| XL3M: A Training-free Framework for LLM Length Extension Based on Segment-wise Inference | May 28, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Semantic are Beacons: A Semantic Perspective for Unveiling Parameter-Efficient Fine-Tuning in Knowledge Learning | May 28, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Automated Real-World Sustainability Data Generation from Images of Buildings | May 28, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Pipette: Automatic Fine-grained Large Language Model Training Configurator for Real-World Clusters | May 28, 2024 | GPULanguage Modeling | CodeCode Available | 0 |
| Text-only Synthesis for Image Captioning | May 28, 2024 | Image CaptioningLanguage Modelling | —Unverified | 0 |
| MindFormer: Semantic Alignment of Multi-Subject fMRI for Brain Decoding | May 28, 2024 | Brain DecodingImage Generation | —Unverified | 0 |
| Is a 3D-Tokenized LLM the Key to Reliable Autonomous Driving? | May 28, 2024 | 3D Object DetectionAutonomous Driving | —Unverified | 0 |
| Large Language Model-Driven Curriculum Design for Mobile Networks | May 28, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| ATM: Adversarial Tuning Multi-agent System Makes a Robust Retrieval-Augmented Generator | May 28, 2024 | Information RetrievalLanguage Modelling | CodeCode Available | 0 |
| Facilitating Holistic Evaluations with LLMs: Insights from Scenario-Based Experiments | May 28, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| NV-Embed: Improved Techniques for Training LLMs as Generalist Embedding Models | May 27, 2024 | Information RetrievalLanguage Modelling | —Unverified | 0 |
| The Economic Implications of Large Language Model Selection on Earnings and Return on Investment: A Decision Theoretic Model | May 27, 2024 | Decision MakingLanguage Modeling | —Unverified | 0 |
| LARM: Large Auto-Regressive Model for Long-Horizon Embodied Intelligence | May 27, 2024 | Decision MakingDescriptive | —Unverified | 0 |
| TEII: Think, Explain, Interact and Iterate with Large Language Models to Solve Cross-lingual Emotion Detection | May 27, 2024 | Few-Shot LearningLanguage Modeling | CodeCode Available | 0 |
| SelfCP: Compressing Over-Limit Prompt via the Frozen Large Language Model Itself | May 27, 2024 | DecoderIn-Context Learning | —Unverified | 0 |
| Self-Corrected Multimodal Large Language Model for End-to-End Robot Manipulation | May 27, 2024 | Instruction FollowingLanguage Modeling | —Unverified | 0 |
| A Large Language Model-based multi-agent manufacturing system for intelligent shopfloor | May 27, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Can We Trust Embodied Agents? Exploring Backdoor Attacks against Embodied LLM-based Decision-Making Systems | May 27, 2024 | Autonomous DrivingCommon Sense Reasoning | —Unverified | 0 |
| Matryoshka Multimodal Models | May 27, 2024 | Language ModellingLarge Language Model | —Unverified | 0 |
| Salutary Labeling with Zero Human Annotation | May 27, 2024 | Active LearningLanguage Modeling | —Unverified | 0 |
| Planning with Multi-Constraints via Collaborative Language Agents | May 26, 2024 | Language ModellingLarge Language Model | CodeCode Available | 0 |
| Predicting Rental Price of Lane Houses in Shanghai with Machine Learning Methods and Large Language Models | May 26, 2024 | Language ModellingLarge Language Model | —Unverified | 0 |
| DarijaBanking: A New Resource for Overcoming Language Barriers in Banking Intent Detection for Moroccan Arabic Speakers | May 26, 2024 | intent-classificationIntent Classification | CodeCode Available | 0 |
| Synthesizing Programmatic Reinforcement Learning Policies with Large Language Model Guided Search | May 26, 2024 | Common Sense ReasoningLanguage Modeling | —Unverified | 0 |
| Intruding with Words: Towards Understanding Graph Injection Attacks at the Text Level | May 26, 2024 | Language ModellingLarge Language Model | CodeCode Available | 0 |
| Chain of Tools: Large Language Model is an Automatic Multi-tool Learner | May 26, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| M-RAG: Reinforcing Large Language Model Performance through Retrieval-Augmented Generation with Multiple Partitions | May 26, 2024 | Dialogue GenerationLanguage Modeling | —Unverified | 0 |
| A transfer learning framework for weak-to-strong generalization | May 25, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Semantic Importance-Aware Communications with Semantic Correction Using Large Language Models | May 25, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Revisit, Extend, and Enhance Hessian-Free Influence Functions | May 25, 2024 | FairnessLanguage Modelling | —Unverified | 0 |
| C3LLM: Conditional Multimodal Content Generation Using Large Language Models | May 25, 2024 | Audio GenerationLanguage Modelling | —Unverified | 0 |
| Large Language Model Pruning | May 24, 2024 | HallucinationLanguage Modeling | —Unverified | 0 |
| Decoding at the Speed of Thought: Harnessing Parallel Decoding of Lexical Units for LLMs | May 24, 2024 | Code GenerationLanguage Modeling | CodeCode Available | 0 |
| GECKO: Generative Language Model for English, Code and Korean | May 24, 2024 | kmmluLanguage Modeling | —Unverified | 0 |
| Inverse-RLignment: Large Language Model Alignment from Demonstrations through Inverse Reinforcement Learning | May 24, 2024 | Decision MakingLanguage Modeling | —Unverified | 0 |
| RAEE: A Robust Retrieval-Augmented Early Exiting Framework for Efficient Inference | May 24, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| DnA-Eval: Enhancing Large Language Model Evaluation through Decomposition and Aggregation | May 24, 2024 | Language Model EvaluationLanguage Modeling | —Unverified | 0 |
| Extracting Heuristics from Large Language Models for Reward Shaping in Reinforcement Learning | May 24, 2024 | Language ModellingLarge Language Model | —Unverified | 0 |
| Large Language Model Sentinel: LLM Agent for Adversarial Purification | May 24, 2024 | Adversarial DefenseAdversarial Purification | —Unverified | 0 |
| Synergizing In-context Learning with Hints for End-to-end Task-oriented Dialog Systems | May 24, 2024 | In-Context LearningLanguage Modeling | —Unverified | 0 |
| V-Zen: Efficient GUI Understanding and Precise Grounding With A Novel Multimodal LLM | May 24, 2024 | Language ModellingLarge Language Model | CodeCode Available | 0 |
| Large Language Model (LLM) for Standard Cell Layout Design Optimization | May 24, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| PatchProt: Hydrophobic patch prediction using protein foundation models | May 24, 2024 | Language ModellingLarge Language Model | CodeCode Available | 0 |
| Exploring the use of a Large Language Model for data extraction in systematic reviews: a rapid feasibility study | May 23, 2024 | Causal InferenceLanguage Modeling | —Unverified | 0 |
| Emotion Identification for French in Written Texts: Considering their Modes of Expression as a Step Towards Text Complexity Analysis | May 23, 2024 | In-Context LearningLanguage Modeling | —Unverified | 0 |
| Visual Echoes: A Simple Unified Transformer for Audio-Visual Generation | May 23, 2024 | Audio GenerationDenoising | —Unverified | 0 |
| AlignGPT: Multi-modal Large Language Models with Adaptive Alignment Capability | May 23, 2024 | cross-modal alignmentLanguage Modelling | —Unverified | 0 |
| Aya 23: Open Weight Releases to Further Multilingual Progress | May 23, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| CityGPT: Towards Urban IoT Learning, Analysis and Interaction with Multi-Agent System | May 23, 2024 | Language ModellingLarge Language Model | —Unverified | 0 |
| Adapting Multi-modal Large Language Model to Concept Drift From Pre-training Onwards | May 22, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 0 |