LearningHallucination | CodeCode Available | 2 |
| Prediction-Powered Ranking of Large Language Models | Feb 27, 2024 | ChatbotLanguage Modelling | CodeCode Available | 0 |
| BASES: Large-scale Web Search User Simulation with Large Language Model based Agents | Feb 27, 2024 | Information RetrievalLanguage Modeling | —Unverified | 0 |
| SongComposer: A Large Language Model for Lyric and Melody Generation in Song Composition | Feb 27, 2024 | Instruction FollowingLanguage Modeling | CodeCode Available | 3 |
| ShapeLLM: Universal 3D Object Understanding for Embodied Interaction | Feb 27, 2024 | 3D geometry3D Object Captioning | CodeCode Available | 3 |
| A Neural Rewriting System to Solve Algorithmic Problems | Feb 27, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| CARZero: Cross-Attention Alignment for Radiology Zero-Shot Classification | Feb 27, 2024 | ClassificationDiagnostic | CodeCode Available | 2 |
| Large Language Model for Participatory Urban Planning | Feb 27, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Read and Think: An Efficient Step-wise Multimodal Language Model for Document Understanding and Reasoning | Feb 26, 2024 | Data Augmentationdocument understanding | —Unverified | 0 |
| Retrieval Augmented Generation Systems: Automatic Dataset Creation, Evaluation and Boolean Agent Setup | Feb 26, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| LLM-Assisted Multi-Teacher Continual Learning for Visual Question Answering in Robotic Surgery | Feb 26, 2024 | Continual LearningExemplar-Free | CodeCode Available | 0 |
| OncoGPT: A Medical Conversational Model Tailored with Oncology Domain Expertise on a Large Language Model Meta-AI (LLaMA) | Feb 26, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Cross-Modal Projection in Multimodal LLMs Doesn't Really Project Visual Attributes to Textual Space | Feb 26, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| RepoAgent: An LLM-Powered Open-Source Framework for Repository-level Code Documentation Generation | Feb 26, 2024 | Code Documentation GenerationCode Generation | CodeCode Available | 4 |
| LLM Inference Unveiled: Survey and Roofline Model Insights | Feb 26, 2024 | Knowledge DistillationLanguage Modelling | CodeCode Available | 4 |
| MoZIP: A Multilingual Benchmark to Evaluate Large Language Models in Intellectual Property | Feb 26, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Bootstrapping Cognitive Agents with a Large Language Model | Feb 25, 2024 | General KnowledgeLanguage Modeling | —Unverified | 0 |
| Debug like a Human: A Large Language Model Debugger via Verifying Runtime Execution Step-by-step | Feb 25, 2024 | Code GenerationHumanEval | CodeCode Available | 4 |
| NeSy is alive and well: A LLM-driven symbolic approach for better code comment data generation and classification | Feb 25, 2024 | ClassificationData Augmentation | CodeCode Available | 0 |
| ASETF: A Novel Method for Jailbreak Attack on LLMs through Translate Suffix Embeddings | Feb 25, 2024 | Language ModellingLarge Language Model | —Unverified | 0 |
| Text Understanding and Generation Using Transformer Models for Intelligent E-commerce Recommendations | Feb 25, 2024 | Language ModellingLarge Language Model | —Unverified | 0 |
| Enhancing Cloud-Based Large Language Model Processing with Elasticsearch and Transformer Models | Feb 24, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Enhanced User Interaction in Operating Systems through Machine Learning Language Models | Feb 24, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Foot In The Door: Understanding Large Language Model Jailbreaking via Cognitive Psychology | Feb 24, 2024 | Decision MakingLanguage Modeling | —Unverified | 0 |
| TV-SAM: Increasing Zero-Shot Segmentation Performance on Multimodal Medical Images Using GPT-4 Generated Descriptive Prompts Without Human Annotation | Feb 24, 2024 | DescriptiveLanguage Modeling | CodeCode Available | 1 |
| HD-Eval: Aligning Large Language Model Evaluators Through Hierarchical Criteria Decomposition | Feb 24, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| PRP: Propagating Universal Perturbations to Attack Large Language Model Guard-Rails | Feb 24, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Empowering Large Language Model Agents through Action Learning | Feb 24, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Self-Retrieval: End-to-End Information Retrieval with One Large Language Model | Feb 23, 2024 | Information RetrievalLanguage Modeling | CodeCode Available | 1 |
| MegaScale: Scaling Large Language Model Training to More Than 10,000 GPUs | Feb 23, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 5 |
| Fine-Grained Self-Endorsement Improves Factuality and Reasoning | Feb 23, 2024 | GSM8KLanguage Modeling | —Unverified | 0 |
| PREDILECT: Preferences Delineated with Zero-Shot Language-based Reasoning in Reinforcement Learning | Feb 23, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |