| MuLan: Multimodal-LLM Agent for Progressive and Interactive Multi-Object Diffusion | Feb 20, 2024 | AttributeLanguage Modeling | CodeCode Available | 1 |
| TRAP: Targeted Random Adversarial Prompt Honeypot for Black-Box Identification | Feb 20, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Soft Self-Consistency Improves Language Model Agents | Feb 20, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Large Language Model-based Human-Agent Collaboration for Complex Task Solving | Feb 20, 2024 | Human Agent CollaborationLanguage Modeling | CodeCode Available | 1 |
| A Simple but Effective Approach to Improve Structured Language Model Output for Information Extraction | Feb 20, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Text-Guided Molecule Generation with Diffusion Language Model | Feb 20, 2024 | Drug DiscoveryLanguage Modeling | CodeCode Available | 1 |
| ArabicMMLU: Assessing Massive Multitask Language Understanding in Arabic | Feb 20, 2024 | ArabicMMLULanguage Model Evaluation | CodeCode Available | 1 |
| Heterogeneous Graph Reasoning for Fact Checking over Texts and Tables | Feb 20, 2024 | Fact CheckingGraph Neural Network | CodeCode Available | 1 |
| Your Vision-Language Model Itself Is a Strong Filter: Towards High-Quality Instruction Tuning with Data Selection | Feb 19, 2024 | Instruction FollowingLanguage Modeling | CodeCode Available | 1 |
| Compress to Impress: Unleashing the Potential of Compressive Memory in Real-World Long-Term Conversations | Feb 19, 2024 | ChatbotLanguage Modeling | CodeCode Available | 1 |
| Emulated Disalignment: Safety Alignment for Large Language Models May Backfire! | Feb 19, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| CodeArt: Better Code Models by Attention Regularization When Symbols Are Lacking | Feb 19, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| LEMMA: Towards LVLM-Enhanced Multimodal Misinformation Detection with External Knowledge Augmentation | Feb 19, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Generation Meets Verification: Accelerating Large Language Model Inference with Smart Parallel Auto-Correct Decoding | Feb 19, 2024 | HumanEvalLanguage Modeling | CodeCode Available | 1 |
| PreAct: Prediction Enhances Agent's Planning Ability | Feb 18, 2024 | DiversityLanguage Modeling | CodeCode Available | 1 |
| Benchmarking Knowledge Boundary for Large Language Models: A Different Perspective on Model Evaluation | Feb 18, 2024 | BenchmarkingLanguage Modeling | CodeCode Available | 1 |
| LEIA: Facilitating Cross-lingual Knowledge Transfer in Language Models with Entity-based Data Augmentation | Feb 18, 2024 | Cross-Lingual TransferData Augmentation | CodeCode Available | 1 |
| Integrating Pre-Trained Language Model with Physical Layer Communications | Feb 18, 2024 | DecoderLanguage Modeling | CodeCode Available | 1 |
| Stealthy Attack on Large Language Model based Recommendation | Feb 18, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Offline Training of Language Model Agents with Functions as Learnable Weights | Feb 17, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Controlled Text Generation for Large Language Model with Dynamic Attribute Graphs | Feb 17, 2024 | AttributeLanguage Modeling | CodeCode Available | 1 |
| ZeroG: Investigating Cross-dataset Zero-shot Transferability in Graphs | Feb 17, 2024 | Graph LearningLanguage Modeling | CodeCode Available | 1 |
| LaCo: Large Language Model Pruning via Layer Collapse | Feb 17, 2024 | Knowledge DistillationLanguage Modeling | CodeCode Available | 1 |
| Multi-modal Preference Alignment Remedies Degradation of Visual Instruction Tuning on Language Models | Feb 16, 2024 | DiversityInstruction Following | CodeCode Available | 1 |
| Fast Vocabulary Transfer for Language Model Compression | Feb 15, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Switch EMA: A Free Lunch for Better Flatness and Sharpness | Feb 14, 2024 | Attributeimage-classification | CodeCode Available | 1 |
| Measuring and Controlling Instruction (In)Stability in Language Model Dialogs | Feb 13, 2024 | ChatbotLanguage Modeling | CodeCode Available | 1 |
| A RAG-Based Multi-Agent LLM System for Natural Hazard Resilience and Adaptation | Feb 12, 2024 | Decision MakingLanguage Modeling | CodeCode Available | 1 |
| BreakGPT: A Large Language Model with Multi-stage Structure for Financial Breakout Detection | Feb 12, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| HyperBERT: Mixing Hypergraph-Aware Layers with Language Models for Node Classification on Text-Attributed Hypergraphs | Feb 11, 2024 | Inductive BiasLanguage Modeling | CodeCode Available | 1 |
| Open-ended VQA benchmarking of Vision-Language models by exploiting Classification datasets and their semantic hierarchy | Feb 11, 2024 | Language ModelingOpen Vocabulary Attribute Detection | CodeCode Available | 1 |
| ChemLLM: A Chemical Large Language Model | Feb 10, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Entropy-Regularized Token-Level Policy Optimization for Language Agent Reinforcement | Feb 9, 2024 | Code GenerationDecision Making | CodeCode Available | 1 |
| Understanding the Weakness of Large Language Model Agents within a Complex Android Environment | Feb 9, 2024 | Date UnderstandingLanguage Modeling | CodeCode Available | 1 |
| Aya Dataset: An Open-Access Collection for Multilingual Instruction Tuning | Feb 9, 2024 | Instruction FollowingLanguage Modeling | CodeCode Available | 1 |
| ApiQ: Finetuning of 2-Bit Quantized Large Language Model | Feb 7, 2024 | GPULanguage Modeling | CodeCode Available | 1 |
| CodeIt: Self-Improving Language Models with Prioritized Hindsight Replay | Feb 7, 2024 | ARCData Augmentation | CodeCode Available | 1 |
| Structure-Informed Protein Language Model | Feb 7, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Personalized Language Modeling from Personalized Human Feedback | Feb 6, 2024 | Instruction FollowingLanguage Modeling | CodeCode Available | 1 |
| Large Language Model Distilling Medication Recommendation Model | Feb 5, 2024 | Knowledge DistillationLanguage Modeling | CodeCode Available | 1 |
| Skill Set Optimization: Reinforcing Language Model Behavior via Transferable Skills | Feb 5, 2024 | Decision MakingLanguage Modeling | CodeCode Available | 1 |
| AnthroScore: A Computational Linguistic Measure of Anthropomorphism | Feb 3, 2024 | ArticlesLanguage Modeling | CodeCode Available | 1 |
| InferCept: Efficient Intercept Support for Augmented Large Language Model Inference | Feb 2, 2024 | GPULanguage Modeling | CodeCode Available | 1 |
| Interpretation of Intracardiac Electrograms Through Textual Representations | Feb 2, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Style Vectors for Steering Generative Large Language Model | Feb 2, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Decoding Speculative Decoding | Feb 2, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| PAP-REC: Personalized Automatic Prompt for Recommendation Language Model | Feb 1, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Non-Exchangeable Conformal Language Generation with Nearest Neighbors | Feb 1, 2024 | Conformal PredictionLanguage Modeling | CodeCode Available | 1 |
| Overcoming the Pitfalls of Vision-Language Model Finetuning for OOD Generalization | Jan 29, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Contextualization Distillation from Large Language Model for Knowledge Graph Completion | Jan 28, 2024 | ArticlesKnowledge Graph Completion | CodeCode Available | 1 |